src/HOL/Multivariate_Analysis/Topology_Euclidean_Space.thy
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(*  title:      HOL/Library/Topology_Euclidian_Space.thy
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    Author:     Amine Chaieb, University of Cambridge
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    Author:     Robert Himmelmann, TU Muenchen
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    Author:     Brian Huffman, Portland State University
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*)
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header {* Elementary topology in Euclidean space. *}
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theory Topology_Euclidean_Space
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imports
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  Complex_Main
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  "~~/src/HOL/Library/Countable_Set"
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  "~~/src/HOL/Library/Glbs"
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  "~~/src/HOL/Library/FuncSet"
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  Linear_Algebra
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  Norm_Arith
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begin
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lemma dist_0_norm:
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  fixes x :: "'a::real_normed_vector"
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  shows "dist 0 x = norm x"
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unfolding dist_norm by simp
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lemma dist_double: "dist x y < d / 2 \<Longrightarrow> dist x z < d / 2 \<Longrightarrow> dist y z < d"
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  using dist_triangle[of y z x] by (simp add: dist_commute)
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(* LEGACY *)
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lemma lim_subseq: "subseq r \<Longrightarrow> s ----> l \<Longrightarrow> (s o r) ----> l"
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  by (rule LIMSEQ_subseq_LIMSEQ)
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(* TODO: Move this to RComplete.thy -- would need to include Glb into RComplete *)
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lemma real_isGlb_unique: "[| isGlb R S x; isGlb R S y |] ==> x = (y::real)"
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  apply (frule isGlb_isLb)
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  apply (frule_tac x = y in isGlb_isLb)
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  apply (blast intro!: order_antisym dest!: isGlb_le_isLb)
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  done
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lemma countable_PiE: 
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  "finite I \<Longrightarrow> (\<And>i. i \<in> I \<Longrightarrow> countable (F i)) \<Longrightarrow> countable (PiE I F)"
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  by (induct I arbitrary: F rule: finite_induct) (auto simp: PiE_insert_eq)
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subsection {* Topological Basis *}
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context topological_space
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begin
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definition "topological_basis B =
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  ((\<forall>b\<in>B. open b) \<and> (\<forall>x. open x \<longrightarrow> (\<exists>B'. B' \<subseteq> B \<and> Union B' = x)))"
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lemma "topological_basis B = (\<forall>x. open x \<longleftrightarrow> (\<exists>B'. B' \<subseteq> B \<and> Union B' = x))"
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  unfolding topological_basis_def
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  apply safe
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     apply fastforce
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    apply fastforce
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   apply (erule_tac x="x" in allE)
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   apply simp
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   apply (rule_tac x="{x}" in exI)
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  apply auto
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  done
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lemma topological_basis_iff:
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  assumes "\<And>B'. B' \<in> B \<Longrightarrow> open B'"
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  shows "topological_basis B \<longleftrightarrow> (\<forall>O'. open O' \<longrightarrow> (\<forall>x\<in>O'. \<exists>B'\<in>B. x \<in> B' \<and> B' \<subseteq> O'))"
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    (is "_ \<longleftrightarrow> ?rhs")
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proof safe
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  fix O' and x::'a
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  assume H: "topological_basis B" "open O'" "x \<in> O'"
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  hence "(\<exists>B'\<subseteq>B. \<Union>B' = O')" by (simp add: topological_basis_def)
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  then obtain B' where "B' \<subseteq> B" "O' = \<Union>B'" by auto
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  thus "\<exists>B'\<in>B. x \<in> B' \<and> B' \<subseteq> O'" using H by auto
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next
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  assume H: ?rhs
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  show "topological_basis B" using assms unfolding topological_basis_def
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  proof safe
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    fix O'::"'a set" assume "open O'"
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    with H obtain f where "\<forall>x\<in>O'. f x \<in> B \<and> x \<in> f x \<and> f x \<subseteq> O'"
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      by (force intro: bchoice simp: Bex_def)
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    thus "\<exists>B'\<subseteq>B. \<Union>B' = O'"
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      by (auto intro: exI[where x="{f x |x. x \<in> O'}"])
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  qed
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qed
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lemma topological_basisI:
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  assumes "\<And>B'. B' \<in> B \<Longrightarrow> open B'"
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  assumes "\<And>O' x. open O' \<Longrightarrow> x \<in> O' \<Longrightarrow> \<exists>B'\<in>B. x \<in> B' \<and> B' \<subseteq> O'"
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  shows "topological_basis B"
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  using assms by (subst topological_basis_iff) auto
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lemma topological_basisE:
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  fixes O'
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  assumes "topological_basis B"
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  assumes "open O'"
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  assumes "x \<in> O'"
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  obtains B' where "B' \<in> B" "x \<in> B'" "B' \<subseteq> O'"
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proof atomize_elim
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  from assms have "\<And>B'. B'\<in>B \<Longrightarrow> open B'" by (simp add: topological_basis_def)
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  with topological_basis_iff assms
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  show  "\<exists>B'. B' \<in> B \<and> x \<in> B' \<and> B' \<subseteq> O'" using assms by (simp add: Bex_def)
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qed
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lemma topological_basis_open:
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  assumes "topological_basis B"
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  assumes "X \<in> B"
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  shows "open X"
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  using assms
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  by (simp add: topological_basis_def)
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lemma basis_dense:
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  fixes B::"'a set set" and f::"'a set \<Rightarrow> 'a"
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  assumes "topological_basis B"
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  assumes choosefrom_basis: "\<And>B'. B' \<noteq> {} \<Longrightarrow> f B' \<in> B'"
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  shows "(\<forall>X. open X \<longrightarrow> X \<noteq> {} \<longrightarrow> (\<exists>B' \<in> B. f B' \<in> X))"
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proof (intro allI impI)
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  fix X::"'a set" assume "open X" "X \<noteq> {}"
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  from topological_basisE[OF `topological_basis B` `open X` choosefrom_basis[OF `X \<noteq> {}`]]
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  guess B' . note B' = this
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  thus "\<exists>B'\<in>B. f B' \<in> X" by (auto intro!: choosefrom_basis)
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qed
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end
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lemma topological_basis_prod:
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  assumes A: "topological_basis A" and B: "topological_basis B"
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  shows "topological_basis ((\<lambda>(a, b). a \<times> b) ` (A \<times> B))"
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  unfolding topological_basis_def
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proof (safe, simp_all del: ex_simps add: subset_image_iff ex_simps(1)[symmetric])
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  fix S :: "('a \<times> 'b) set" assume "open S"
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  then show "\<exists>X\<subseteq>A \<times> B. (\<Union>(a,b)\<in>X. a \<times> b) = S"
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  proof (safe intro!: exI[of _ "{x\<in>A \<times> B. fst x \<times> snd x \<subseteq> S}"])
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    fix x y assume "(x, y) \<in> S"
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    from open_prod_elim[OF `open S` this]
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    obtain a b where a: "open a""x \<in> a" and b: "open b" "y \<in> b" and "a \<times> b \<subseteq> S"
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      by (metis mem_Sigma_iff)
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    moreover from topological_basisE[OF A a] guess A0 .
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    moreover from topological_basisE[OF B b] guess B0 .
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    ultimately show "(x, y) \<in> (\<Union>(a, b)\<in>{X \<in> A \<times> B. fst X \<times> snd X \<subseteq> S}. a \<times> b)"
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      by (intro UN_I[of "(A0, B0)"]) auto
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  qed auto
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qed (metis A B topological_basis_open open_Times)
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subsection {* Countable Basis *}
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locale countable_basis =
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  fixes B::"'a::topological_space set set"
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  assumes is_basis: "topological_basis B"
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  assumes countable_basis: "countable B"
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begin
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50245
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   149
lemma open_countable_basis_ex:
50087
635d73673b5e regularity of measures, therefore:
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   150
  assumes "open X"
50245
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   151
  shows "\<exists>B' \<subseteq> B. X = Union B'"
dea9363887a6 based countable topological basis on Countable_Set
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   152
  using assms countable_basis is_basis unfolding topological_basis_def by blast
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   153
dea9363887a6 based countable topological basis on Countable_Set
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   154
lemma open_countable_basisE:
dea9363887a6 based countable topological basis on Countable_Set
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   155
  assumes "open X"
dea9363887a6 based countable topological basis on Countable_Set
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   156
  obtains B' where "B' \<subseteq> B" "X = Union B'"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   157
  using assms open_countable_basis_ex by (atomize_elim) simp
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   158
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   159
lemma countable_dense_exists:
dea9363887a6 based countable topological basis on Countable_Set
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   160
  shows "\<exists>D::'a set. countable D \<and> (\<forall>X. open X \<longrightarrow> X \<noteq> {} \<longrightarrow> (\<exists>d \<in> D. d \<in> X))"
50087
635d73673b5e regularity of measures, therefore:
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   161
proof -
50245
dea9363887a6 based countable topological basis on Countable_Set
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   162
  let ?f = "(\<lambda>B'. SOME x. x \<in> B')"
dea9363887a6 based countable topological basis on Countable_Set
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   163
  have "countable (?f ` B)" using countable_basis by simp
dea9363887a6 based countable topological basis on Countable_Set
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   164
  with basis_dense[OF is_basis, of ?f] show ?thesis
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   165
    by (intro exI[where x="?f ` B"]) (metis (mono_tags) all_not_in_conv imageI someI)
50087
635d73673b5e regularity of measures, therefore:
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   166
qed
635d73673b5e regularity of measures, therefore:
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diff changeset
   167
635d73673b5e regularity of measures, therefore:
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diff changeset
   168
lemma countable_dense_setE:
50245
dea9363887a6 based countable topological basis on Countable_Set
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   169
  obtains D :: "'a set"
dea9363887a6 based countable topological basis on Countable_Set
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   170
  where "countable D" "\<And>X. open X \<Longrightarrow> X \<noteq> {} \<Longrightarrow> \<exists>d \<in> D. d \<in> X"
dea9363887a6 based countable topological basis on Countable_Set
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   171
  using countable_dense_exists by blast
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   172
dea9363887a6 based countable topological basis on Countable_Set
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   173
text {* Construction of an increasing sequence approximating open sets,
dea9363887a6 based countable topological basis on Countable_Set
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   174
  therefore basis which is closed under union. *}
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   175
dea9363887a6 based countable topological basis on Countable_Set
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   176
definition union_closed_basis::"'a set set" where
dea9363887a6 based countable topological basis on Countable_Set
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   177
  "union_closed_basis = (\<lambda>l. \<Union>set l) ` lists B"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   178
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   179
lemma basis_union_closed_basis: "topological_basis union_closed_basis"
50094
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   180
proof (rule topological_basisI)
84ddcf5364b4 allow arbitrary enumerations of basis in locale for generation of borel sets
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   181
  fix O' and x::'a assume "open O'" "x \<in> O'"
50245
dea9363887a6 based countable topological basis on Countable_Set
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   182
  from topological_basisE[OF is_basis this] guess B' . note B' = this
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   183
  thus "\<exists>B'\<in>union_closed_basis. x \<in> B' \<and> B' \<subseteq> O'" unfolding union_closed_basis_def
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   184
    by (auto intro!: bexI[where x="[B']"])
50094
84ddcf5364b4 allow arbitrary enumerations of basis in locale for generation of borel sets
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   185
next
50245
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   186
  fix B' assume "B' \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   187
  thus "open B'"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   188
    using topological_basis_open[OF is_basis]
dea9363887a6 based countable topological basis on Countable_Set
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   189
    by (auto simp: union_closed_basis_def)
dea9363887a6 based countable topological basis on Countable_Set
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   190
qed
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   191
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   192
lemma countable_union_closed_basis: "countable union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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   193
  unfolding union_closed_basis_def using countable_basis by simp
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   194
dea9363887a6 based countable topological basis on Countable_Set
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   195
lemmas open_union_closed_basis = topological_basis_open[OF basis_union_closed_basis]
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   196
dea9363887a6 based countable topological basis on Countable_Set
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   197
lemma union_closed_basis_ex:
dea9363887a6 based countable topological basis on Countable_Set
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   198
 assumes X: "X \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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   199
 shows "\<exists>B'. finite B' \<and> X = \<Union>B' \<and> B' \<subseteq> B"
dea9363887a6 based countable topological basis on Countable_Set
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   200
proof -
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   201
  from X obtain l where "\<And>x. x\<in>set l \<Longrightarrow> x\<in>B" "X = \<Union>set l" by (auto simp: union_closed_basis_def)
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   202
  thus ?thesis by auto
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   203
qed
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   204
dea9363887a6 based countable topological basis on Countable_Set
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   205
lemma union_closed_basisE:
dea9363887a6 based countable topological basis on Countable_Set
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   206
  assumes "X \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   207
  obtains B' where "finite B'" "X = \<Union>B'" "B' \<subseteq> B" using union_closed_basis_ex[OF assms] by blast
dea9363887a6 based countable topological basis on Countable_Set
immler
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diff changeset
   208
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   209
lemma union_closed_basisI:
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   210
  assumes "finite B'" "X = \<Union>B'" "B' \<subseteq> B"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   211
  shows "X \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   212
proof -
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   213
  from finite_list[OF `finite B'`] guess l ..
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   214
  thus ?thesis using assms unfolding union_closed_basis_def by (auto intro!: image_eqI[where x=l])
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   215
qed
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   216
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   217
lemma empty_basisI[intro]: "{} \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   218
  by (rule union_closed_basisI[of "{}"]) auto
50087
635d73673b5e regularity of measures, therefore:
immler
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diff changeset
   219
635d73673b5e regularity of measures, therefore:
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diff changeset
   220
lemma union_basisI[intro]:
50245
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   221
  assumes "X \<in> union_closed_basis" "Y \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   222
  shows "X \<union> Y \<in> union_closed_basis"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   223
  using assms by (auto intro: union_closed_basisI elim!:union_closed_basisE)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   224
635d73673b5e regularity of measures, therefore:
immler
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diff changeset
   225
lemma open_imp_Union_of_incseq:
635d73673b5e regularity of measures, therefore:
immler
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diff changeset
   226
  assumes "open X"
50245
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   227
  shows "\<exists>S. incseq S \<and> (\<Union>j. S j) = X \<and> range S \<subseteq> union_closed_basis"
50087
635d73673b5e regularity of measures, therefore:
immler
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diff changeset
   228
proof -
50245
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   229
  from open_countable_basis_ex[OF `open X`]
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   230
  obtain B' where B': "B'\<subseteq>B" "X = \<Union>B'" by auto
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   231
  from this(1) countable_basis have "countable B'" by (rule countable_subset)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   232
  show ?thesis
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   233
  proof cases
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   234
    assume "B' \<noteq> {}"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   235
    def S \<equiv> "\<lambda>n. \<Union>i\<in>{0..n}. from_nat_into B' i"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   236
    have S:"\<And>n. S n = \<Union>{from_nat_into B' i|i. i\<in>{0..n}}" unfolding S_def by force
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   237
    have "incseq S" by (force simp: S_def incseq_Suc_iff)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   238
    moreover
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   239
    have "(\<Union>j. S j) = X" unfolding B'
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   240
    proof safe
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   241
      fix x X assume "X \<in> B'" "x \<in> X"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   242
      then obtain n where "X = from_nat_into B' n"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   243
        by (metis `countable B'` from_nat_into_surj)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   244
      also have "\<dots> \<subseteq> S n" by (auto simp: S_def)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   245
      finally show "x \<in> (\<Union>j. S j)" using `x \<in> X` by auto
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   246
    next
dea9363887a6 based countable topological basis on Countable_Set
immler
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diff changeset
   247
      fix x n
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   248
      assume "x \<in> S n"
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   249
      also have "\<dots> = (\<Union>i\<in>{0..n}. from_nat_into B' i)"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   250
        by (simp add: S_def)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   251
      also have "\<dots> \<subseteq> (\<Union>i. from_nat_into B' i)" by auto
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   252
      also have "\<dots> \<subseteq> \<Union>B'" using `B' \<noteq> {}` by (auto intro: from_nat_into)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   253
      finally show "x \<in> \<Union>B'" .
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   254
    qed
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   255
    moreover have "range S \<subseteq> union_closed_basis" using B'
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   256
      by (auto intro!: union_closed_basisI[OF _ S] simp: from_nat_into `B' \<noteq> {}`)
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   257
    ultimately show ?thesis by auto
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   258
  qed (auto simp: B')
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   259
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   260
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   261
lemma open_incseqE:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   262
  assumes "open X"
50245
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   263
  obtains S where "incseq S" "(\<Union>j. S j) = X" "range S \<subseteq> union_closed_basis"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   264
  using open_imp_Union_of_incseq assms by atomize_elim
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   265
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   266
end
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   267
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   268
class first_countable_topology = topological_space +
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   269
  assumes first_countable_basis:
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   270
    "\<exists>A. countable A \<and> (\<forall>a\<in>A. x \<in> a \<and> open a) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>a\<in>A. a \<subseteq> S))"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   271
1421884baf5b introduce first_countable_topology typeclass
hoelzl
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diff changeset
   272
lemma (in first_countable_topology) countable_basis_at_decseq:
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   273
  obtains A :: "nat \<Rightarrow> 'a set" where
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   274
    "\<And>i. open (A i)" "\<And>i. x \<in> (A i)"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   275
    "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> eventually (\<lambda>i. A i \<subseteq> S) sequentially"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   276
proof atomize_elim
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   277
  from first_countable_basis[of x] obtain A
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   278
    where "countable A"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   279
    and nhds: "\<And>a. a \<in> A \<Longrightarrow> open a" "\<And>a. a \<in> A \<Longrightarrow> x \<in> a"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   280
    and incl: "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> \<exists>a\<in>A. a \<subseteq> S"  by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   281
  then have "A \<noteq> {}" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   282
  with `countable A` have r: "A = range (from_nat_into A)" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   283
  def F \<equiv> "\<lambda>n. \<Inter>i\<le>n. from_nat_into A i"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   284
  show "\<exists>A. (\<forall>i. open (A i)) \<and> (\<forall>i. x \<in> A i) \<and>
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   285
      (\<forall>S. open S \<longrightarrow> x \<in> S \<longrightarrow> eventually (\<lambda>i. A i \<subseteq> S) sequentially)"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   286
  proof (safe intro!: exI[of _ F])
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   287
    fix i
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   288
    show "open (F i)" using nhds(1) r by (auto simp: F_def intro!: open_INT)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   289
    show "x \<in> F i" using nhds(2) r by (auto simp: F_def)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   290
  next
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   291
    fix S assume "open S" "x \<in> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   292
    from incl[OF this] obtain i where "F i \<subseteq> S"
1421884baf5b introduce first_countable_topology typeclass
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   293
      by (subst (asm) r) (auto simp: F_def)
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   294
    moreover have "\<And>j. i \<le> j \<Longrightarrow> F j \<subseteq> F i"
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   295
      by (auto simp: F_def)
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   296
    ultimately show "eventually (\<lambda>i. F i \<subseteq> S) sequentially"
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   297
      by (auto simp: eventually_sequentially)
1421884baf5b introduce first_countable_topology typeclass
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   298
  qed
1421884baf5b introduce first_countable_topology typeclass
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   299
qed
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   300
1421884baf5b introduce first_countable_topology typeclass
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   301
lemma (in first_countable_topology) first_countable_basisE:
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   302
  obtains A where "countable A" "\<And>a. a \<in> A \<Longrightarrow> x \<in> a" "\<And>a. a \<in> A \<Longrightarrow> open a"
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   303
    "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> (\<exists>a\<in>A. a \<subseteq> S)"
1421884baf5b introduce first_countable_topology typeclass
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   304
  using first_countable_basis[of x]
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   305
  by atomize_elim auto
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   306
1421884baf5b introduce first_countable_topology typeclass
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   307
instance prod :: (first_countable_topology, first_countable_topology) first_countable_topology
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   308
proof
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   309
  fix x :: "'a \<times> 'b"
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   310
  from first_countable_basisE[of "fst x"] guess A :: "'a set set" . note A = this
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   311
  from first_countable_basisE[of "snd x"] guess B :: "'b set set" . note B = this
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   312
  show "\<exists>A::('a\<times>'b) set set. countable A \<and> (\<forall>a\<in>A. x \<in> a \<and> open a) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>a\<in>A. a \<subseteq> S))"
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   313
  proof (intro exI[of _ "(\<lambda>(a, b). a \<times> b) ` (A \<times> B)"], safe)
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   314
    fix a b assume x: "a \<in> A" "b \<in> B"
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   315
    with A(2, 3)[of a] B(2, 3)[of b] show "x \<in> a \<times> b" "open (a \<times> b)"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   316
      unfolding mem_Times_iff by (auto intro: open_Times)
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   317
  next
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   318
    fix S assume "open S" "x \<in> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   319
    from open_prod_elim[OF this] guess a' b' .
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   320
    moreover with A(4)[of a'] B(4)[of b']
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   321
    obtain a b where "a \<in> A" "a \<subseteq> a'" "b \<in> B" "b \<subseteq> b'" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   322
    ultimately show "\<exists>a\<in>(\<lambda>(a, b). a \<times> b) ` (A \<times> B). a \<subseteq> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   323
      by (auto intro!: bexI[of _ "a \<times> b"] bexI[of _ a] bexI[of _ b])
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   324
  qed (simp add: A B)
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   325
qed
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   326
1421884baf5b introduce first_countable_topology typeclass
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   327
instance metric_space \<subseteq> first_countable_topology
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diff changeset
   328
proof
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   329
  fix x :: 'a
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   330
  show "\<exists>A. countable A \<and> (\<forall>a\<in>A. x \<in> a \<and> open a) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>a\<in>A. a \<subseteq> S))"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   331
  proof (intro exI, safe)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   332
    fix S assume "open S" "x \<in> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   333
    then obtain r where "0 < r" "{y. dist x y < r} \<subseteq> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   334
      by (auto simp: open_dist dist_commute subset_eq)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   335
    moreover from reals_Archimedean[OF `0 < r`] guess n ..
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   336
    moreover
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   337
    then have "{y. dist x y < inverse (Suc n)} \<subseteq> {y. dist x y < r}"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   338
      by (auto simp: inverse_eq_divide)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   339
    ultimately show "\<exists>a\<in>range (\<lambda>n. {y. dist x y < inverse (Suc n)}). a \<subseteq> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   340
      by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   341
  qed (auto intro: open_ball)
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   342
qed
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   343
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
   344
class second_countable_topology = topological_space +
50245
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   345
  assumes ex_countable_basis:
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   346
    "\<exists>B::'a::topological_space set set. countable B \<and> topological_basis B"
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   347
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
   348
sublocale second_countable_topology < countable_basis "SOME B. countable B \<and> topological_basis B"
50245
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
   349
  using someI_ex[OF ex_countable_basis] by unfold_locales safe
50094
84ddcf5364b4 allow arbitrary enumerations of basis in locale for generation of borel sets
immler
parents: 50087
diff changeset
   350
50882
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   351
instance prod :: (second_countable_topology, second_countable_topology) second_countable_topology
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   352
proof
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   353
  obtain A :: "'a set set" where "countable A" "topological_basis A"
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   354
    using ex_countable_basis by auto
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   355
  moreover
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   356
  obtain B :: "'b set set" where "countable B" "topological_basis B"
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   357
    using ex_countable_basis by auto
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   358
  ultimately show "\<exists>B::('a \<times> 'b) set set. countable B \<and> topological_basis B"
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   359
    by (auto intro!: exI[of _ "(\<lambda>(a, b). a \<times> b) ` (A \<times> B)"] topological_basis_prod)
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   360
qed
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   361
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   362
instance second_countable_topology \<subseteq> first_countable_topology
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   363
proof
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   364
  fix x :: 'a
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   365
  def B \<equiv> "SOME B::'a set set. countable B \<and> topological_basis B"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   366
  then have B: "countable B" "topological_basis B"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   367
    using countable_basis is_basis
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   368
    by (auto simp: countable_basis is_basis)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   369
  then show "\<exists>A. countable A \<and> (\<forall>a\<in>A. x \<in> a \<and> open a) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>a\<in>A. a \<subseteq> S))"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   370
    by (intro exI[of _ "{b\<in>B. x \<in> b}"])
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   371
       (fastforce simp: topological_space_class.topological_basis_def)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   372
qed
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   373
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   374
subsection {* Polish spaces *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   375
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   376
text {* Textbooks define Polish spaces as completely metrizable.
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   377
  We assume the topology to be complete for a given metric. *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   378
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
   379
class polish_space = complete_space + second_countable_topology
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   380
44517
68e8eb0ce8aa minimize imports
huffman
parents: 44516
diff changeset
   381
subsection {* General notion of a topology as a value *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   382
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   383
definition "istopology L \<longleftrightarrow> L {} \<and> (\<forall>S T. L S \<longrightarrow> L T \<longrightarrow> L (S \<inter> T)) \<and> (\<forall>K. Ball K L \<longrightarrow> L (\<Union> K))"
49834
b27bbb021df1 discontinued obsolete typedef (open) syntax;
wenzelm
parents: 49711
diff changeset
   384
typedef 'a topology = "{L::('a set) \<Rightarrow> bool. istopology L}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   385
  morphisms "openin" "topology"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   386
  unfolding istopology_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   387
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   388
lemma istopology_open_in[intro]: "istopology(openin U)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   389
  using openin[of U] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   390
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   391
lemma topology_inverse': "istopology U \<Longrightarrow> openin (topology U) = U"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   392
  using topology_inverse[unfolded mem_Collect_eq] .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   393
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   394
lemma topology_inverse_iff: "istopology U \<longleftrightarrow> openin (topology U) = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   395
  using topology_inverse[of U] istopology_open_in[of "topology U"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   396
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   397
lemma topology_eq: "T1 = T2 \<longleftrightarrow> (\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   398
proof-
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   399
  { assume "T1=T2"
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   400
    hence "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S" by simp }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   401
  moreover
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   402
  { assume H: "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   403
    hence "openin T1 = openin T2" by (simp add: fun_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   404
    hence "topology (openin T1) = topology (openin T2)" by simp
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   405
    hence "T1 = T2" unfolding openin_inverse .
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   406
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   407
  ultimately show ?thesis by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   408
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   409
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   410
text{* Infer the "universe" from union of all sets in the topology. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   411
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   412
definition "topspace T =  \<Union>{S. openin T S}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   413
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   414
subsubsection {* Main properties of open sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   415
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   416
lemma openin_clauses:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   417
  fixes U :: "'a topology"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   418
  shows "openin U {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   419
  "\<And>S T. openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S\<inter>T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   420
  "\<And>K. (\<forall>S \<in> K. openin U S) \<Longrightarrow> openin U (\<Union>K)"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   421
  using openin[of U] unfolding istopology_def mem_Collect_eq
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   422
  by fast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   423
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   424
lemma openin_subset[intro]: "openin U S \<Longrightarrow> S \<subseteq> topspace U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   425
  unfolding topspace_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   426
lemma openin_empty[simp]: "openin U {}" by (simp add: openin_clauses)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   427
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   428
lemma openin_Int[intro]: "openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S \<inter> T)"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   429
  using openin_clauses by simp
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   430
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   431
lemma openin_Union[intro]: "(\<forall>S \<in>K. openin U S) \<Longrightarrow> openin U (\<Union> K)"
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   432
  using openin_clauses by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   433
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   434
lemma openin_Un[intro]: "openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S \<union> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   435
  using openin_Union[of "{S,T}" U] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   436
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   437
lemma openin_topspace[intro, simp]: "openin U (topspace U)" by (simp add: openin_Union topspace_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   438
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   439
lemma openin_subopen: "openin U S \<longleftrightarrow> (\<forall>x \<in> S. \<exists>T. openin U T \<and> x \<in> T \<and> T \<subseteq> S)"
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   440
  (is "?lhs \<longleftrightarrow> ?rhs")
36584
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   441
proof
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   442
  assume ?lhs
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   443
  then show ?rhs by auto
36584
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   444
next
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   445
  assume H: ?rhs
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   446
  let ?t = "\<Union>{T. openin U T \<and> T \<subseteq> S}"
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   447
  have "openin U ?t" by (simp add: openin_Union)
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   448
  also have "?t = S" using H by auto
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   449
  finally show "openin U S" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   450
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   451
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   452
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   453
subsubsection {* Closed sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   454
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   455
definition "closedin U S \<longleftrightarrow> S \<subseteq> topspace U \<and> openin U (topspace U - S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   456
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   457
lemma closedin_subset: "closedin U S \<Longrightarrow> S \<subseteq> topspace U" by (metis closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   458
lemma closedin_empty[simp]: "closedin U {}" by (simp add: closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   459
lemma closedin_topspace[intro,simp]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   460
  "closedin U (topspace U)" by (simp add: closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   461
lemma closedin_Un[intro]: "closedin U S \<Longrightarrow> closedin U T \<Longrightarrow> closedin U (S \<union> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   462
  by (auto simp add: Diff_Un closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   463
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   464
lemma Diff_Inter[intro]: "A - \<Inter>S = \<Union> {A - s|s. s\<in>S}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   465
lemma closedin_Inter[intro]: assumes Ke: "K \<noteq> {}" and Kc: "\<forall>S \<in>K. closedin U S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   466
  shows "closedin U (\<Inter> K)"  using Ke Kc unfolding closedin_def Diff_Inter by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   467
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   468
lemma closedin_Int[intro]: "closedin U S \<Longrightarrow> closedin U T \<Longrightarrow> closedin U (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   469
  using closedin_Inter[of "{S,T}" U] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   470
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   471
lemma Diff_Diff_Int: "A - (A - B) = A \<inter> B" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   472
lemma openin_closedin_eq: "openin U S \<longleftrightarrow> S \<subseteq> topspace U \<and> closedin U (topspace U - S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   473
  apply (auto simp add: closedin_def Diff_Diff_Int inf_absorb2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   474
  apply (metis openin_subset subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   475
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   476
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   477
lemma openin_closedin:  "S \<subseteq> topspace U \<Longrightarrow> (openin U S \<longleftrightarrow> closedin U (topspace U - S))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   478
  by (simp add: openin_closedin_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   479
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   480
lemma openin_diff[intro]: assumes oS: "openin U S" and cT: "closedin U T" shows "openin U (S - T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   481
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   482
  have "S - T = S \<inter> (topspace U - T)" using openin_subset[of U S]  oS cT
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   483
    by (auto simp add: topspace_def openin_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   484
  then show ?thesis using oS cT by (auto simp add: closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   485
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   486
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   487
lemma closedin_diff[intro]: assumes oS: "closedin U S" and cT: "openin U T" shows "closedin U (S - T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   488
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   489
  have "S - T = S \<inter> (topspace U - T)" using closedin_subset[of U S]  oS cT
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   490
    by (auto simp add: topspace_def )
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   491
  then show ?thesis using oS cT by (auto simp add: openin_closedin_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   492
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   493
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   494
subsubsection {* Subspace topology *}
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   495
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   496
definition "subtopology U V = topology (\<lambda>T. \<exists>S. T = S \<inter> V \<and> openin U S)"
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   497
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   498
lemma istopology_subtopology: "istopology (\<lambda>T. \<exists>S. T = S \<inter> V \<and> openin U S)"
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   499
  (is "istopology ?L")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   500
proof-
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   501
  have "?L {}" by blast
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   502
  {fix A B assume A: "?L A" and B: "?L B"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   503
    from A B obtain Sa and Sb where Sa: "openin U Sa" "A = Sa \<inter> V" and Sb: "openin U Sb" "B = Sb \<inter> V" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   504
    have "A\<inter>B = (Sa \<inter> Sb) \<inter> V" "openin U (Sa \<inter> Sb)"  using Sa Sb by blast+
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   505
    then have "?L (A \<inter> B)" by blast}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   506
  moreover
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   507
  {fix K assume K: "K \<subseteq> Collect ?L"
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   508
    have th0: "Collect ?L = (\<lambda>S. S \<inter> V) ` Collect (openin U)"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
   509
      apply (rule set_eqI)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   510
      apply (simp add: Ball_def image_iff)
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   511
      by metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   512
    from K[unfolded th0 subset_image_iff]
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   513
    obtain Sk where Sk: "Sk \<subseteq> Collect (openin U)" "K = (\<lambda>S. S \<inter> V) ` Sk" by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   514
    have "\<Union>K = (\<Union>Sk) \<inter> V" using Sk by auto
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   515
    moreover have "openin U (\<Union> Sk)" using Sk by (auto simp add: subset_eq)
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   516
    ultimately have "?L (\<Union>K)" by blast}
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   517
  ultimately show ?thesis
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   518
    unfolding subset_eq mem_Collect_eq istopology_def by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   519
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   520
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   521
lemma openin_subtopology:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   522
  "openin (subtopology U V) S \<longleftrightarrow> (\<exists> T. (openin U T) \<and> (S = T \<inter> V))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   523
  unfolding subtopology_def topology_inverse'[OF istopology_subtopology]
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   524
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   525
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   526
lemma topspace_subtopology: "topspace(subtopology U V) = topspace U \<inter> V"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   527
  by (auto simp add: topspace_def openin_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   528
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   529
lemma closedin_subtopology:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   530
  "closedin (subtopology U V) S \<longleftrightarrow> (\<exists>T. closedin U T \<and> S = T \<inter> V)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   531
  unfolding closedin_def topspace_subtopology
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   532
  apply (simp add: openin_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   533
  apply (rule iffI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   534
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   535
  apply (rule_tac x="topspace U - T" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   536
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   537
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   538
lemma openin_subtopology_refl: "openin (subtopology U V) V \<longleftrightarrow> V \<subseteq> topspace U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   539
  unfolding openin_subtopology
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   540
  apply (rule iffI, clarify)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   541
  apply (frule openin_subset[of U])  apply blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   542
  apply (rule exI[where x="topspace U"])
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   543
  apply auto
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   544
  done
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   545
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   546
lemma subtopology_superset:
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   547
  assumes UV: "topspace U \<subseteq> V"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   548
  shows "subtopology U V = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   549
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   550
  {fix S
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   551
    {fix T assume T: "openin U T" "S = T \<inter> V"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   552
      from T openin_subset[OF T(1)] UV have eq: "S = T" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   553
      have "openin U S" unfolding eq using T by blast}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   554
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   555
    {assume S: "openin U S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   556
      hence "\<exists>T. openin U T \<and> S = T \<inter> V"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   557
        using openin_subset[OF S] UV by auto}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   558
    ultimately have "(\<exists>T. openin U T \<and> S = T \<inter> V) \<longleftrightarrow> openin U S" by blast}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   559
  then show ?thesis unfolding topology_eq openin_subtopology by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   560
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   561
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   562
lemma subtopology_topspace[simp]: "subtopology U (topspace U) = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   563
  by (simp add: subtopology_superset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   564
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   565
lemma subtopology_UNIV[simp]: "subtopology U UNIV = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   566
  by (simp add: subtopology_superset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   567
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   568
subsubsection {* The standard Euclidean topology *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   569
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   570
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   571
  euclidean :: "'a::topological_space topology" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   572
  "euclidean = topology open"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   573
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   574
lemma open_openin: "open S \<longleftrightarrow> openin euclidean S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   575
  unfolding euclidean_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   576
  apply (rule cong[where x=S and y=S])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   577
  apply (rule topology_inverse[symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   578
  apply (auto simp add: istopology_def)
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   579
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   580
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   581
lemma topspace_euclidean: "topspace euclidean = UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   582
  apply (simp add: topspace_def)
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
   583
  apply (rule set_eqI)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   584
  by (auto simp add: open_openin[symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   585
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   586
lemma topspace_euclidean_subtopology[simp]: "topspace (subtopology euclidean S) = S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   587
  by (simp add: topspace_euclidean topspace_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   588
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   589
lemma closed_closedin: "closed S \<longleftrightarrow> closedin euclidean S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   590
  by (simp add: closed_def closedin_def topspace_euclidean open_openin Compl_eq_Diff_UNIV)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   591
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   592
lemma open_subopen: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>T. open T \<and> x \<in> T \<and> T \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   593
  by (simp add: open_openin openin_subopen[symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   594
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   595
text {* Basic "localization" results are handy for connectedness. *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   596
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   597
lemma openin_open: "openin (subtopology euclidean U) S \<longleftrightarrow> (\<exists>T. open T \<and> (S = U \<inter> T))"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   598
  by (auto simp add: openin_subtopology open_openin[symmetric])
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   599
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   600
lemma openin_open_Int[intro]: "open S \<Longrightarrow> openin (subtopology euclidean U) (U \<inter> S)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   601
  by (auto simp add: openin_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   602
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   603
lemma open_openin_trans[trans]:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   604
 "open S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> openin (subtopology euclidean S) T"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   605
  by (metis Int_absorb1  openin_open_Int)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   606
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   607
lemma open_subset:  "S \<subseteq> T \<Longrightarrow> open S \<Longrightarrow> openin (subtopology euclidean T) S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   608
  by (auto simp add: openin_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   609
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   610
lemma closedin_closed: "closedin (subtopology euclidean U) S \<longleftrightarrow> (\<exists>T. closed T \<and> S = U \<inter> T)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   611
  by (simp add: closedin_subtopology closed_closedin Int_ac)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   612
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   613
lemma closedin_closed_Int: "closed S ==> closedin (subtopology euclidean U) (U \<inter> S)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   614
  by (metis closedin_closed)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   615
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   616
lemma closed_closedin_trans: "closed S \<Longrightarrow> closed T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> closedin (subtopology euclidean S) T"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   617
  apply (subgoal_tac "S \<inter> T = T" )
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   618
  apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   619
  apply (frule closedin_closed_Int[of T S])
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   620
  by simp
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   621
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   622
lemma closed_subset: "S \<subseteq> T \<Longrightarrow> closed S \<Longrightarrow> closedin (subtopology euclidean T) S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   623
  by (auto simp add: closedin_closed)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   624
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   625
lemma openin_euclidean_subtopology_iff:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   626
  fixes S U :: "'a::metric_space set"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   627
  shows "openin (subtopology euclidean U) S
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   628
  \<longleftrightarrow> S \<subseteq> U \<and> (\<forall>x\<in>S. \<exists>e>0. \<forall>x'\<in>U. dist x' x < e \<longrightarrow> x'\<in> S)" (is "?lhs \<longleftrightarrow> ?rhs")
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   629
proof
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   630
  assume ?lhs thus ?rhs unfolding openin_open open_dist by blast
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   631
next
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   632
  def T \<equiv> "{x. \<exists>a\<in>S. \<exists>d>0. (\<forall>y\<in>U. dist y a < d \<longrightarrow> y \<in> S) \<and> dist x a < d}"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   633
  have 1: "\<forall>x\<in>T. \<exists>e>0. \<forall>y. dist y x < e \<longrightarrow> y \<in> T"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   634
    unfolding T_def
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   635
    apply clarsimp
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   636
    apply (rule_tac x="d - dist x a" in exI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   637
    apply (clarsimp simp add: less_diff_eq)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   638
    apply (erule rev_bexI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   639
    apply (rule_tac x=d in exI, clarify)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   640
    apply (erule le_less_trans [OF dist_triangle])
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   641
    done
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   642
  assume ?rhs hence 2: "S = U \<inter> T"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   643
    unfolding T_def
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   644
    apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   645
    apply (drule (1) bspec, erule rev_bexI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   646
    apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   647
    done
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   648
  from 1 2 show ?lhs
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   649
    unfolding openin_open open_dist by fast
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   650
qed
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   651
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   652
text {* These "transitivity" results are handy too *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   653
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   654
lemma openin_trans[trans]: "openin (subtopology euclidean T) S \<Longrightarrow> openin (subtopology euclidean U) T
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   655
  \<Longrightarrow> openin (subtopology euclidean U) S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   656
  unfolding open_openin openin_open by blast
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   657
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   658
lemma openin_open_trans: "openin (subtopology euclidean T) S \<Longrightarrow> open T \<Longrightarrow> open S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   659
  by (auto simp add: openin_open intro: openin_trans)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   660
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   661
lemma closedin_trans[trans]:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   662
 "closedin (subtopology euclidean T) S \<Longrightarrow>
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   663
           closedin (subtopology euclidean U) T
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   664
           ==> closedin (subtopology euclidean U) S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   665
  by (auto simp add: closedin_closed closed_closedin closed_Inter Int_assoc)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   666
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   667
lemma closedin_closed_trans: "closedin (subtopology euclidean T) S \<Longrightarrow> closed T \<Longrightarrow> closed S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   668
  by (auto simp add: closedin_closed intro: closedin_trans)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   669
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   670
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   671
subsection {* Open and closed balls *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   672
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   673
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   674
  ball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   675
  "ball x e = {y. dist x y < e}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   676
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   677
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   678
  cball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   679
  "cball x e = {y. dist x y \<le> e}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   680
45776
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   681
lemma mem_ball [simp]: "y \<in> ball x e \<longleftrightarrow> dist x y < e"
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   682
  by (simp add: ball_def)
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   683
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   684
lemma mem_cball [simp]: "y \<in> cball x e \<longleftrightarrow> dist x y \<le> e"
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   685
  by (simp add: cball_def)
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   686
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   687
lemma mem_ball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   688
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   689
  shows "x \<in> ball 0 e \<longleftrightarrow> norm x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   690
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   691
45776
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   692
lemma mem_cball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   693
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   694
  shows "x \<in> cball 0 e \<longleftrightarrow> norm x \<le> e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   695
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   696
45776
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   697
lemma centre_in_ball: "x \<in> ball x e \<longleftrightarrow> 0 < e"
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   698
  by simp
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   699
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   700
lemma centre_in_cball: "x \<in> cball x e \<longleftrightarrow> 0 \<le> e"
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   701
  by simp
714100f5fda4 remove mem_(c)ball_0 and centre_in_(c)ball from simpset, as rules mem_(c)ball always match instead
huffman
parents: 45548
diff changeset
   702
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   703
lemma ball_subset_cball[simp,intro]: "ball x e \<subseteq> cball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   704
lemma subset_ball[intro]: "d <= e ==> ball x d \<subseteq> ball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   705
lemma subset_cball[intro]: "d <= e ==> cball x d \<subseteq> cball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   706
lemma ball_max_Un: "ball a (max r s) = ball a r \<union> ball a s"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
   707
  by (simp add: set_eq_iff) arith
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   708
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   709
lemma ball_min_Int: "ball a (min r s) = ball a r \<inter> ball a s"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
   710
  by (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   711
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   712
lemma diff_less_iff: "(a::real) - b > 0 \<longleftrightarrow> a > b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   713
  "(a::real) - b < 0 \<longleftrightarrow> a < b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   714
  "a - b < c \<longleftrightarrow> a < c +b" "a - b > c \<longleftrightarrow> a > c +b" by arith+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   715
lemma diff_le_iff: "(a::real) - b \<ge> 0 \<longleftrightarrow> a \<ge> b" "(a::real) - b \<le> 0 \<longleftrightarrow> a \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   716
  "a - b \<le> c \<longleftrightarrow> a \<le> c +b" "a - b \<ge> c \<longleftrightarrow> a \<ge> c +b"  by arith+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   717
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   718
lemma open_ball[intro, simp]: "open (ball x e)"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   719
  unfolding open_dist ball_def mem_Collect_eq Ball_def
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   720
  unfolding dist_commute
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   721
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   722
  apply (rule_tac x="e - dist xa x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   723
  using dist_triangle_alt[where z=x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   724
  apply (clarsimp simp add: diff_less_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   725
  apply atomize
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   726
  apply (erule_tac x="y" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   727
  apply (erule_tac x="xa" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   728
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   729
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   730
lemma open_contains_ball: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>e>0. ball x e \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   731
  unfolding open_dist subset_eq mem_ball Ball_def dist_commute ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   732
33714
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   733
lemma openE[elim?]:
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   734
  assumes "open S" "x\<in>S" 
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   735
  obtains e where "e>0" "ball x e \<subseteq> S"
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   736
  using assms unfolding open_contains_ball by auto
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   737
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   738
lemma open_contains_ball_eq: "open S \<Longrightarrow> \<forall>x. x\<in>S \<longleftrightarrow> (\<exists>e>0. ball x e \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   739
  by (metis open_contains_ball subset_eq centre_in_ball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   740
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   741
lemma ball_eq_empty[simp]: "ball x e = {} \<longleftrightarrow> e \<le> 0"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
   742
  unfolding mem_ball set_eq_iff
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   743
  apply (simp add: not_less)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   744
  by (metis zero_le_dist order_trans dist_self)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   745
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   746
lemma ball_empty[intro]: "e \<le> 0 ==> ball x e = {}" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   747
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   748
lemma euclidean_dist_l2:
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   749
  fixes x y :: "'a :: euclidean_space"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   750
  shows "dist x y = setL2 (\<lambda>i. dist (x \<bullet> i) (y \<bullet> i)) Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   751
  unfolding dist_norm norm_eq_sqrt_inner setL2_def
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   752
  by (subst euclidean_inner) (simp add: power2_eq_square inner_diff_left)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   753
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   754
definition "box a b = {x. \<forall>i\<in>Basis. a \<bullet> i < x \<bullet> i \<and> x \<bullet> i < b \<bullet> i}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   755
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   756
lemma rational_boxes:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   757
  fixes x :: "'a\<Colon>euclidean_space"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   758
  assumes "0 < e"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   759
  shows "\<exists>a b. (\<forall>i\<in>Basis. a \<bullet> i \<in> \<rat> \<and> b \<bullet> i \<in> \<rat> ) \<and> x \<in> box a b \<and> box a b \<subseteq> ball x e"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   760
proof -
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   761
  def e' \<equiv> "e / (2 * sqrt (real (DIM ('a))))"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   762
  then have e: "0 < e'" using assms by (auto intro!: divide_pos_pos simp: DIM_positive)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   763
  have "\<forall>i. \<exists>y. y \<in> \<rat> \<and> y < x \<bullet> i \<and> x \<bullet> i - y < e'" (is "\<forall>i. ?th i")
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   764
  proof
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   765
    fix i from Rats_dense_in_real[of "x \<bullet> i - e'" "x \<bullet> i"] e show "?th i" by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   766
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   767
  from choice[OF this] guess a .. note a = this
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   768
  have "\<forall>i. \<exists>y. y \<in> \<rat> \<and> x \<bullet> i < y \<and> y - x \<bullet> i < e'" (is "\<forall>i. ?th i")
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   769
  proof
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   770
    fix i from Rats_dense_in_real[of "x \<bullet> i" "x \<bullet> i + e'"] e show "?th i" by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   771
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   772
  from choice[OF this] guess b .. note b = this
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   773
  let ?a = "\<Sum>i\<in>Basis. a i *\<^sub>R i" and ?b = "\<Sum>i\<in>Basis. b i *\<^sub>R i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   774
  show ?thesis
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   775
  proof (rule exI[of _ ?a], rule exI[of _ ?b], safe)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   776
    fix y :: 'a assume *: "y \<in> box ?a ?b"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   777
    have "dist x y = sqrt (\<Sum>i\<in>Basis. (dist (x \<bullet> i) (y \<bullet> i))\<twosuperior>)"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   778
      unfolding setL2_def[symmetric] by (rule euclidean_dist_l2)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   779
    also have "\<dots> < sqrt (\<Sum>(i::'a)\<in>Basis. e^2 / real (DIM('a)))"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   780
    proof (rule real_sqrt_less_mono, rule setsum_strict_mono)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   781
      fix i :: "'a" assume i: "i \<in> Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   782
      have "a i < y\<bullet>i \<and> y\<bullet>i < b i" using * i by (auto simp: box_def)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   783
      moreover have "a i < x\<bullet>i" "x\<bullet>i - a i < e'" using a by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   784
      moreover have "x\<bullet>i < b i" "b i - x\<bullet>i < e'" using b by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   785
      ultimately have "\<bar>x\<bullet>i - y\<bullet>i\<bar> < 2 * e'" by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   786
      then have "dist (x \<bullet> i) (y \<bullet> i) < e/sqrt (real (DIM('a)))"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   787
        unfolding e'_def by (auto simp: dist_real_def)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   788
      then have "(dist (x \<bullet> i) (y \<bullet> i))\<twosuperior> < (e/sqrt (real (DIM('a))))\<twosuperior>"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   789
        by (rule power_strict_mono) auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   790
      then show "(dist (x \<bullet> i) (y \<bullet> i))\<twosuperior> < e\<twosuperior> / real DIM('a)"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   791
        by (simp add: power_divide)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   792
    qed auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   793
    also have "\<dots> = e" using `0 < e` by (simp add: real_eq_of_nat)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   794
    finally show "y \<in> ball x e" by (auto simp: ball_def)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   795
  qed (insert a b, auto simp: box_def)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   796
qed
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   797
 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   798
lemma open_UNION_box:
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   799
  fixes M :: "'a\<Colon>euclidean_space set"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   800
  assumes "open M" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   801
  defines "a' \<equiv> \<lambda>f :: 'a \<Rightarrow> real \<times> real. (\<Sum>(i::'a)\<in>Basis. fst (f i) *\<^sub>R i)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   802
  defines "b' \<equiv> \<lambda>f :: 'a \<Rightarrow> real \<times> real. (\<Sum>(i::'a)\<in>Basis. snd (f i) *\<^sub>R i)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   803
  defines "I \<equiv> {f\<in>Basis \<rightarrow>\<^isub>E \<rat> \<times> \<rat>. box (a' f) (b' f) \<subseteq> M}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   804
  shows "M = (\<Union>f\<in>I. box (a' f) (b' f))"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   805
proof safe
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   806
  fix x assume "x \<in> M"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   807
  obtain e where e: "e > 0" "ball x e \<subseteq> M"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   808
    using openE[OF `open M` `x \<in> M`] by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   809
  moreover then obtain a b where ab: "x \<in> box a b"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   810
    "\<forall>i \<in> Basis. a \<bullet> i \<in> \<rat>" "\<forall>i\<in>Basis. b \<bullet> i \<in> \<rat>" "box a b \<subseteq> ball x e"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   811
    using rational_boxes[OF e(1)] by metis
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   812
  ultimately show "x \<in> (\<Union>f\<in>I. box (a' f) (b' f))"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   813
     by (intro UN_I[of "\<lambda>i\<in>Basis. (a \<bullet> i, b \<bullet> i)"])
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   814
        (auto simp: euclidean_representation I_def a'_def b'_def)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
   815
qed (auto simp: I_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   816
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   817
subsection{* Connectedness *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   818
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   819
definition "connected S \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   820
  ~(\<exists>e1 e2. open e1 \<and> open e2 \<and> S \<subseteq> (e1 \<union> e2) \<and> (e1 \<inter> e2 \<inter> S = {})
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   821
  \<and> ~(e1 \<inter> S = {}) \<and> ~(e2 \<inter> S = {}))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   822
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   823
lemma connected_local:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   824
 "connected S \<longleftrightarrow> ~(\<exists>e1 e2.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   825
                 openin (subtopology euclidean S) e1 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   826
                 openin (subtopology euclidean S) e2 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   827
                 S \<subseteq> e1 \<union> e2 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   828
                 e1 \<inter> e2 = {} \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   829
                 ~(e1 = {}) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   830
                 ~(e2 = {}))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   831
unfolding connected_def openin_open by (safe, blast+)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   832
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   833
lemma exists_diff:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   834
  fixes P :: "'a set \<Rightarrow> bool"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   835
  shows "(\<exists>S. P(- S)) \<longleftrightarrow> (\<exists>S. P S)" (is "?lhs \<longleftrightarrow> ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   836
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   837
  {assume "?lhs" hence ?rhs by blast }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   838
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   839
  {fix S assume H: "P S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   840
    have "S = - (- S)" by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   841
    with H have "P (- (- S))" by metis }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   842
  ultimately show ?thesis by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   843
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   844
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   845
lemma connected_clopen: "connected S \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   846
        (\<forall>T. openin (subtopology euclidean S) T \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   847
            closedin (subtopology euclidean S) T \<longrightarrow> T = {} \<or> T = S)" (is "?lhs \<longleftrightarrow> ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   848
proof-
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   849
  have " \<not> connected S \<longleftrightarrow> (\<exists>e1 e2. open e1 \<and> open (- e2) \<and> S \<subseteq> e1 \<union> (- e2) \<and> e1 \<inter> (- e2) \<inter> S = {} \<and> e1 \<inter> S \<noteq> {} \<and> (- e2) \<inter> S \<noteq> {})"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   850
    unfolding connected_def openin_open closedin_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   851
    apply (subst exists_diff) by blast
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   852
  hence th0: "connected S \<longleftrightarrow> \<not> (\<exists>e2 e1. closed e2 \<and> open e1 \<and> S \<subseteq> e1 \<union> (- e2) \<and> e1 \<inter> (- e2) \<inter> S = {} \<and> e1 \<inter> S \<noteq> {} \<and> (- e2) \<inter> S \<noteq> {})"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   853
    (is " _ \<longleftrightarrow> \<not> (\<exists>e2 e1. ?P e2 e1)") apply (simp add: closed_def) by metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   854
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   855
  have th1: "?rhs \<longleftrightarrow> \<not> (\<exists>t' t. closed t'\<and>t = S\<inter>t' \<and> t\<noteq>{} \<and> t\<noteq>S \<and> (\<exists>t'. open t' \<and> t = S \<inter> t'))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   856
    (is "_ \<longleftrightarrow> \<not> (\<exists>t' t. ?Q t' t)")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   857
    unfolding connected_def openin_open closedin_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   858
  {fix e2
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   859
    {fix e1 have "?P e2 e1 \<longleftrightarrow> (\<exists>t.  closed e2 \<and> t = S\<inter>e2 \<and> open e1 \<and> t = S\<inter>e1 \<and> t\<noteq>{} \<and> t\<noteq>S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   860
        by auto}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   861
    then have "(\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)" by metis}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   862
  then have "\<forall>e2. (\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   863
  then show ?thesis unfolding th0 th1 by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   864
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   865
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   866
lemma connected_empty[simp, intro]: "connected {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   867
  by (simp add: connected_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   868
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   869
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   870
subsection{* Limit points *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   871
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
   872
definition (in topological_space)
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
   873
  islimpt:: "'a \<Rightarrow> 'a set \<Rightarrow> bool" (infixr "islimpt" 60) where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   874
  "x islimpt S \<longleftrightarrow> (\<forall>T. x\<in>T \<longrightarrow> open T \<longrightarrow> (\<exists>y\<in>S. y\<in>T \<and> y\<noteq>x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   875
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   876
lemma islimptI:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   877
  assumes "\<And>T. x \<in> T \<Longrightarrow> open T \<Longrightarrow> \<exists>y\<in>S. y \<in> T \<and> y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   878
  shows "x islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   879
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   880
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   881
lemma islimptE:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   882
  assumes "x islimpt S" and "x \<in> T" and "open T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   883
  obtains y where "y \<in> S" and "y \<in> T" and "y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   884
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   885
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   886
lemma islimpt_iff_eventually: "x islimpt S \<longleftrightarrow> \<not> eventually (\<lambda>y. y \<notin> S) (at x)"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   887
  unfolding islimpt_def eventually_at_topological by auto
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   888
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   889
lemma islimpt_subset: "\<lbrakk>x islimpt S; S \<subseteq> T\<rbrakk> \<Longrightarrow> x islimpt T"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   890
  unfolding islimpt_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   891
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   892
lemma islimpt_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   893
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   894
  shows "x islimpt S \<longleftrightarrow> (\<forall>e>0. \<exists>x'\<in>S. x' \<noteq> x \<and> dist x' x < e)"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   895
  unfolding islimpt_iff_eventually eventually_at by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   896
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   897
lemma islimpt_approachable_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   898
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   899
  shows "x islimpt S \<longleftrightarrow> (\<forall>e>0. \<exists>x'\<in> S. x' \<noteq> x \<and> dist x' x <= e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   900
  unfolding islimpt_approachable
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   901
  using approachable_lt_le [where f="\<lambda>y. dist y x" and P="\<lambda>y. y \<notin> S \<or> y = x",
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   902
    THEN arg_cong [where f=Not]]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   903
  by (simp add: Bex_def conj_commute conj_left_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   904
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   905
lemma islimpt_UNIV_iff: "x islimpt UNIV \<longleftrightarrow> \<not> open {x}"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   906
  unfolding islimpt_def by (safe, fast, case_tac "T = {x}", fast, fast)
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   907
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   908
text {* A perfect space has no isolated points. *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   909
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   910
lemma islimpt_UNIV [simp, intro]: "(x::'a::perfect_space) islimpt UNIV"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   911
  unfolding islimpt_UNIV_iff by (rule not_open_singleton)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   912
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   913
lemma perfect_choose_dist:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   914
  fixes x :: "'a::{perfect_space, metric_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   915
  shows "0 < r \<Longrightarrow> \<exists>a. a \<noteq> x \<and> dist a x < r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   916
using islimpt_UNIV [of x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   917
by (simp add: islimpt_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   918
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   919
lemma closed_limpt: "closed S \<longleftrightarrow> (\<forall>x. x islimpt S \<longrightarrow> x \<in> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   920
  unfolding closed_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   921
  apply (subst open_subopen)
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   922
  apply (simp add: islimpt_def subset_eq)
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   923
  by (metis ComplE ComplI)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   924
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   925
lemma islimpt_EMPTY[simp]: "\<not> x islimpt {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   926
  unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   927
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   928
lemma finite_set_avoid:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   929
  fixes a :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   930
  assumes fS: "finite S" shows  "\<exists>d>0. \<forall>x\<in>S. x \<noteq> a \<longrightarrow> d <= dist a x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   931
proof(induct rule: finite_induct[OF fS])
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
   932
  case 1 thus ?case by (auto intro: zero_less_one)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   933
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   934
  case (2 x F)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   935
  from 2 obtain d where d: "d >0" "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> d \<le> dist a x" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   936
  {assume "x = a" hence ?case using d by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   937
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   938
  {assume xa: "x\<noteq>a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   939
    let ?d = "min d (dist a x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   940
    have dp: "?d > 0" using xa d(1) using dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   941
    from d have d': "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> ?d \<le> dist a x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   942
    with dp xa have ?case by(auto intro!: exI[where x="?d"]) }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   943
  ultimately show ?case by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   944
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   945
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   946
lemma islimpt_Un: "x islimpt (S \<union> T) \<longleftrightarrow> x islimpt S \<or> x islimpt T"
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
   947
  by (simp add: islimpt_iff_eventually eventually_conj_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   948
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   949
lemma discrete_imp_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   950
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   951
  assumes e: "0 < e" and d: "\<forall>x \<in> S. \<forall>y \<in> S. dist y x < e \<longrightarrow> y = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   952
  shows "closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   953
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   954
  {fix x assume C: "\<forall>e>0. \<exists>x'\<in>S. x' \<noteq> x \<and> dist x' x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   955
    from e have e2: "e/2 > 0" by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   956
    from C[rule_format, OF e2] obtain y where y: "y \<in> S" "y\<noteq>x" "dist y x < e/2" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   957
    let ?m = "min (e/2) (dist x y) "
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   958
    from e2 y(2) have mp: "?m > 0" by (simp add: dist_nz[THEN sym])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   959
    from C[rule_format, OF mp] obtain z where z: "z \<in> S" "z\<noteq>x" "dist z x < ?m" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   960
    have th: "dist z y < e" using z y
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   961
      by (intro dist_triangle_lt [where z=x], simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   962
    from d[rule_format, OF y(1) z(1) th] y z
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   963
    have False by (auto simp add: dist_commute)}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   964
  then show ?thesis by (metis islimpt_approachable closed_limpt [where 'a='a])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   965
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   966
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   967
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   968
subsection {* Interior of a Set *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   969
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   970
definition "interior S = \<Union>{T. open T \<and> T \<subseteq> S}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   971
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   972
lemma interiorI [intro?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   973
  assumes "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   974
  shows "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   975
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   976
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   977
lemma interiorE [elim?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   978
  assumes "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   979
  obtains T where "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   980
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   981
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   982
lemma open_interior [simp, intro]: "open (interior S)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   983
  by (simp add: interior_def open_Union)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   984
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   985
lemma interior_subset: "interior S \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   986
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   987
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   988
lemma interior_maximal: "T \<subseteq> S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   989
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   990
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   991
lemma interior_open: "open S \<Longrightarrow> interior S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   992
  by (intro equalityI interior_subset interior_maximal subset_refl)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   993
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   994
lemma interior_eq: "interior S = S \<longleftrightarrow> open S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   995
  by (metis open_interior interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   996
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   997
lemma open_subset_interior: "open S \<Longrightarrow> S \<subseteq> interior T \<longleftrightarrow> S \<subseteq> T"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   998
  by (metis interior_maximal interior_subset subset_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   999
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1000
lemma interior_empty [simp]: "interior {} = {}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1001
  using open_empty by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1002
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1003
lemma interior_UNIV [simp]: "interior UNIV = UNIV"
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1004
  using open_UNIV by (rule interior_open)
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1005
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1006
lemma interior_interior [simp]: "interior (interior S) = interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1007
  using open_interior by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1008
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1009
lemma interior_mono: "S \<subseteq> T \<Longrightarrow> interior S \<subseteq> interior T"
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1010
  by (auto simp add: interior_def)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1011
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1012
lemma interior_unique:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1013
  assumes "T \<subseteq> S" and "open T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1014
  assumes "\<And>T'. T' \<subseteq> S \<Longrightarrow> open T' \<Longrightarrow> T' \<subseteq> T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1015
  shows "interior S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1016
  by (intro equalityI assms interior_subset open_interior interior_maximal)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1017
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1018
lemma interior_inter [simp]: "interior (S \<inter> T) = interior S \<inter> interior T"
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1019
  by (intro equalityI Int_mono Int_greatest interior_mono Int_lower1
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1020
    Int_lower2 interior_maximal interior_subset open_Int open_interior)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1021
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1022
lemma mem_interior: "x \<in> interior S \<longleftrightarrow> (\<exists>e>0. ball x e \<subseteq> S)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1023
  using open_contains_ball_eq [where S="interior S"]
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1024
  by (simp add: open_subset_interior)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1025
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1026
lemma interior_limit_point [intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1027
  fixes x :: "'a::perfect_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1028
  assumes x: "x \<in> interior S" shows "x islimpt S"
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1029
  using x islimpt_UNIV [of x]
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1030
  unfolding interior_def islimpt_def
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1031
  apply (clarsimp, rename_tac T T')
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1032
  apply (drule_tac x="T \<inter> T'" in spec)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1033
  apply (auto simp add: open_Int)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1034
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1035
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1036
lemma interior_closed_Un_empty_interior:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1037
  assumes cS: "closed S" and iT: "interior T = {}"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1038
  shows "interior (S \<union> T) = interior S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1039
proof
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1040
  show "interior S \<subseteq> interior (S \<union> T)"
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1041
    by (rule interior_mono, rule Un_upper1)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1042
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1043
  show "interior (S \<union> T) \<subseteq> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1044
  proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1045
    fix x assume "x \<in> interior (S \<union> T)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1046
    then obtain R where "open R" "x \<in> R" "R \<subseteq> S \<union> T" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1047
    show "x \<in> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1048
    proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1049
      assume "x \<notin> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1050
      with `x \<in> R` `open R` obtain y where "y \<in> R - S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1051
        unfolding interior_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1052
      from `open R` `closed S` have "open (R - S)" by (rule open_Diff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1053
      from `R \<subseteq> S \<union> T` have "R - S \<subseteq> T" by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1054
      from `y \<in> R - S` `open (R - S)` `R - S \<subseteq> T` `interior T = {}`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1055
      show "False" unfolding interior_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1056
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1057
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1058
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1059
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1060
lemma interior_Times: "interior (A \<times> B) = interior A \<times> interior B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1061
proof (rule interior_unique)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1062
  show "interior A \<times> interior B \<subseteq> A \<times> B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1063
    by (intro Sigma_mono interior_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1064
  show "open (interior A \<times> interior B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1065
    by (intro open_Times open_interior)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1066
  fix T assume "T \<subseteq> A \<times> B" and "open T" thus "T \<subseteq> interior A \<times> interior B"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1067
  proof (safe)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1068
    fix x y assume "(x, y) \<in> T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1069
    then obtain C D where "open C" "open D" "C \<times> D \<subseteq> T" "x \<in> C" "y \<in> D"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1070
      using `open T` unfolding open_prod_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1071
    hence "open C" "open D" "C \<subseteq> A" "D \<subseteq> B" "x \<in> C" "y \<in> D"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1072
      using `T \<subseteq> A \<times> B` by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1073
    thus "x \<in> interior A" and "y \<in> interior B"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1074
      by (auto intro: interiorI)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1075
  qed
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1076
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1077
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1078
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1079
subsection {* Closure of a Set *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1080
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1081
definition "closure S = S \<union> {x | x. x islimpt S}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1082
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1083
lemma interior_closure: "interior S = - (closure (- S))"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1084
  unfolding interior_def closure_def islimpt_def by auto
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1085
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1086
lemma closure_interior: "closure S = - interior (- S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1087
  unfolding interior_closure by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1088
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1089
lemma closed_closure[simp, intro]: "closed (closure S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1090
  unfolding closure_interior by (simp add: closed_Compl)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1091
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1092
lemma closure_subset: "S \<subseteq> closure S"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1093
  unfolding closure_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1094
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1095
lemma closure_hull: "closure S = closed hull S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1096
  unfolding hull_def closure_interior interior_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1097
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1098
lemma closure_eq: "closure S = S \<longleftrightarrow> closed S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1099
  unfolding closure_hull using closed_Inter by (rule hull_eq)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1100
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1101
lemma closure_closed [simp]: "closed S \<Longrightarrow> closure S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1102
  unfolding closure_eq .
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1103
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1104
lemma closure_closure [simp]: "closure (closure S) = closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1105
  unfolding closure_hull by (rule hull_hull)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1106
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1107
lemma closure_mono: "S \<subseteq> T \<Longrightarrow> closure S \<subseteq> closure T"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1108
  unfolding closure_hull by (rule hull_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1109
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1110
lemma closure_minimal: "S \<subseteq> T \<Longrightarrow> closed T \<Longrightarrow> closure S \<subseteq> T"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1111
  unfolding closure_hull by (rule hull_minimal)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1112
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1113
lemma closure_unique:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1114
  assumes "S \<subseteq> T" and "closed T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1115
  assumes "\<And>T'. S \<subseteq> T' \<Longrightarrow> closed T' \<Longrightarrow> T \<subseteq> T'"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1116
  shows "closure S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1117
  using assms unfolding closure_hull by (rule hull_unique)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1118
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1119
lemma closure_empty [simp]: "closure {} = {}"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1120
  using closed_empty by (rule closure_closed)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1121
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1122
lemma closure_UNIV [simp]: "closure UNIV = UNIV"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1123
  using closed_UNIV by (rule closure_closed)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1124
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1125
lemma closure_union [simp]: "closure (S \<union> T) = closure S \<union> closure T"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1126
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1127
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1128
lemma closure_eq_empty: "closure S = {} \<longleftrightarrow> S = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1129
  using closure_empty closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1130
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1131
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1132
lemma closure_subset_eq: "closure S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1133
  using closure_eq[of S] closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1134
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1135
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1136
lemma open_inter_closure_eq_empty:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1137
  "open S \<Longrightarrow> (S \<inter> closure T) = {} \<longleftrightarrow> S \<inter> T = {}"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1138
  using open_subset_interior[of S "- T"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1139
  using interior_subset[of "- T"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1140
  unfolding closure_interior
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1141
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1142
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1143
lemma open_inter_closure_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1144
  "open S \<Longrightarrow> (S \<inter> (closure T)) \<subseteq> closure(S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1145
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1146
  fix x
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1147
  assume as: "open S" "x \<in> S \<inter> closure T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1148
  { assume *:"x islimpt T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1149
    have "x islimpt (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1150
    proof (rule islimptI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1151
      fix A
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1152
      assume "x \<in> A" "open A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1153
      with as have "x \<in> A \<inter> S" "open (A \<inter> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1154
        by (simp_all add: open_Int)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1155
      with * obtain y where "y \<in> T" "y \<in> A \<inter> S" "y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1156
        by (rule islimptE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1157
      hence "y \<in> S \<inter> T" "y \<in> A \<and> y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1158
        by simp_all
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1159
      thus "\<exists>y\<in>(S \<inter> T). y \<in> A \<and> y \<noteq> x" ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1160
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1161
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1162
  then show "x \<in> closure (S \<inter> T)" using as
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1163
    unfolding closure_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1164
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1165
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1166
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1167
lemma closure_complement: "closure (- S) = - interior S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1168
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1169
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1170
lemma interior_complement: "interior (- S) = - closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1171
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1172
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1173
lemma closure_Times: "closure (A \<times> B) = closure A \<times> closure B"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1174
proof (rule closure_unique)
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1175
  show "A \<times> B \<subseteq> closure A \<times> closure B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1176
    by (intro Sigma_mono closure_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1177
  show "closed (closure A \<times> closure B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1178
    by (intro closed_Times closed_closure)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1179
  fix T assume "A \<times> B \<subseteq> T" and "closed T" thus "closure A \<times> closure B \<subseteq> T"
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1180
    apply (simp add: closed_def open_prod_def, clarify)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1181
    apply (rule ccontr)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1182
    apply (drule_tac x="(a, b)" in bspec, simp, clarify, rename_tac C D)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1183
    apply (simp add: closure_interior interior_def)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1184
    apply (drule_tac x=C in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1185
    apply (drule_tac x=D in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1186
    apply auto
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1187
    done
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1188
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1189
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1190
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1191
subsection {* Frontier (aka boundary) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1192
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1193
definition "frontier S = closure S - interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1194
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1195
lemma frontier_closed: "closed(frontier S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1196
  by (simp add: frontier_def closed_Diff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1197
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1198
lemma frontier_closures: "frontier S = (closure S) \<inter> (closure(- S))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1199
  by (auto simp add: frontier_def interior_closure)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1200
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1201
lemma frontier_straddle:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1202
  fixes a :: "'a::metric_space"
44909
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
  1203
  shows "a \<in> frontier S \<longleftrightarrow> (\<forall>e>0. (\<exists>x\<in>S. dist a x < e) \<and> (\<exists>x. x \<notin> S \<and> dist a x < e))"
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
  1204
  unfolding frontier_def closure_interior
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
  1205
  by (auto simp add: mem_interior subset_eq ball_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1206
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1207
lemma frontier_subset_closed: "closed S \<Longrightarrow> frontier S \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1208
  by (metis frontier_def closure_closed Diff_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1209
34964
4e8be3c04d37 Replaced vec1 and dest_vec1 by abbreviation.
hoelzl
parents: 34291
diff changeset
  1210
lemma frontier_empty[simp]: "frontier {} = {}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1211
  by (simp add: frontier_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1212
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1213
lemma frontier_subset_eq: "frontier S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1214
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1215
  { assume "frontier S \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1216
    hence "closure S \<subseteq> S" using interior_subset unfolding frontier_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1217
    hence "closed S" using closure_subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1218
  }
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1219
  thus ?thesis using frontier_subset_closed[of S] ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1220
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1221
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1222
lemma frontier_complement: "frontier(- S) = frontier S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1223
  by (auto simp add: frontier_def closure_complement interior_complement)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1224
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1225
lemma frontier_disjoint_eq: "frontier S \<inter> S = {} \<longleftrightarrow> open S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1226
  using frontier_complement frontier_subset_eq[of "- S"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1227
  unfolding open_closed by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1228
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1229
subsection {* Filters and the ``eventually true'' quantifier *}
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1230
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1231
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1232
  indirection :: "'a::real_normed_vector \<Rightarrow> 'a \<Rightarrow> 'a filter"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1233
    (infixr "indirection" 70) where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1234
  "a indirection v = (at a) within {b. \<exists>c\<ge>0. b - a = scaleR c v}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1235
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1236
text {* Identify Trivial limits, where we can't approach arbitrarily closely. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1237
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1238
lemma trivial_limit_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1239
  shows "trivial_limit (at a within S) \<longleftrightarrow> \<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1240
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1241
  assume "trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1242
  thus "\<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1243
    unfolding trivial_limit_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1244
    unfolding eventually_within eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1245
    unfolding islimpt_def
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  1246
    apply (clarsimp simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1247
    apply (rename_tac T, rule_tac x=T in exI)
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1248
    apply (clarsimp, drule_tac x=y in bspec, simp_all)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1249
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1250
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1251
  assume "\<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1252
  thus "trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1253
    unfolding trivial_limit_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1254
    unfolding eventually_within eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1255
    unfolding islimpt_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1256
    apply clarsimp
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1257
    apply (rule_tac x=T in exI)
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1258
    apply auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1259
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1260
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1261
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1262
lemma trivial_limit_at_iff: "trivial_limit (at a) \<longleftrightarrow> \<not> a islimpt UNIV"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1263
  using trivial_limit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1264
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1265
lemma trivial_limit_at:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1266
  fixes a :: "'a::perfect_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1267
  shows "\<not> trivial_limit (at a)"
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1268
  by (rule at_neq_bot)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1269
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1270
lemma trivial_limit_at_infinity:
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1271
  "\<not> trivial_limit (at_infinity :: ('a::{real_normed_vector,perfect_space}) filter)"
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1272
  unfolding trivial_limit_def eventually_at_infinity
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1273
  apply clarsimp
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1274
  apply (subgoal_tac "\<exists>x::'a. x \<noteq> 0", clarify)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1275
   apply (rule_tac x="scaleR (b / norm x) x" in exI, simp)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1276
  apply (cut_tac islimpt_UNIV [of "0::'a", unfolded islimpt_def])
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1277
  apply (drule_tac x=UNIV in spec, simp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1278
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1279
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1280
text {* Some property holds "sufficiently close" to the limit point. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1281
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1282
lemma eventually_at: (* FIXME: this replaces Limits.eventually_at *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1283
  "eventually P (at a) \<longleftrightarrow> (\<exists>d>0. \<forall>x. 0 < dist x a \<and> dist x a < d \<longrightarrow> P x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1284
unfolding eventually_at dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1285
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  1286
lemma eventually_within: (* FIXME: this replaces Limits.eventually_within *)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  1287
  "eventually P (at a within S) \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1288
        (\<exists>d>0. \<forall>x\<in>S. 0 < dist x a \<and> dist x a < d \<longrightarrow> P x)"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  1289
  by (rule eventually_within_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1290
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1291
lemma eventually_happens: "eventually P net ==> trivial_limit net \<or> (\<exists>x. P x)"
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1292
  unfolding trivial_limit_def
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1293
  by (auto elim: eventually_rev_mp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1294
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1295
lemma trivial_limit_eventually: "trivial_limit net \<Longrightarrow> eventually P net"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1296
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1297
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1298
lemma trivial_limit_eq: "trivial_limit net \<longleftrightarrow> (\<forall>P. eventually P net)"
44342
8321948340ea redefine constant 'trivial_limit' as an abbreviation
huffman
parents: 44286
diff changeset
  1299
  by (simp add: filter_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1300
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1301
text{* Combining theorems for "eventually" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1302
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1303
lemma eventually_rev_mono:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1304
  "eventually P net \<Longrightarrow> (\<forall>x. P x \<longrightarrow> Q x) \<Longrightarrow> eventually Q net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1305
using eventually_mono [of P Q] by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1306
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1307
lemma not_eventually: "(\<forall>x. \<not> P x ) \<Longrightarrow> ~(trivial_limit net) ==> ~(eventually (\<lambda>x. P x) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1308
  by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1309
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1310
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1311
subsection {* Limits *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1312
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1313
text{* Notation Lim to avoid collition with lim defined in analysis *}
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1314
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1315
definition Lim :: "'a filter \<Rightarrow> ('a \<Rightarrow> 'b::t2_space) \<Rightarrow> 'b"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1316
  where "Lim A f = (THE l. (f ---> l) A)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1317
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1318
lemma Lim:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1319
 "(f ---> l) net \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1320
        trivial_limit net \<or>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1321
        (\<forall>e>0. eventually (\<lambda>x. dist (f x) l < e) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1322
  unfolding tendsto_iff trivial_limit_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1323
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1324
text{* Show that they yield usual definitions in the various cases. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1325
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1326
lemma Lim_within_le: "(f ---> l)(at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1327
           (\<forall>e>0. \<exists>d>0. \<forall>x\<in>S. 0 < dist x a  \<and> dist x a  <= d \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1328
  by (auto simp add: tendsto_iff eventually_within_le)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1329
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1330
lemma Lim_within: "(f ---> l) (at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1331
        (\<forall>e >0. \<exists>d>0. \<forall>x \<in> S. 0 < dist x a  \<and> dist x a  < d  \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1332
  by (auto simp add: tendsto_iff eventually_within)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1333
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1334
lemma Lim_at: "(f ---> l) (at a) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1335
        (\<forall>e >0. \<exists>d>0. \<forall>x. 0 < dist x a  \<and> dist x a  < d  \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1336
  by (auto simp add: tendsto_iff eventually_at)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1337
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1338
lemma Lim_at_infinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1339
  "(f ---> l) at_infinity \<longleftrightarrow> (\<forall>e>0. \<exists>b. \<forall>x. norm x >= b \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1340
  by (auto simp add: tendsto_iff eventually_at_infinity)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1341
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1342
lemma Lim_eventually: "eventually (\<lambda>x. f x = l) net \<Longrightarrow> (f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1343
  by (rule topological_tendstoI, auto elim: eventually_rev_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1344
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1345
text{* The expected monotonicity property. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1346
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1347
lemma Lim_within_empty: "(f ---> l) (net within {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1348
  unfolding tendsto_def Limits.eventually_within by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1349
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1350
lemma Lim_within_subset: "(f ---> l) (net within S) \<Longrightarrow> T \<subseteq> S \<Longrightarrow> (f ---> l) (net within T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1351
  unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1352
  by (auto elim!: eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1353
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1354
lemma Lim_Un: assumes "(f ---> l) (net within S)" "(f ---> l) (net within T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1355
  shows "(f ---> l) (net within (S \<union> T))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1356
  using assms unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1357
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1358
  apply (drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1359
  apply (drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1360
  apply (auto elim: eventually_elim2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1361
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1362
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1363
lemma Lim_Un_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1364
 "(f ---> l) (net within S) \<Longrightarrow> (f ---> l) (net within T) \<Longrightarrow>  S \<union> T = UNIV
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1365
        ==> (f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1366
  by (metis Lim_Un within_UNIV)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1367
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1368
text{* Interrelations between restricted and unrestricted limits. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1369
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1370
lemma Lim_at_within: "(f ---> l) net ==> (f ---> l)(net within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1371
  (* FIXME: rename *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1372
  unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1373
  apply (clarify, drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1374
  by (auto elim!: eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1375
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1376
lemma eventually_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1377
  assumes "x \<in> interior S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1378
  shows "eventually P (at x within S) \<longleftrightarrow> eventually P (at x)" (is "?lhs = ?rhs")
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1379
proof-
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1380
  from assms obtain T where T: "open T" "x \<in> T" "T \<subseteq> S" ..
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1381
  { assume "?lhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1382
    then obtain A where "open A" "x \<in> A" "\<forall>y\<in>A. y \<noteq> x \<longrightarrow> y \<in> S \<longrightarrow> P y"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1383
      unfolding Limits.eventually_within Limits.eventually_at_topological
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1384
      by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1385
    with T have "open (A \<inter> T)" "x \<in> A \<inter> T" "\<forall>y\<in>(A \<inter> T). y \<noteq> x \<longrightarrow> P y"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1386
      by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1387
    then have "?rhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1388
      unfolding Limits.eventually_at_topological by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1389
  } moreover
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1390
  { assume "?rhs" hence "?lhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1391
      unfolding Limits.eventually_within
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1392
      by (auto elim: eventually_elim1)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1393
  } ultimately
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1394
  show "?thesis" ..
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1395
qed
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1396
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1397
lemma at_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1398
  "x \<in> interior S \<Longrightarrow> at x within S = at x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1399
  by (simp add: filter_eq_iff eventually_within_interior)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1400
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1401
lemma at_within_open:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1402
  "\<lbrakk>x \<in> S; open S\<rbrakk> \<Longrightarrow> at x within S = at x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1403
  by (simp only: at_within_interior interior_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1404
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1405
lemma Lim_within_open:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1406
  fixes f :: "'a::topological_space \<Rightarrow> 'b::topological_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1407
  assumes"a \<in> S" "open S"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1408
  shows "(f ---> l)(at a within S) \<longleftrightarrow> (f ---> l)(at a)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1409
  using assms by (simp only: at_within_open)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1410
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1411
lemma Lim_within_LIMSEQ:
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1412
  fixes a :: "'a::metric_space"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1413
  assumes "\<forall>S. (\<forall>n. S n \<noteq> a \<and> S n \<in> T) \<and> S ----> a \<longrightarrow> (\<lambda>n. X (S n)) ----> L"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1414
  shows "(X ---> L) (at a within T)"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1415
  using assms unfolding tendsto_def [where l=L]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1416
  by (simp add: sequentially_imp_eventually_within)
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1417
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1418
lemma Lim_right_bound:
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1419
  fixes f :: "real \<Rightarrow> real"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1420
  assumes mono: "\<And>a b. a \<in> I \<Longrightarrow> b \<in> I \<Longrightarrow> x < a \<Longrightarrow> a \<le> b \<Longrightarrow> f a \<le> f b"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1421
  assumes bnd: "\<And>a. a \<in> I \<Longrightarrow> x < a \<Longrightarrow> K \<le> f a"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1422
  shows "(f ---> Inf (f ` ({x<..} \<inter> I))) (at x within ({x<..} \<inter> I))"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1423
proof cases
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1424
  assume "{x<..} \<inter> I = {}" then show ?thesis by (simp add: Lim_within_empty)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1425
next
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1426
  assume [simp]: "{x<..} \<inter> I \<noteq> {}"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1427
  show ?thesis
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1428
  proof (rule Lim_within_LIMSEQ, safe)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1429
    fix S assume S: "\<forall>n. S n \<noteq> x \<and> S n \<in> {x <..} \<inter> I" "S ----> x"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1430
    
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1431
    show "(\<lambda>n. f (S n)) ----> Inf (f ` ({x<..} \<inter> I))"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1432
    proof (rule LIMSEQ_I, rule ccontr)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1433
      fix r :: real assume "0 < r"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1434
      with Inf_close[of "f ` ({x<..} \<inter> I)" r]
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1435
      obtain y where y: "x < y" "y \<in> I" "f y < Inf (f ` ({x <..} \<inter> I)) + r" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1436
      from `x < y` have "0 < y - x" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1437
      from S(2)[THEN LIMSEQ_D, OF this]
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1438
      obtain N where N: "\<And>n. N \<le> n \<Longrightarrow> \<bar>S n - x\<bar> < y - x" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1439
      
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1440
      assume "\<not> (\<exists>N. \<forall>n\<ge>N. norm (f (S n) - Inf (f ` ({x<..} \<inter> I))) < r)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1441
      moreover have "\<And>n. Inf (f ` ({x<..} \<inter> I)) \<le> f (S n)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1442
        using S bnd by (intro Inf_lower[where z=K]) auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1443
      ultimately obtain n where n: "N \<le> n" "r + Inf (f ` ({x<..} \<inter> I)) \<le> f (S n)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1444
        by (auto simp: not_less field_simps)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1445
      with N[OF n(1)] mono[OF _ `y \<in> I`, of "S n"] S(1)[THEN spec, of n] y
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1446
      show False by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1447
    qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1448
  qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1449
qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1450
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1451
text{* Another limit point characterization. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1452
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1453
lemma islimpt_sequential:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1454
  fixes x :: "'a::first_countable_topology"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1455
  shows "x islimpt S \<longleftrightarrow> (\<exists>f. (\<forall>n::nat. f n \<in> S - {x}) \<and> (f ---> x) sequentially)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1456
    (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1457
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1458
  assume ?lhs
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1459
  from countable_basis_at_decseq[of x] guess A . note A = this
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1460
  def f \<equiv> "\<lambda>n. SOME y. y \<in> S \<and> y \<in> A n \<and> x \<noteq> y"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1461
  { fix n
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1462
    from `?lhs` have "\<exists>y. y \<in> S \<and> y \<in> A n \<and> x \<noteq> y"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1463
      unfolding islimpt_def using A(1,2)[of n] by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1464
    then have "f n \<in> S \<and> f n \<in> A n \<and> x \<noteq> f n"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1465
      unfolding f_def by (rule someI_ex)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1466
    then have "f n \<in> S" "f n \<in> A n" "x \<noteq> f n" by auto }
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1467
  then have "\<forall>n. f n \<in> S - {x}" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1468
  moreover have "(\<lambda>n. f n) ----> x"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1469
  proof (rule topological_tendstoI)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1470
    fix S assume "open S" "x \<in> S"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1471
    from A(3)[OF this] `\<And>n. f n \<in> A n`
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1472
    show "eventually (\<lambda>x. f x \<in> S) sequentially" by (auto elim!: eventually_elim1)
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1473
  qed
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1474
  ultimately show ?rhs by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1475
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1476
  assume ?rhs
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1477
  then obtain f :: "nat \<Rightarrow> 'a" where f: "\<And>n. f n \<in> S - {x}" and lim: "f ----> x" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1478
  show ?lhs
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1479
    unfolding islimpt_def
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1480
  proof safe
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1481
    fix T assume "open T" "x \<in> T"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1482
    from lim[THEN topological_tendstoD, OF this] f
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1483
    show "\<exists>y\<in>S. y \<in> T \<and> y \<noteq> x"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1484
      unfolding eventually_sequentially by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1485
  qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1486
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1487
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1488
lemma Lim_inv: (* TODO: delete *)
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1489
  fixes f :: "'a \<Rightarrow> real" and A :: "'a filter"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1490
  assumes "(f ---> l) A" and "l \<noteq> 0"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1491
  shows "((inverse o f) ---> inverse l) A"
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1492
  unfolding o_def using assms by (rule tendsto_inverse)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1493
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1494
lemma Lim_null:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1495
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1496
  shows "(f ---> l) net \<longleftrightarrow> ((\<lambda>x. f(x) - l) ---> 0) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1497
  by (simp add: Lim dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1498
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1499
lemma Lim_null_comparison:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1500
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1501
  assumes "eventually (\<lambda>x. norm (f x) \<le> g x) net" "(g ---> 0) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1502
  shows "(f ---> 0) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1503
proof (rule metric_tendsto_imp_tendsto)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1504
  show "(g ---> 0) net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1505
  show "eventually (\<lambda>x. dist (f x) 0 \<le> dist (g x) 0) net"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1506
    using assms(1) by (rule eventually_elim1, simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1507
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1508
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1509
lemma Lim_transform_bound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1510
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1511
  fixes g :: "'a \<Rightarrow> 'c::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1512
  assumes "eventually (\<lambda>n. norm(f n) <= norm(g n)) net"  "(g ---> 0) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1513
  shows "(f ---> 0) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1514
  using assms(1) tendsto_norm_zero [OF assms(2)]
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1515
  by (rule Lim_null_comparison)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1516
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1517
text{* Deducing things about the limit from the elements. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1518
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1519
lemma Lim_in_closed_set:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1520
  assumes "closed S" "eventually (\<lambda>x. f(x) \<in> S) net" "\<not>(trivial_limit net)" "(f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1521
  shows "l \<in> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1522
proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1523
  assume "l \<notin> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1524
  with `closed S` have "open (- S)" "l \<in> - S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1525
    by (simp_all add: open_Compl)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1526
  with assms(4) have "eventually (\<lambda>x. f x \<in> - S) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1527
    by (rule topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1528
  with assms(2) have "eventually (\<lambda>x. False) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1529
    by (rule eventually_elim2) simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1530
  with assms(3) show "False"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1531
    by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1532
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1533
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1534
text{* Need to prove closed(cball(x,e)) before deducing this as a corollary. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1535
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1536
lemma Lim_dist_ubound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1537
  assumes "\<not>(trivial_limit net)" "(f ---> l) net" "eventually (\<lambda>x. dist a (f x) <= e) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1538
  shows "dist a l <= e"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1539
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1540
  have "dist a l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1541
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1542
    show "closed {..e}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1543
    show "eventually (\<lambda>x. dist a (f x) \<in> {..e}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1544
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1545
    show "((\<lambda>x. dist a (f x)) ---> dist a l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1546
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1547
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1548
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1549
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1550
lemma Lim_norm_ubound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1551
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1552
  assumes "\<not>(trivial_limit net)" "(f ---> l) net" "eventually (\<lambda>x. norm(f x) <= e) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1553
  shows "norm(l) <= e"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1554
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1555
  have "norm l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1556
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1557
    show "closed {..e}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1558
    show "eventually (\<lambda>x. norm (f x) \<in> {..e}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1559
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1560
    show "((\<lambda>x. norm (f x)) ---> norm l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1561
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1562
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1563
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1564
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1565
lemma Lim_norm_lbound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1566
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1567
  assumes "\<not> (trivial_limit net)"  "(f ---> l) net"  "eventually (\<lambda>x. e <= norm(f x)) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1568
  shows "e \<le> norm l"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1569
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1570
  have "norm l \<in> {e..}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1571
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1572
    show "closed {e..}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1573
    show "eventually (\<lambda>x. norm (f x) \<in> {e..}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1574
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1575
    show "((\<lambda>x. norm (f x)) ---> norm l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1576
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1577
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1578
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1579
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1580
text{* Uniqueness of the limit, when nontrivial. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1581
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1582
lemma tendsto_Lim:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1583
  fixes f :: "'a \<Rightarrow> 'b::t2_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1584
  shows "~(trivial_limit net) \<Longrightarrow> (f ---> l) net ==> Lim net f = l"
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  1585
  unfolding Lim_def using tendsto_unique[of net f] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1586
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1587
text{* Limit under bilinear function *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1588
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1589
lemma Lim_bilinear:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1590
  assumes "(f ---> l) net" and "(g ---> m) net" and "bounded_bilinear h"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1591
  shows "((\<lambda>x. h (f x) (g x)) ---> (h l m)) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1592
using `bounded_bilinear h` `(f ---> l) net` `(g ---> m) net`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1593
by (rule bounded_bilinear.tendsto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1594
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1595
text{* These are special for limits out of the same vector space. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1596
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1597
lemma Lim_within_id: "(id ---> a) (at a within s)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1598
  unfolding id_def by (rule tendsto_ident_at_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1599
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1600
lemma Lim_at_id: "(id ---> a) (at a)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1601
  unfolding id_def by (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1602
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1603
lemma Lim_at_zero:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1604
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1605
  fixes l :: "'b::topological_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1606
  shows "(f ---> l) (at a) \<longleftrightarrow> ((\<lambda>x. f(a + x)) ---> l) (at 0)" (is "?lhs = ?rhs")
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1607
  using LIM_offset_zero LIM_offset_zero_cancel ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1608
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1609
text{* It's also sometimes useful to extract the limit point from the filter. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1610
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1611
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1612
  netlimit :: "'a::t2_space filter \<Rightarrow> 'a" where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1613
  "netlimit net = (SOME a. ((\<lambda>x. x) ---> a) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1614
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1615
lemma netlimit_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1616
  assumes "\<not> trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1617
  shows "netlimit (at a within S) = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1618
unfolding netlimit_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1619
apply (rule some_equality)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1620
apply (rule Lim_at_within)
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  1621
apply (rule tendsto_ident_at)
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  1622
apply (erule tendsto_unique [OF assms])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1623
apply (rule Lim_at_within)
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  1624
apply (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1625
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1626
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1627
lemma netlimit_at:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1628
  fixes a :: "'a::{perfect_space,t2_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1629
  shows "netlimit (at a) = a"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1630
  using netlimit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1631
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1632
lemma lim_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1633
  "x \<in> interior S \<Longrightarrow> (f ---> l) (at x within S) \<longleftrightarrow> (f ---> l) (at x)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1634
  by (simp add: at_within_interior)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1635
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1636
lemma netlimit_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1637
  fixes x :: "'a::{t2_space,perfect_space}"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1638
  assumes "x \<in> interior S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1639
  shows "netlimit (at x within S) = x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1640
using assms by (simp add: at_within_interior netlimit_at)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1641
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1642
text{* Transformation of limit. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1643
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1644
lemma Lim_transform:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1645
  fixes f g :: "'a::type \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1646
  assumes "((\<lambda>x. f x - g x) ---> 0) net" "(f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1647
  shows "(g ---> l) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1648
  using tendsto_diff [OF assms(2) assms(1)] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1649
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1650
lemma Lim_transform_eventually:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1651
  "eventually (\<lambda>x. f x = g x) net \<Longrightarrow> (f ---> l) net \<Longrightarrow> (g ---> l) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1652
  apply (rule topological_tendstoI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1653
  apply (drule (2) topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1654
  apply (erule (1) eventually_elim2, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1655
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1656
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1657
lemma Lim_transform_within:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1658
  assumes "0 < d" and "\<forall>x'\<in>S. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1659
  and "(f ---> l) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1660
  shows "(g ---> l) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1661
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1662
  show "eventually (\<lambda>x. f x = g x) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1663
    unfolding eventually_within
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1664
    using assms(1,2) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1665
  show "(f ---> l) (at x within S)" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1666
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1667
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1668
lemma Lim_transform_at:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1669
  assumes "0 < d" and "\<forall>x'. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1670
  and "(f ---> l) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1671
  shows "(g ---> l) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1672
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1673
  show "eventually (\<lambda>x. f x = g x) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1674
    unfolding eventually_at
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1675
    using assms(1,2) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1676
  show "(f ---> l) (at x)" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1677
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1678
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1679
text{* Common case assuming being away from some crucial point like 0. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1680
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1681
lemma Lim_transform_away_within:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1682
  fixes a b :: "'a::t1_space"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1683
  assumes "a \<noteq> b" and "\<forall>x\<in>S. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1684
  and "(f ---> l) (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1685
  shows "(g ---> l) (at a within S)"
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1686
proof (rule Lim_transform_eventually)
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1687
  show "(f ---> l) (at a within S)" by fact
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1688
  show "eventually (\<lambda>x. f x = g x) (at a within S)"
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1689
    unfolding Limits.eventually_within eventually_at_topological
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1690
    by (rule exI [where x="- {b}"], simp add: open_Compl assms)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1691
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1692
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1693
lemma Lim_transform_away_at:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1694
  fixes a b :: "'a::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1695
  assumes ab: "a\<noteq>b" and fg: "\<forall>x. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1696
  and fl: "(f ---> l) (at a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1697
  shows "(g ---> l) (at a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1698
  using Lim_transform_away_within[OF ab, of UNIV f g l] fg fl
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1699
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1700
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1701
text{* Alternatively, within an open set. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1702
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1703
lemma Lim_transform_within_open:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1704
  assumes "open S" and "a \<in> S" and "\<forall>x\<in>S. x \<noteq> a \<longrightarrow> f x = g x"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1705
  and "(f ---> l) (at a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1706
  shows "(g ---> l) (at a)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1707
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1708
  show "eventually (\<lambda>x. f x = g x) (at a)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1709
    unfolding eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1710
    using assms(1,2,3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1711
  show "(f ---> l) (at a)" by fact
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1712
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1713
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1714
text{* A congruence rule allowing us to transform limits assuming not at point. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1715
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1716
(* FIXME: Only one congruence rule for tendsto can be used at a time! *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1717
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1718
lemma Lim_cong_within(*[cong add]*):
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1719
  assumes "a = b" "x = y" "S = T"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1720
  assumes "\<And>x. x \<noteq> b \<Longrightarrow> x \<in> T \<Longrightarrow> f x = g x"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1721
  shows "(f ---> x) (at a within S) \<longleftrightarrow> (g ---> y) (at b within T)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1722
  unfolding tendsto_def Limits.eventually_within eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1723
  using assms by simp
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1724
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1725
lemma Lim_cong_at(*[cong add]*):
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1726
  assumes "a = b" "x = y"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1727
  assumes "\<And>x. x \<noteq> a \<Longrightarrow> f x = g x"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1728
  shows "((\<lambda>x. f x) ---> x) (at a) \<longleftrightarrow> ((g ---> y) (at a))"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1729
  unfolding tendsto_def eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1730
  using assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1731
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1732
text{* Useful lemmas on closure and set of possible sequential limits.*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1733
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1734
lemma closure_sequential:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1735
  fixes l :: "'a::first_countable_topology"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1736
  shows "l \<in> closure S \<longleftrightarrow> (\<exists>x. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1737
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1738
  assume "?lhs" moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1739
  { assume "l \<in> S"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1740
    hence "?rhs" using tendsto_const[of l sequentially] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1741
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1742
  { assume "l islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1743
    hence "?rhs" unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1744
  } ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1745
  show "?rhs" unfolding closure_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1746
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1747
  assume "?rhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1748
  thus "?lhs" unfolding closure_def unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1749
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1750
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1751
lemma closed_sequential_limits:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1752
  fixes S :: "'a::first_countable_topology set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1753
  shows "closed S \<longleftrightarrow> (\<forall>x l. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially \<longrightarrow> l \<in> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1754
  unfolding closed_limpt
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1755
  using closure_sequential [where 'a='a] closure_closed [where 'a='a] closed_limpt [where 'a='a] islimpt_sequential [where 'a='a] mem_delete [where 'a='a]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1756
  by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1757
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1758
lemma closure_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1759
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1760
  shows "x \<in> closure S \<longleftrightarrow> (\<forall>e>0. \<exists>y\<in>S. dist y x < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1761
  apply (auto simp add: closure_def islimpt_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1762
  by (metis dist_self)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1763
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1764
lemma closed_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1765
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1766
  shows "closed S ==> (\<forall>e>0. \<exists>y\<in>S. dist y x < e) \<longleftrightarrow> x \<in> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1767
  by (metis closure_closed closure_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1768
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1769
subsection {* Infimum Distance *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1770
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1771
definition "infdist x A = (if A = {} then 0 else Inf {dist x a|a. a \<in> A})"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1772
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1773
lemma infdist_notempty: "A \<noteq> {} \<Longrightarrow> infdist x A = Inf {dist x a|a. a \<in> A}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1774
  by (simp add: infdist_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1775
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1776
lemma infdist_nonneg:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1777
  shows "0 \<le> infdist x A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1778
  using assms by (auto simp add: infdist_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1779
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1780
lemma infdist_le:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1781
  assumes "a \<in> A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1782
  assumes "d = dist x a"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1783
  shows "infdist x A \<le> d"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1784
  using assms by (auto intro!: SupInf.Inf_lower[where z=0] simp add: infdist_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1785
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1786
lemma infdist_zero[simp]:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1787
  assumes "a \<in> A" shows "infdist a A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1788
proof -
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1789
  from infdist_le[OF assms, of "dist a a"] have "infdist a A \<le> 0" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1790
  with infdist_nonneg[of a A] assms show "infdist a A = 0" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1791
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1792
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1793
lemma infdist_triangle:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1794
  shows "infdist x A \<le> infdist y A + dist x y"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1795
proof cases
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1796
  assume "A = {}" thus ?thesis by (simp add: infdist_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1797
next
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1798
  assume "A \<noteq> {}" then obtain a where "a \<in> A" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1799
  have "infdist x A \<le> Inf {dist x y + dist y a |a. a \<in> A}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1800
  proof
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1801
    from `A \<noteq> {}` show "{dist x y + dist y a |a. a \<in> A} \<noteq> {}" by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1802
    fix d assume "d \<in> {dist x y + dist y a |a. a \<in> A}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1803
    then obtain a where d: "d = dist x y + dist y a" "a \<in> A" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1804
    show "infdist x A \<le> d"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1805
      unfolding infdist_notempty[OF `A \<noteq> {}`]
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1806
    proof (rule Inf_lower2)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1807
      show "dist x a \<in> {dist x a |a. a \<in> A}" using `a \<in> A` by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1808
      show "dist x a \<le> d" unfolding d by (rule dist_triangle)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1809
      fix d assume "d \<in> {dist x a |a. a \<in> A}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1810
      then obtain a where "a \<in> A" "d = dist x a" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1811
      thus "infdist x A \<le> d" by (rule infdist_le)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1812
    qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1813
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1814
  also have "\<dots> = dist x y + infdist y A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1815
  proof (rule Inf_eq, safe)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1816
    fix a assume "a \<in> A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1817
    thus "dist x y + infdist y A \<le> dist x y + dist y a" by (auto intro: infdist_le)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1818
  next
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1819
    fix i assume inf: "\<And>d. d \<in> {dist x y + dist y a |a. a \<in> A} \<Longrightarrow> i \<le> d"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1820
    hence "i - dist x y \<le> infdist y A" unfolding infdist_notempty[OF `A \<noteq> {}`] using `a \<in> A`
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1821
      by (intro Inf_greatest) (auto simp: field_simps)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1822
    thus "i \<le> dist x y + infdist y A" by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1823
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1824
  finally show ?thesis by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1825
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1826
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1827
lemma
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1828
  in_closure_iff_infdist_zero:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1829
  assumes "A \<noteq> {}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1830
  shows "x \<in> closure A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1831
proof
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1832
  assume "x \<in> closure A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1833
  show "infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1834
  proof (rule ccontr)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1835
    assume "infdist x A \<noteq> 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1836
    with infdist_nonneg[of x A] have "infdist x A > 0" by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1837
    hence "ball x (infdist x A) \<inter> closure A = {}" apply auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1838
      by (metis `0 < infdist x A` `x \<in> closure A` closure_approachable dist_commute
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1839
        eucl_less_not_refl euclidean_trans(2) infdist_le)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1840
    hence "x \<notin> closure A" by (metis `0 < infdist x A` centre_in_ball disjoint_iff_not_equal)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1841
    thus False using `x \<in> closure A` by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1842
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1843
next
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1844
  assume x: "infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1845
  then obtain a where "a \<in> A" by atomize_elim (metis all_not_in_conv assms)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1846
  show "x \<in> closure A" unfolding closure_approachable
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1847
  proof (safe, rule ccontr)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1848
    fix e::real assume "0 < e"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1849
    assume "\<not> (\<exists>y\<in>A. dist y x < e)"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1850
    hence "infdist x A \<ge> e" using `a \<in> A`
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1851
      unfolding infdist_def
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  1852
      by (force simp: dist_commute)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1853
    with x `0 < e` show False by auto
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1854
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1855
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1856
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1857
lemma
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1858
  in_closed_iff_infdist_zero:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1859
  assumes "closed A" "A \<noteq> {}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1860
  shows "x \<in> A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1861
proof -
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1862
  have "x \<in> closure A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1863
    by (rule in_closure_iff_infdist_zero) fact
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1864
  with assms show ?thesis by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1865
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1866
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1867
lemma tendsto_infdist [tendsto_intros]:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1868
  assumes f: "(f ---> l) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1869
  shows "((\<lambda>x. infdist (f x) A) ---> infdist l A) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1870
proof (rule tendstoI)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1871
  fix e ::real assume "0 < e"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1872
  from tendstoD[OF f this]
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1873
  show "eventually (\<lambda>x. dist (infdist (f x) A) (infdist l A) < e) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1874
  proof (eventually_elim)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1875
    fix x
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1876
    from infdist_triangle[of l A "f x"] infdist_triangle[of "f x" A l]
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1877
    have "dist (infdist (f x) A) (infdist l A) \<le> dist (f x) l"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1878
      by (simp add: dist_commute dist_real_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1879
    also assume "dist (f x) l < e"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1880
    finally show "dist (infdist (f x) A) (infdist l A) < e" .
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1881
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1882
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  1883
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1884
text{* Some other lemmas about sequences. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1885
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1886
lemma sequentially_offset:
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1887
  assumes "eventually (\<lambda>i. P i) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1888
  shows "eventually (\<lambda>i. P (i + k)) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1889
  using assms unfolding eventually_sequentially by (metis trans_le_add1)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1890
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1891
lemma seq_offset:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1892
  assumes "(f ---> l) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1893
  shows "((\<lambda>i. f (i + k)) ---> l) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1894
  using assms by (rule LIMSEQ_ignore_initial_segment) (* FIXME: redundant *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1895
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1896
lemma seq_offset_neg:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1897
  "(f ---> l) sequentially ==> ((\<lambda>i. f(i - k)) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1898
  apply (rule topological_tendstoI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1899
  apply (drule (2) topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1900
  apply (simp only: eventually_sequentially)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1901
  apply (subgoal_tac "\<And>N k (n::nat). N + k <= n ==> N <= n - k")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1902
  apply metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1903
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1904
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1905
lemma seq_offset_rev:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1906
  "((\<lambda>i. f(i + k)) ---> l) sequentially ==> (f ---> l) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1907
  by (rule LIMSEQ_offset) (* FIXME: redundant *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1908
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1909
lemma seq_harmonic: "((\<lambda>n. inverse (real n)) ---> 0) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1910
  using LIMSEQ_inverse_real_of_nat by (rule LIMSEQ_imp_Suc)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1911
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1912
subsection {* More properties of closed balls *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1913
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1914
lemma closed_cball: "closed (cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1915
unfolding cball_def closed_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1916
unfolding Collect_neg_eq [symmetric] not_le
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1917
apply (clarsimp simp add: open_dist, rename_tac y)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1918
apply (rule_tac x="dist x y - e" in exI, clarsimp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1919
apply (rename_tac x')
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1920
apply (cut_tac x=x and y=x' and z=y in dist_triangle)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1921
apply simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1922
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1923
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1924
lemma open_contains_cball: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>e>0.  cball x e \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1925
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1926
  { fix x and e::real assume "x\<in>S" "e>0" "ball x e \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1927
    hence "\<exists>d>0. cball x d \<subseteq> S" unfolding subset_eq by (rule_tac x="e/2" in exI, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1928
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1929
  { fix x and e::real assume "x\<in>S" "e>0" "cball x e \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1930
    hence "\<exists>d>0. ball x d \<subseteq> S" unfolding subset_eq apply(rule_tac x="e/2" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1931
  } ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1932
  show ?thesis unfolding open_contains_ball by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1933
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1934
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1935
lemma open_contains_cball_eq: "open S ==> (\<forall>x. x \<in> S \<longleftrightarrow> (\<exists>e>0. cball x e \<subseteq> S))"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
  1936
  by (metis open_contains_cball subset_eq order_less_imp_le centre_in_cball)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1937
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1938
lemma mem_interior_cball: "x \<in> interior S \<longleftrightarrow> (\<exists>e>0. cball x e \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1939
  apply (simp add: interior_def, safe)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1940
  apply (force simp add: open_contains_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1941
  apply (rule_tac x="ball x e" in exI)
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1942
  apply (simp add: subset_trans [OF ball_subset_cball])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1943
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1944
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1945
lemma islimpt_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1946
  fixes x y :: "'a::{real_normed_vector,perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1947
  shows "y islimpt ball x e \<longleftrightarrow> 0 < e \<and> y \<in> cball x e" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1948
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1949
  assume "?lhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1950
  { assume "e \<le> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1951
    hence *:"ball x e = {}" using ball_eq_empty[of x e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1952
    have False using `?lhs` unfolding * using islimpt_EMPTY[of y] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1953
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1954
  hence "e > 0" by (metis not_less)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1955
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1956
  have "y \<in> cball x e" using closed_cball[of x e] islimpt_subset[of y "ball x e" "cball x e"] ball_subset_cball[of x e] `?lhs` unfolding closed_limpt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1957
  ultimately show "?rhs" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1958
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1959
  assume "?rhs" hence "e>0"  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1960
  { fix d::real assume "d>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1961
    have "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1962
    proof(cases "d \<le> dist x y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1963
      case True thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1964
      proof(cases "x=y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1965
        case True hence False using `d \<le> dist x y` `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1966
        thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1967
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1968
        case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1969
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1970
        have "dist x (y - (d / (2 * dist y x)) *\<^sub>R (y - x))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1971
              = norm (x - y + (d / (2 * norm (y - x))) *\<^sub>R (y - x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1972
          unfolding mem_cball mem_ball dist_norm diff_diff_eq2 diff_add_eq[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1973
        also have "\<dots> = \<bar>- 1 + d / (2 * norm (x - y))\<bar> * norm (x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1974
          using scaleR_left_distrib[of "- 1" "d / (2 * norm (y - x))", THEN sym, of "y - x"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1975
          unfolding scaleR_minus_left scaleR_one
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1976
          by (auto simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1977
        also have "\<dots> = \<bar>- norm (x - y) + d / 2\<bar>"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1978
          unfolding abs_mult_pos[of "norm (x - y)", OF norm_ge_zero[of "x - y"]]
49962
a8cc904a6820 Renamed {left,right}_distrib to distrib_{right,left}.
webertj
parents: 49834
diff changeset
  1979
          unfolding distrib_right using `x\<noteq>y`[unfolded dist_nz, unfolded dist_norm] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1980
        also have "\<dots> \<le> e - d/2" using `d \<le> dist x y` and `d>0` and `?rhs` by(auto simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1981
        finally have "y - (d / (2 * dist y x)) *\<^sub>R (y - x) \<in> ball x e" using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1982
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1983
        moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1984
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1985
        have "(d / (2*dist y x)) *\<^sub>R (y - x) \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1986
          using `x\<noteq>y`[unfolded dist_nz] `d>0` unfolding scaleR_eq_0_iff by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1987
        moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1988
        have "dist (y - (d / (2 * dist y x)) *\<^sub>R (y - x)) y < d" unfolding dist_norm apply simp unfolding norm_minus_cancel
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1989
          using `d>0` `x\<noteq>y`[unfolded dist_nz] dist_commute[of x y]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1990
          unfolding dist_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1991
        ultimately show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d" by (rule_tac  x="y - (d / (2*dist y x)) *\<^sub>R (y - x)" in bexI) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1992
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1993
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1994
      case False hence "d > dist x y" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1995
      show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1996
      proof(cases "x=y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1997
        case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1998
        obtain z where **: "z \<noteq> y" "dist z y < min e d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1999
          using perfect_choose_dist[of "min e d" y]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2000
          using `d > 0` `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2001
        show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2002
          unfolding `x = y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2003
          using `z \<noteq> y` **
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2004
          by (rule_tac x=z in bexI, auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2005
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2006
        case False thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2007
          using `d>0` `d > dist x y` `?rhs` by(rule_tac x=x in bexI, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2008
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2009
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2010
  thus "?lhs" unfolding mem_cball islimpt_approachable mem_ball by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2011
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2012
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2013
lemma closure_ball_lemma:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2014
  fixes x y :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2015
  assumes "x \<noteq> y" shows "y islimpt ball x (dist x y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2016
proof (rule islimptI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2017
  fix T assume "y \<in> T" "open T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2018
  then obtain r where "0 < r" "\<forall>z. dist z y < r \<longrightarrow> z \<in> T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2019
    unfolding open_dist by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2020
  (* choose point between x and y, within distance r of y. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2021
  def k \<equiv> "min 1 (r / (2 * dist x y))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2022
  def z \<equiv> "y + scaleR k (x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2023
  have z_def2: "z = x + scaleR (1 - k) (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2024
    unfolding z_def by (simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2025
  have "dist z y < r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2026
    unfolding z_def k_def using `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2027
    by (simp add: dist_norm min_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2028
  hence "z \<in> T" using `\<forall>z. dist z y < r \<longrightarrow> z \<in> T` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2029
  have "dist x z < dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2030
    unfolding z_def2 dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2031
    apply (simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2032
    apply (simp only: dist_norm [symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2033
    apply (subgoal_tac "\<bar>1 - k\<bar> * dist x y < 1 * dist x y", simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2034
    apply (rule mult_strict_right_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2035
    apply (simp add: k_def divide_pos_pos zero_less_dist_iff `0 < r` `x \<noteq> y`)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2036
    apply (simp add: zero_less_dist_iff `x \<noteq> y`)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2037
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2038
  hence "z \<in> ball x (dist x y)" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2039
  have "z \<noteq> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2040
    unfolding z_def k_def using `x \<noteq> y` `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2041
    by (simp add: min_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2042
  show "\<exists>z\<in>ball x (dist x y). z \<in> T \<and> z \<noteq> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2043
    using `z \<in> ball x (dist x y)` `z \<in> T` `z \<noteq> y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2044
    by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2045
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2046
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2047
lemma closure_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2048
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2049
  shows "0 < e \<Longrightarrow> closure (ball x e) = cball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2050
apply (rule equalityI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2051
apply (rule closure_minimal)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2052
apply (rule ball_subset_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2053
apply (rule closed_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2054
apply (rule subsetI, rename_tac y)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2055
apply (simp add: le_less [where 'a=real])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2056
apply (erule disjE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2057
apply (rule subsetD [OF closure_subset], simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2058
apply (simp add: closure_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2059
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2060
apply (rule closure_ball_lemma)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2061
apply (simp add: zero_less_dist_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2062
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2063
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2064
(* In a trivial vector space, this fails for e = 0. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2065
lemma interior_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2066
  fixes x :: "'a::{real_normed_vector, perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2067
  shows "interior (cball x e) = ball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2068
proof(cases "e\<ge>0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2069
  case False note cs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2070
  from cs have "ball x e = {}" using ball_empty[of e x] by auto moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2071
  { fix y assume "y \<in> cball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2072
    hence False unfolding mem_cball using dist_nz[of x y] cs by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2073
  hence "cball x e = {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2074
  hence "interior (cball x e) = {}" using interior_empty by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2075
  ultimately show ?thesis by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2076
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2077
  case True note cs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2078
  have "ball x e \<subseteq> cball x e" using ball_subset_cball by auto moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2079
  { fix S y assume as: "S \<subseteq> cball x e" "open S" "y\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2080
    then obtain d where "d>0" and d:"\<forall>x'. dist x' y < d \<longrightarrow> x' \<in> S" unfolding open_dist by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2081
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2082
    then obtain xa where xa_y: "xa \<noteq> y" and xa: "dist xa y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2083
      using perfect_choose_dist [of d] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2084
    have "xa\<in>S" using d[THEN spec[where x=xa]] using xa by(auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2085
    hence xa_cball:"xa \<in> cball x e" using as(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2086
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2087
    hence "y \<in> ball x e" proof(cases "x = y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2088
      case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2089
      hence "e>0" using xa_y[unfolded dist_nz] xa_cball[unfolded mem_cball] by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2090
      thus "y \<in> ball x e" using `x = y ` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2091
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2092
      case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2093
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) y < d" unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2094
        using `d>0` norm_ge_zero[of "y - x"] `x \<noteq> y` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2095
      hence *:"y + (d / 2 / dist y x) *\<^sub>R (y - x) \<in> cball x e" using d as(1)[unfolded subset_eq] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2096
      have "y - x \<noteq> 0" using `x \<noteq> y` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2097
      hence **:"d / (2 * norm (y - x)) > 0" unfolding zero_less_norm_iff[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2098
        using `d>0` divide_pos_pos[of d "2*norm (y - x)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2099
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2100
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) x = norm (y + (d / (2 * norm (y - x))) *\<^sub>R y - (d / (2 * norm (y - x))) *\<^sub>R x - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2101
        by (auto simp add: dist_norm algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2102
      also have "\<dots> = norm ((1 + d / (2 * norm (y - x))) *\<^sub>R (y - x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2103
        by (auto simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2104
      also have "\<dots> = \<bar>1 + d / (2 * norm (y - x))\<bar> * norm (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2105
        using ** by auto
49962
a8cc904a6820 Renamed {left,right}_distrib to distrib_{right,left}.
webertj
parents: 49834
diff changeset
  2106
      also have "\<dots> = (dist y x) + d/2"using ** by (auto simp add: distrib_right dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2107
      finally have "e \<ge> dist x y +d/2" using *[unfolded mem_cball] by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2108
      thus "y \<in> ball x e" unfolding mem_ball using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2109
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2110
  hence "\<forall>S \<subseteq> cball x e. open S \<longrightarrow> S \<subseteq> ball x e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2111
  ultimately show ?thesis using interior_unique[of "ball x e" "cball x e"] using open_ball[of x e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2112
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2113
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2114
lemma frontier_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2115
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2116
  shows "0 < e ==> frontier(ball a e) = {x. dist a x = e}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  2117
  apply (simp add: frontier_def closure_ball interior_open order_less_imp_le)
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  2118
  apply (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2119
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2120
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2121
lemma frontier_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2122
  fixes a :: "'a::{real_normed_vector, perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2123
  shows "frontier(cball a e) = {x. dist a x = e}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  2124
  apply (simp add: frontier_def interior_cball closed_cball order_less_imp_le)
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  2125
  apply (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2126
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2127
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2128
lemma cball_eq_empty: "(cball x e = {}) \<longleftrightarrow> e < 0"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  2129
  apply (simp add: set_eq_iff not_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2130
  by (metis zero_le_dist dist_self order_less_le_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2131
lemma cball_empty: "e < 0 ==> cball x e = {}" by (simp add: cball_eq_empty)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2132
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2133
lemma cball_eq_sing:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  2134
  fixes x :: "'a::{metric_space,perfect_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2135
  shows "(cball x e = {x}) \<longleftrightarrow> e = 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2136
proof (rule linorder_cases)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2137
  assume e: "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2138
  obtain a where "a \<noteq> x" "dist a x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2139
    using perfect_choose_dist [OF e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2140
  hence "a \<noteq> x" "dist x a \<le> e" by (auto simp add: dist_commute)
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  2141
  with e show ?thesis by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2142
qed auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2143
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2144
lemma cball_sing:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2145
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2146
  shows "e = 0 ==> cball x e = {x}"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  2147
  by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2148
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2149
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2150
subsection {* Boundedness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2151
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2152
  (* FIXME: This has to be unified with BSEQ!! *)
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  2153
definition (in metric_space)
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  2154
  bounded :: "'a set \<Rightarrow> bool" where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2155
  "bounded S \<longleftrightarrow> (\<exists>x e. \<forall>y\<in>S. dist x y \<le> e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2156
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  2157
lemma bounded_subset_cball: "bounded S \<longleftrightarrow> (\<exists>e x. S \<subseteq> cball x e)"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  2158
  unfolding bounded_def subset_eq by auto
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  2159
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2160
lemma bounded_any_center: "bounded S \<longleftrightarrow> (\<exists>e. \<forall>y\<in>S. dist a y \<le> e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2161
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2162
apply safe
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2163
apply (rule_tac x="dist a x + e" in exI, clarify)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2164
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2165
apply (erule order_trans [OF dist_triangle add_left_mono])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2166
apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2167
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2168
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2169
lemma bounded_iff: "bounded S \<longleftrightarrow> (\<exists>a. \<forall>x\<in>S. norm x \<le> a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2170
unfolding bounded_any_center [where a=0]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2171
by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2172
50104
de19856feb54 move theorems to be more generally useable
hoelzl
parents: 50094
diff changeset
  2173
lemma bounded_realI: assumes "\<forall>x\<in>s. abs (x::real) \<le> B" shows "bounded s"
de19856feb54 move theorems to be more generally useable
hoelzl
parents: 50094
diff changeset
  2174
  unfolding bounded_def dist_real_def apply(rule_tac x=0 in exI)
de19856feb54 move theorems to be more generally useable
hoelzl
parents: 50094
diff changeset
  2175
  using assms by auto
de19856feb54 move theorems to be more generally useable
hoelzl
parents: 50094
diff changeset
  2176
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2177
lemma bounded_empty [simp]: "bounded {}"
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2178
  by (simp add: bounded_def)
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2179
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2180
lemma bounded_subset: "bounded T \<Longrightarrow> S \<subseteq> T ==> bounded S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2181
  by (metis bounded_def subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2182
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2183
lemma bounded_interior[intro]: "bounded S ==> bounded(interior S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2184
  by (metis bounded_subset interior_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2185
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2186
lemma bounded_closure[intro]: assumes "bounded S" shows "bounded(closure S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2187
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2188
  from assms obtain x and a where a: "\<forall>y\<in>S. dist x y \<le> a" unfolding bounded_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2189
  { fix y assume "y \<in> closure S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2190
    then obtain f where f: "\<forall>n. f n \<in> S"  "(f ---> y) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2191
      unfolding closure_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2192
    have "\<forall>n. f n \<in> S \<longrightarrow> dist x (f n) \<le> a" using a by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2193
    hence "eventually (\<lambda>n. dist x (f n) \<le> a) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2194
      by (rule eventually_mono, simp add: f(1))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2195
    have "dist x y \<le> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2196
      apply (rule Lim_dist_ubound [of sequentially f])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2197
      apply (rule trivial_limit_sequentially)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2198
      apply (rule f(2))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2199
      apply fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2200
      done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2201
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2202
  thus ?thesis unfolding bounded_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2203
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2204
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2205
lemma bounded_cball[simp,intro]: "bounded (cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2206
  apply (simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2207
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2208
  apply (rule_tac x=e in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2209
  apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2210
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2211
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2212
lemma bounded_ball[simp,intro]: "bounded(ball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2213
  by (metis ball_subset_cball bounded_cball bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2214
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2215
lemma bounded_Un[simp]: "bounded (S \<union> T) \<longleftrightarrow> bounded S \<and> bounded T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2216
  apply (auto simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2217
  apply (rename_tac x y r s)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2218
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2219
  apply (rule_tac x="max r (dist x y + s)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2220
  apply (rule ballI, rename_tac z, safe)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2221
  apply (drule (1) bspec, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2222
  apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2223
  apply (rule min_max.le_supI2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2224
  apply (erule order_trans [OF dist_triangle add_left_mono])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2225
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2226
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2227
lemma bounded_Union[intro]: "finite F \<Longrightarrow> (\<forall>S\<in>F. bounded S) \<Longrightarrow> bounded(\<Union>F)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2228
  by (induct rule: finite_induct[of F], auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2229
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2230
lemma bounded_UN [intro]: "finite A \<Longrightarrow> \<forall>x\<in>A. bounded (B x) \<Longrightarrow> bounded (\<Union>x\<in>A. B x)"
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2231
  by (induct set: finite, auto)
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2232
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2233
lemma bounded_insert [simp]: "bounded (insert x S) \<longleftrightarrow> bounded S"
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2234
proof -
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2235
  have "\<forall>y\<in>{x}. dist x y \<le> 0" by simp
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2236
  hence "bounded {x}" unfolding bounded_def by fast
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2237
  thus ?thesis by (metis insert_is_Un bounded_Un)
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2238
qed
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2239
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2240
lemma finite_imp_bounded [intro]: "finite S \<Longrightarrow> bounded S"
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2241
  by (induct set: finite, simp_all)
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2242
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2243
lemma bounded_pos: "bounded S \<longleftrightarrow> (\<exists>b>0. \<forall>x\<in> S. norm x <= b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2244
  apply (simp add: bounded_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2245
  apply (subgoal_tac "\<And>x (y::real). 0 < 1 + abs y \<and> (x <= y \<longrightarrow> x <= 1 + abs y)")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2246
  by metis arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2247
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  2248
lemma Bseq_eq_bounded: "Bseq f \<longleftrightarrow> bounded (range f)"
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  2249
  unfolding Bseq_def bounded_pos by auto
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  2250
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2251
lemma bounded_Int[intro]: "bounded S \<or> bounded T \<Longrightarrow> bounded (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2252
  by (metis Int_lower1 Int_lower2 bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2253
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2254
lemma bounded_diff[intro]: "bounded S ==> bounded (S - T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2255
apply (metis Diff_subset bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2256
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2257
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2258
lemma not_bounded_UNIV[simp, intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2259
  "\<not> bounded (UNIV :: 'a::{real_normed_vector, perfect_space} set)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2260
proof(auto simp add: bounded_pos not_le)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2261
  obtain x :: 'a where "x \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2262
    using perfect_choose_dist [OF zero_less_one] by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2263
  fix b::real  assume b: "b >0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2264
  have b1: "b +1 \<ge> 0" using b by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2265
  with `x \<noteq> 0` have "b < norm (scaleR (b + 1) (sgn x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2266
    by (simp add: norm_sgn)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2267
  then show "\<exists>x::'a. b < norm x" ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2268
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2269
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2270
lemma bounded_linear_image:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2271
  assumes "bounded S" "bounded_linear f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2272
  shows "bounded(f ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2273
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2274
  from assms(1) obtain b where b:"b>0" "\<forall>x\<in>S. norm x \<le> b" unfolding bounded_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2275
  from assms(2) obtain B where B:"B>0" "\<forall>x. norm (f x) \<le> B * norm x" using bounded_linear.pos_bounded by (auto simp add: mult_ac)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2276
  { fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2277
    hence "norm x \<le> b" using b by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2278
    hence "norm (f x) \<le> B * b" using B(2) apply(erule_tac x=x in allE)
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  2279
      by (metis B(1) B(2) order_trans mult_le_cancel_left_pos)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2280
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2281
  thus ?thesis unfolding bounded_pos apply(rule_tac x="b*B" in exI)
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  2282
    using b B mult_pos_pos [of b B] by (auto simp add: mult_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2283
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2284
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2285
lemma bounded_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2286
  fixes S :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2287
  shows "bounded S \<Longrightarrow> bounded ((\<lambda>x. c *\<^sub>R x) ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2288
  apply (rule bounded_linear_image, assumption)
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  2289
  apply (rule bounded_linear_scaleR_right)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2290
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2291
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2292
lemma bounded_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2293
  fixes S :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2294
  assumes "bounded S" shows "bounded ((\<lambda>x. a + x) ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2295
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2296
  from assms obtain b where b:"b>0" "\<forall>x\<in>S. norm x \<le> b" unfolding bounded_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2297
  { fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2298
    hence "norm (a + x) \<le> b + norm a" using norm_triangle_ineq[of a x] b by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2299
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2300
  thus ?thesis unfolding bounded_pos using norm_ge_zero[of a] b(1) using add_strict_increasing[of b 0 "norm a"]
48048
87b94fb75198 remove stray reference to no-longer-existing theorem 'add'
huffman
parents: 47108
diff changeset
  2301
    by (auto intro!: exI[of _ "b + norm a"])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2302
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2303
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2304
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2305
text{* Some theorems on sups and infs using the notion "bounded". *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2306
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2307
lemma bounded_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2308
  fixes S :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2309
  shows "bounded S \<longleftrightarrow>  (\<exists>a. \<forall>x\<in>S. abs x <= a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2310
  by (simp add: bounded_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2311
33270
paulson
parents: 33175
diff changeset
  2312
lemma bounded_has_Sup:
paulson
parents: 33175
diff changeset
  2313
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2314
  assumes "bounded S" "S \<noteq> {}"
paulson
parents: 33175
diff changeset
  2315
  shows "\<forall>x\<in>S. x <= Sup S" and "\<forall>b. (\<forall>x\<in>S. x <= b) \<longrightarrow> Sup S <= b"
paulson
parents: 33175
diff changeset
  2316
proof
paulson
parents: 33175
diff changeset
  2317
  fix x assume "x\<in>S"
paulson
parents: 33175
diff changeset
  2318
  thus "x \<le> Sup S"
paulson
parents: 33175
diff changeset
  2319
    by (metis SupInf.Sup_upper abs_le_D1 assms(1) bounded_real)
paulson
parents: 33175
diff changeset
  2320
next
paulson
parents: 33175
diff changeset
  2321
  show "\<forall>b. (\<forall>x\<in>S. x \<le> b) \<longrightarrow> Sup S \<le> b" using assms
paulson
parents: 33175
diff changeset
  2322
    by (metis SupInf.Sup_least)
paulson
parents: 33175
diff changeset
  2323
qed
paulson
parents: 33175
diff changeset
  2324
paulson
parents: 33175
diff changeset
  2325
lemma Sup_insert:
paulson
parents: 33175
diff changeset
  2326
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2327
  shows "bounded S ==> Sup(insert x S) = (if S = {} then x else max x (Sup S))" 
paulson
parents: 33175
diff changeset
  2328
by auto (metis Int_absorb Sup_insert_nonempty assms bounded_has_Sup(1) disjoint_iff_not_equal) 
paulson
parents: 33175
diff changeset
  2329
paulson
parents: 33175
diff changeset
  2330
lemma Sup_insert_finite:
paulson
parents: 33175
diff changeset
  2331
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2332
  shows "finite S \<Longrightarrow> Sup(insert x S) = (if S = {} then x else max x (Sup S))"
paulson
parents: 33175
diff changeset
  2333
  apply (rule Sup_insert)
paulson
parents: 33175
diff changeset
  2334
  apply (rule finite_imp_bounded)
paulson
parents: 33175
diff changeset
  2335
  by simp
paulson
parents: 33175
diff changeset
  2336
paulson
parents: 33175
diff changeset
  2337
lemma bounded_has_Inf:
paulson
parents: 33175
diff changeset
  2338
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2339
  assumes "bounded S"  "S \<noteq> {}"
paulson
parents: 33175
diff changeset
  2340
  shows "\<forall>x\<in>S. x >= Inf S" and "\<forall>b. (\<forall>x\<in>S. x >= b) \<longrightarrow> Inf S >= b"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2341
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2342
  fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2343
  from assms(1) obtain a where a:"\<forall>x\<in>S. \<bar>x\<bar> \<le> a" unfolding bounded_real by auto
33270
paulson
parents: 33175
diff changeset
  2344
  thus "x \<ge> Inf S" using `x\<in>S`
paulson
parents: 33175
diff changeset
  2345
    by (metis Inf_lower_EX abs_le_D2 minus_le_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2346
next
33270
paulson
parents: 33175
diff changeset
  2347
  show "\<forall>b. (\<forall>x\<in>S. x >= b) \<longrightarrow> Inf S \<ge> b" using assms
paulson
parents: 33175
diff changeset
  2348
    by (metis SupInf.Inf_greatest)
paulson
parents: 33175
diff changeset
  2349
qed
paulson
parents: 33175
diff changeset
  2350
paulson
parents: 33175
diff changeset
  2351
lemma Inf_insert:
paulson
parents: 33175
diff changeset
  2352
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2353
  shows "bounded S ==> Inf(insert x S) = (if S = {} then x else min x (Inf S))" 
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2354
by auto (metis Int_absorb Inf_insert_nonempty bounded_has_Inf(1) disjoint_iff_not_equal)
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2355
33270
paulson
parents: 33175
diff changeset
  2356
lemma Inf_insert_finite:
paulson
parents: 33175
diff changeset
  2357
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  2358
  shows "finite S ==> Inf(insert x S) = (if S = {} then x else min x (Inf S))"
paulson
parents: 33175
diff changeset
  2359
  by (rule Inf_insert, rule finite_imp_bounded, simp)
paulson
parents: 33175
diff changeset
  2360
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2361
subsection {* Compactness *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2362
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2363
subsubsection{* Open-cover compactness *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2364
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2365
definition compact :: "'a::topological_space set \<Rightarrow> bool" where
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2366
  compact_eq_heine_borel: -- "This name is used for backwards compatibility"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2367
    "compact S \<longleftrightarrow> (\<forall>C. (\<forall>c\<in>C. open c) \<and> S \<subseteq> \<Union>C \<longrightarrow> (\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D))"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2368
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2369
lemma compactI:
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2370
  assumes "\<And>C. \<forall>t\<in>C. open t \<Longrightarrow> s \<subseteq> \<Union> C \<Longrightarrow> \<exists>C'. C' \<subseteq> C \<and> finite C' \<and> s \<subseteq> \<Union> C'"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2371
  shows "compact s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2372
  unfolding compact_eq_heine_borel using assms by metis
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2373
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2374
lemma compactE:
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2375
  assumes "compact s" and "\<forall>t\<in>C. open t" and "s \<subseteq> \<Union>C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2376
  obtains C' where "C' \<subseteq> C" and "finite C'" and "s \<subseteq> \<Union>C'"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2377
  using assms unfolding compact_eq_heine_borel by metis
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2378
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2379
lemma compactE_image:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2380
  assumes "compact s" and "\<forall>t\<in>C. open (f t)" and "s \<subseteq> (\<Union>c\<in>C. f c)"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2381
  obtains C' where "C' \<subseteq> C" and "finite C'" and "s \<subseteq> (\<Union>c\<in>C'. f c)"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2382
  using assms unfolding ball_simps[symmetric] SUP_def
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2383
  by (metis (lifting) finite_subset_image compact_eq_heine_borel[of s])
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2384
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2385
subsubsection {* Bolzano-Weierstrass property *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2386
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2387
lemma heine_borel_imp_bolzano_weierstrass:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2388
  assumes "compact s" "infinite t"  "t \<subseteq> s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2389
  shows "\<exists>x \<in> s. x islimpt t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2390
proof(rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2391
  assume "\<not> (\<exists>x \<in> s. x islimpt t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2392
  then obtain f where f:"\<forall>x\<in>s. x \<in> f x \<and> open (f x) \<and> (\<forall>y\<in>t. y \<in> f x \<longrightarrow> y = x)" unfolding islimpt_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2393
    using bchoice[of s "\<lambda> x T. x \<in> T \<and> open T \<and> (\<forall>y\<in>t. y \<in> T \<longrightarrow> y = x)"] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2394
  obtain g where g:"g\<subseteq>{t. \<exists>x. x \<in> s \<and> t = f x}" "finite g" "s \<subseteq> \<Union>g"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2395
    using assms(1)[unfolded compact_eq_heine_borel, THEN spec[where x="{t. \<exists>x. x\<in>s \<and> t = f x}"]] using f by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2396
  from g(1,3) have g':"\<forall>x\<in>g. \<exists>xa \<in> s. x = f xa" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2397
  { fix x y assume "x\<in>t" "y\<in>t" "f x = f y"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2398
    hence "x \<in> f x"  "y \<in> f x \<longrightarrow> y = x" using f[THEN bspec[where x=x]] and `t\<subseteq>s` by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2399
    hence "x = y" using `f x = f y` and f[THEN bspec[where x=y]] and `y\<in>t` and `t\<subseteq>s` by auto  }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2400
  hence "inj_on f t" unfolding inj_on_def by simp
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2401
  hence "infinite (f ` t)" using assms(2) using finite_imageD by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2402
  moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2403
  { fix x assume "x\<in>t" "f x \<notin> g"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2404
    from g(3) assms(3) `x\<in>t` obtain h where "h\<in>g" and "x\<in>h" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2405
    then obtain y where "y\<in>s" "h = f y" using g'[THEN bspec[where x=h]] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2406
    hence "y = x" using f[THEN bspec[where x=y]] and `x\<in>t` and `x\<in>h`[unfolded `h = f y`] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2407
    hence False using `f x \<notin> g` `h\<in>g` unfolding `h = f y` by auto  }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2408
  hence "f ` t \<subseteq> g" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2409
  ultimately show False using g(2) using finite_subset by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2410
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2411
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2412
lemma acc_point_range_imp_convergent_subsequence:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2413
  fixes l :: "'a :: first_countable_topology"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2414
  assumes l: "\<forall>U. l\<in>U \<longrightarrow> open U \<longrightarrow> infinite (U \<inter> range f)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2415
  shows "\<exists>r. subseq r \<and> (f \<circ> r) ----> l"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2416
proof -
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2417
  from countable_basis_at_decseq[of l] guess A . note A = this
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2418
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2419
  def s \<equiv> "\<lambda>n i. SOME j. i < j \<and> f j \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2420
  { fix n i
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2421
    have "infinite (A (Suc n) \<inter> range f - f`{.. i})"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2422
      using l A by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2423
    then have "\<exists>x. x \<in> A (Suc n) \<inter> range f - f`{.. i}"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2424
      unfolding ex_in_conv by (intro notI) simp
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2425
    then have "\<exists>j. f j \<in> A (Suc n) \<and> j \<notin> {.. i}"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2426
      by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2427
    then have "\<exists>a. i < a \<and> f a \<in> A (Suc n)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2428
      by (auto simp: not_le)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2429
    then have "i < s n i" "f (s n i) \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2430
      unfolding s_def by (auto intro: someI2_ex) }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2431
  note s = this
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2432
  def r \<equiv> "nat_rec (s 0 0) s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2433
  have "subseq r"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2434
    by (auto simp: r_def s subseq_Suc_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2435
  moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2436
  have "(\<lambda>n. f (r n)) ----> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2437
  proof (rule topological_tendstoI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2438
    fix S assume "open S" "l \<in> S"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2439
    with A(3) have "eventually (\<lambda>i. A i \<subseteq> S) sequentially" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2440
    moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2441
    { fix i assume "Suc 0 \<le> i" then have "f (r i) \<in> A i"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2442
        by (cases i) (simp_all add: r_def s) }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2443
    then have "eventually (\<lambda>i. f (r i) \<in> A i) sequentially" by (auto simp: eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2444
    ultimately show "eventually (\<lambda>i. f (r i) \<in> S) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2445
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2446
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2447
  ultimately show "\<exists>r. subseq r \<and> (f \<circ> r) ----> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2448
    by (auto simp: convergent_def comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2449
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2450
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2451
lemma sequence_infinite_lemma:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2452
  fixes f :: "nat \<Rightarrow> 'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2453
  assumes "\<forall>n. f n \<noteq> l" and "(f ---> l) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2454
  shows "infinite (range f)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2455
proof
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2456
  assume "finite (range f)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2457
  hence "closed (range f)" by (rule finite_imp_closed)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2458
  hence "open (- range f)" by (rule open_Compl)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2459
  from assms(1) have "l \<in> - range f" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2460
  from assms(2) have "eventually (\<lambda>n. f n \<in> - range f) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2461
    using `open (- range f)` `l \<in> - range f` by (rule topological_tendstoD)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2462
  thus False unfolding eventually_sequentially by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2463
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2464
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2465
lemma closure_insert:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2466
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2467
  shows "closure (insert x s) = insert x (closure s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2468
apply (rule closure_unique)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2469
apply (rule insert_mono [OF closure_subset])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2470
apply (rule closed_insert [OF closed_closure])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2471
apply (simp add: closure_minimal)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2472
done
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2473
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2474
lemma islimpt_insert:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2475
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2476
  shows "x islimpt (insert a s) \<longleftrightarrow> x islimpt s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2477
proof
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2478
  assume *: "x islimpt (insert a s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2479
  show "x islimpt s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2480
  proof (rule islimptI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2481
    fix t assume t: "x \<in> t" "open t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2482
    show "\<exists>y\<in>s. y \<in> t \<and> y \<noteq> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2483
    proof (cases "x = a")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2484
      case True
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2485
      obtain y where "y \<in> insert a s" "y \<in> t" "y \<noteq> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2486
        using * t by (rule islimptE)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2487
      with `x = a` show ?thesis by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2488
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2489
      case False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2490
      with t have t': "x \<in> t - {a}" "open (t - {a})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2491
        by (simp_all add: open_Diff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2492
      obtain y where "y \<in> insert a s" "y \<in> t - {a}" "y \<noteq> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2493
        using * t' by (rule islimptE)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2494
      thus ?thesis by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2495
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2496
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2497
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2498
  assume "x islimpt s" thus "x islimpt (insert a s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2499
    by (rule islimpt_subset) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2500
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2501
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2502
lemma islimpt_finite:
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2503
  fixes x :: "'a::t1_space"
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2504
  shows "finite s \<Longrightarrow> \<not> x islimpt s"
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2505
by (induct set: finite, simp_all add: islimpt_insert)
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2506
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2507
lemma islimpt_union_finite:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2508
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2509
  shows "finite s \<Longrightarrow> x islimpt (s \<union> t) \<longleftrightarrow> x islimpt t"
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2510
by (simp add: islimpt_Un islimpt_finite)
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2511
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2512
lemma islimpt_eq_acc_point:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2513
  fixes l :: "'a :: t1_space"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2514
  shows "l islimpt S \<longleftrightarrow> (\<forall>U. l\<in>U \<longrightarrow> open U \<longrightarrow> infinite (U \<inter> S))"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2515
proof (safe intro!: islimptI)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2516
  fix U assume "l islimpt S" "l \<in> U" "open U" "finite (U \<inter> S)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2517
  then have "l islimpt S" "l \<in> (U - (U \<inter> S - {l}))" "open (U - (U \<inter> S - {l}))"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2518
    by (auto intro: finite_imp_closed)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2519
  then show False
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2520
    by (rule islimptE) auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2521
next
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2522
  fix T assume *: "\<forall>U. l\<in>U \<longrightarrow> open U \<longrightarrow> infinite (U \<inter> S)" "l \<in> T" "open T"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2523
  then have "infinite (T \<inter> S - {l})" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2524
  then have "\<exists>x. x \<in> (T \<inter> S - {l})"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2525
    unfolding ex_in_conv by (intro notI) simp
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2526
  then show "\<exists>y\<in>S. y \<in> T \<and> y \<noteq> l"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2527
    by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2528
qed
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2529
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2530
lemma islimpt_range_imp_convergent_subsequence:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2531
  fixes l :: "'a :: {t1_space, first_countable_topology}"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2532
  assumes l: "l islimpt (range f)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2533
  shows "\<exists>r. subseq r \<and> (f \<circ> r) ----> l"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2534
  using l unfolding islimpt_eq_acc_point
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2535
  by (rule acc_point_range_imp_convergent_subsequence)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2536
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2537
lemma sequence_unique_limpt:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2538
  fixes f :: "nat \<Rightarrow> 'a::t2_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2539
  assumes "(f ---> l) sequentially" and "l' islimpt (range f)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2540
  shows "l' = l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2541
proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2542
  assume "l' \<noteq> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2543
  obtain s t where "open s" "open t" "l' \<in> s" "l \<in> t" "s \<inter> t = {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2544
    using hausdorff [OF `l' \<noteq> l`] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2545
  have "eventually (\<lambda>n. f n \<in> t) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2546
    using assms(1) `open t` `l \<in> t` by (rule topological_tendstoD)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2547
  then obtain N where "\<forall>n\<ge>N. f n \<in> t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2548
    unfolding eventually_sequentially by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2549
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2550
  have "UNIV = {..<N} \<union> {N..}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2551
  hence "l' islimpt (f ` ({..<N} \<union> {N..}))" using assms(2) by simp
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2552
  hence "l' islimpt (f ` {..<N} \<union> f ` {N..})" by (simp add: image_Un)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2553
  hence "l' islimpt (f ` {N..})" by (simp add: islimpt_union_finite)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2554
  then obtain y where "y \<in> f ` {N..}" "y \<in> s" "y \<noteq> l'"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2555
    using `l' \<in> s` `open s` by (rule islimptE)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2556
  then obtain n where "N \<le> n" "f n \<in> s" "f n \<noteq> l'" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2557
  with `\<forall>n\<ge>N. f n \<in> t` have "f n \<in> s \<inter> t" by simp
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2558
  with `s \<inter> t = {}` show False by simp
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2559
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2560
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2561
lemma bolzano_weierstrass_imp_closed:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2562
  fixes s :: "'a::{first_countable_topology, t2_space} set"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2563
  assumes "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2564
  shows "closed s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2565
proof-
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2566
  { fix x l assume as: "\<forall>n::nat. x n \<in> s" "(x ---> l) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2567
    hence "l \<in> s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2568
    proof(cases "\<forall>n. x n \<noteq> l")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2569
      case False thus "l\<in>s" using as(1) by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2570
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2571
      case True note cas = this
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2572
      with as(2) have "infinite (range x)" using sequence_infinite_lemma[of x l] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2573
      then obtain l' where "l'\<in>s" "l' islimpt (range x)" using assms[THEN spec[where x="range x"]] as(1) by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2574
      thus "l\<in>s" using sequence_unique_limpt[of x l l'] using as cas by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2575
    qed  }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2576
  thus ?thesis unfolding closed_sequential_limits by fast
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2577
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2578
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2579
lemma compact_imp_closed:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2580
  fixes s :: "'a::t2_space set"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2581
  assumes "compact s" shows "closed s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2582
unfolding closed_def
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2583
proof (rule openI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2584
  fix y assume "y \<in> - s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2585
  let ?C = "\<Union>x\<in>s. {u. open u \<and> x \<in> u \<and> eventually (\<lambda>y. y \<notin> u) (nhds y)}"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2586
  note `compact s`
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2587
  moreover have "\<forall>u\<in>?C. open u" by simp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2588
  moreover have "s \<subseteq> \<Union>?C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2589
  proof
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2590
    fix x assume "x \<in> s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2591
    with `y \<in> - s` have "x \<noteq> y" by clarsimp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2592
    hence "\<exists>u v. open u \<and> open v \<and> x \<in> u \<and> y \<in> v \<and> u \<inter> v = {}"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2593
      by (rule hausdorff)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2594
    with `x \<in> s` show "x \<in> \<Union>?C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2595
      unfolding eventually_nhds by auto
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2596
  qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2597
  ultimately obtain D where "D \<subseteq> ?C" and "finite D" and "s \<subseteq> \<Union>D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2598
    by (rule compactE)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2599
  from `D \<subseteq> ?C` have "\<forall>x\<in>D. eventually (\<lambda>y. y \<notin> x) (nhds y)" by auto
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2600
  with `finite D` have "eventually (\<lambda>y. y \<notin> \<Union>D) (nhds y)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2601
    by (simp add: eventually_Ball_finite)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2602
  with `s \<subseteq> \<Union>D` have "eventually (\<lambda>y. y \<notin> s) (nhds y)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2603
    by (auto elim!: eventually_mono [rotated])
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2604
  thus "\<exists>t. open t \<and> y \<in> t \<and> t \<subseteq> - s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2605
    by (simp add: eventually_nhds subset_eq)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2606
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2607
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2608
lemma compact_imp_bounded:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2609
  assumes "compact U" shows "bounded U"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2610
proof -
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2611
  have "compact U" "\<forall>x\<in>U. open (ball x 1)" "U \<subseteq> (\<Union>x\<in>U. ball x 1)" using assms by auto
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2612
  then obtain D where D: "D \<subseteq> U" "finite D" "U \<subseteq> (\<Union>x\<in>D. ball x 1)"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2613
    by (elim compactE_image)
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2614
  from `finite D` have "bounded (\<Union>x\<in>D. ball x 1)"
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2615
    by (simp add: bounded_UN)
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2616
  thus "bounded U" using `U \<subseteq> (\<Union>x\<in>D. ball x 1)` 
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2617
    by (rule bounded_subset)
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2618
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2619
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2620
text{* In particular, some common special cases. *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2621
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2622
lemma compact_empty[simp]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2623
 "compact {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2624
  unfolding compact_eq_heine_borel
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2625
  by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2626
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2627
lemma compact_union [intro]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2628
  assumes "compact s" "compact t" shows " compact (s \<union> t)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2629
proof (rule compactI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2630
  fix f assume *: "Ball f open" "s \<union> t \<subseteq> \<Union>f"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2631
  from * `compact s` obtain s' where "s' \<subseteq> f \<and> finite s' \<and> s \<subseteq> \<Union>s'"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2632
    unfolding compact_eq_heine_borel by (auto elim!: allE[of _ f]) metis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2633
  moreover from * `compact t` obtain t' where "t' \<subseteq> f \<and> finite t' \<and> t \<subseteq> \<Union>t'"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2634
    unfolding compact_eq_heine_borel by (auto elim!: allE[of _ f]) metis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2635
  ultimately show "\<exists>f'\<subseteq>f. finite f' \<and> s \<union> t \<subseteq> \<Union>f'"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2636
    by (auto intro!: exI[of _ "s' \<union> t'"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2637
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2638
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2639
lemma compact_Union [intro]: "finite S \<Longrightarrow> (\<And>T. T \<in> S \<Longrightarrow> compact T) \<Longrightarrow> compact (\<Union>S)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2640
  by (induct set: finite) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2641
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2642
lemma compact_UN [intro]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2643
  "finite A \<Longrightarrow> (\<And>x. x \<in> A \<Longrightarrow> compact (B x)) \<Longrightarrow> compact (\<Union>x\<in>A. B x)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2644
  unfolding SUP_def by (rule compact_Union) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2645
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2646
lemma compact_inter_closed [intro]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2647
  assumes "compact s" and "closed t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2648
  shows "compact (s \<inter> t)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2649
proof (rule compactI)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2650
  fix C assume C: "\<forall>c\<in>C. open c" and cover: "s \<inter> t \<subseteq> \<Union>C"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2651
  from C `closed t` have "\<forall>c\<in>C \<union> {-t}. open c" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2652
  moreover from cover have "s \<subseteq> \<Union>(C \<union> {-t})" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2653
  ultimately have "\<exists>D\<subseteq>C \<union> {-t}. finite D \<and> s \<subseteq> \<Union>D"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2654
    using `compact s` unfolding compact_eq_heine_borel by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2655
  then guess D ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2656
  then show "\<exists>D\<subseteq>C. finite D \<and> s \<inter> t \<subseteq> \<Union>D"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2657
    by (intro exI[of _ "D - {-t}"]) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2658
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2659
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2660
lemma closed_inter_compact [intro]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2661
  assumes "closed s" and "compact t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2662
  shows "compact (s \<inter> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2663
  using compact_inter_closed [of t s] assms
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2664
  by (simp add: Int_commute)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2665
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2666
lemma compact_inter [intro]:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  2667
  fixes s t :: "'a :: t2_space set"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2668
  assumes "compact s" and "compact t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2669
  shows "compact (s \<inter> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2670
  using assms by (intro compact_inter_closed compact_imp_closed)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2671
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2672
lemma compact_sing [simp]: "compact {a}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2673
  unfolding compact_eq_heine_borel by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2674
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2675
lemma compact_insert [simp]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2676
  assumes "compact s" shows "compact (insert x s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2677
proof -
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2678
  have "compact ({x} \<union> s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2679
    using compact_sing assms by (rule compact_union)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2680
  thus ?thesis by simp
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2681
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2682
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2683
lemma finite_imp_compact:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2684
  shows "finite s \<Longrightarrow> compact s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2685
  by (induct set: finite) simp_all
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2686
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2687
lemma open_delete:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2688
  fixes s :: "'a::t1_space set"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2689
  shows "open s \<Longrightarrow> open (s - {x})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2690
  by (simp add: open_Diff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2691
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2692
text{* Finite intersection property *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2693
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2694
lemma inj_setminus: "inj_on uminus (A::'a set set)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2695
  by (auto simp: inj_on_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2696
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2697
lemma compact_fip:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2698
  "compact U \<longleftrightarrow>
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2699
    (\<forall>A. (\<forall>a\<in>A. closed a) \<longrightarrow> (\<forall>B \<subseteq> A. finite B \<longrightarrow> U \<inter> \<Inter>B \<noteq> {}) \<longrightarrow> U \<inter> \<Inter>A \<noteq> {})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2700
  (is "_ \<longleftrightarrow> ?R")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2701
proof (safe intro!: compact_eq_heine_borel[THEN iffD2])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2702
  fix A assume "compact U" and A: "\<forall>a\<in>A. closed a" "U \<inter> \<Inter>A = {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2703
    and fi: "\<forall>B \<subseteq> A. finite B \<longrightarrow> U \<inter> \<Inter>B \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2704
  from A have "(\<forall>a\<in>uminus`A. open a) \<and> U \<subseteq> \<Union>uminus`A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2705
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2706
  with `compact U` obtain B where "B \<subseteq> A" "finite (uminus`B)" "U \<subseteq> \<Union>(uminus`B)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2707
    unfolding compact_eq_heine_borel by (metis subset_image_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2708
  with fi[THEN spec, of B] show False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2709
    by (auto dest: finite_imageD intro: inj_setminus)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2710
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2711
  fix A assume ?R and cover: "\<forall>a\<in>A. open a" "U \<subseteq> \<Union>A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2712
  from cover have "U \<inter> \<Inter>(uminus`A) = {}" "\<forall>a\<in>uminus`A. closed a"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2713
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2714
  with `?R` obtain B where "B \<subseteq> A" "finite (uminus`B)" "U \<inter> \<Inter>uminus`B = {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2715
    by (metis subset_image_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2716
  then show "\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2717
    by  (auto intro!: exI[of _ B] inj_setminus dest: finite_imageD)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2718
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2719
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2720
lemma compact_imp_fip:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2721
  "compact s \<Longrightarrow> \<forall>t \<in> f. closed t \<Longrightarrow> \<forall>f'. finite f' \<and> f' \<subseteq> f \<longrightarrow> (s \<inter> (\<Inter> f') \<noteq> {}) \<Longrightarrow>
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2722
    s \<inter> (\<Inter> f) \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2723
  unfolding compact_fip by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2724
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2725
text{*Compactness expressed with filters*}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2726
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2727
definition "filter_from_subbase B = Abs_filter (\<lambda>P. \<exists>X \<subseteq> B. finite X \<and> Inf X \<le> P)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2728
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2729
lemma eventually_filter_from_subbase:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2730
  "eventually P (filter_from_subbase B) \<longleftrightarrow> (\<exists>X \<subseteq> B. finite X \<and> Inf X \<le> P)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2731
    (is "_ \<longleftrightarrow> ?R P")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2732
  unfolding filter_from_subbase_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2733
proof (rule eventually_Abs_filter is_filter.intro)+
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2734
  show "?R (\<lambda>x. True)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2735
    by (rule exI[of _ "{}"]) (simp add: le_fun_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2736
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2737
  fix P Q assume "?R P" then guess X ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2738
  moreover assume "?R Q" then guess Y ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2739
  ultimately show "?R (\<lambda>x. P x \<and> Q x)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2740
    by (intro exI[of _ "X \<union> Y"]) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2741
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2742
  fix P Q
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2743
  assume "?R P" then guess X ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2744
  moreover assume "\<forall>x. P x \<longrightarrow> Q x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2745
  ultimately show "?R Q"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2746
    by (intro exI[of _ X]) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2747
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2748
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2749
lemma eventually_filter_from_subbaseI: "P \<in> B \<Longrightarrow> eventually P (filter_from_subbase B)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2750
  by (subst eventually_filter_from_subbase) (auto intro!: exI[of _ "{P}"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2751
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2752
lemma filter_from_subbase_not_bot:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2753
  "\<forall>X \<subseteq> B. finite X \<longrightarrow> Inf X \<noteq> bot \<Longrightarrow> filter_from_subbase B \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2754
  unfolding trivial_limit_def eventually_filter_from_subbase by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2755
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2756
lemma closure_iff_nhds_not_empty:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2757
  "x \<in> closure X \<longleftrightarrow> (\<forall>A. \<forall>S\<subseteq>A. open S \<longrightarrow> x \<in> S \<longrightarrow> X \<inter> A \<noteq> {})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2758
proof safe
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2759
  assume x: "x \<in> closure X"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2760
  fix S A assume "open S" "x \<in> S" "X \<inter> A = {}" "S \<subseteq> A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2761
  then have "x \<notin> closure (-S)" 
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2762
    by (auto simp: closure_complement subset_eq[symmetric] intro: interiorI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2763
  with x have "x \<in> closure X - closure (-S)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2764
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2765
  also have "\<dots> \<subseteq> closure (X \<inter> S)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2766
    using `open S` open_inter_closure_subset[of S X] by (simp add: closed_Compl ac_simps)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2767
  finally have "X \<inter> S \<noteq> {}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2768
  then show False using `X \<inter> A = {}` `S \<subseteq> A` by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2769
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2770
  assume "\<forall>A S. S \<subseteq> A \<longrightarrow> open S \<longrightarrow> x \<in> S \<longrightarrow> X \<inter> A \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2771
  from this[THEN spec, of "- X", THEN spec, of "- closure X"]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2772
  show "x \<in> closure X"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2773
    by (simp add: closure_subset open_Compl)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2774
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2775
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2776
lemma compact_filter:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2777
  "compact U \<longleftrightarrow> (\<forall>F. F \<noteq> bot \<longrightarrow> eventually (\<lambda>x. x \<in> U) F \<longrightarrow> (\<exists>x\<in>U. inf (nhds x) F \<noteq> bot))"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2778
proof (intro allI iffI impI compact_fip[THEN iffD2] notI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2779
  fix F assume "compact U" and F: "F \<noteq> bot" "eventually (\<lambda>x. x \<in> U) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2780
  from F have "U \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2781
    by (auto simp: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2782
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2783
  def Z \<equiv> "closure ` {A. eventually (\<lambda>x. x \<in> A) F}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2784
  then have "\<forall>z\<in>Z. closed z"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2785
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2786
  moreover 
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2787
  have ev_Z: "\<And>z. z \<in> Z \<Longrightarrow> eventually (\<lambda>x. x \<in> z) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2788
    unfolding Z_def by (auto elim: eventually_elim1 intro: set_mp[OF closure_subset])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2789
  have "(\<forall>B \<subseteq> Z. finite B \<longrightarrow> U \<inter> \<Inter>B \<noteq> {})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2790
  proof (intro allI impI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2791
    fix B assume "finite B" "B \<subseteq> Z"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2792
    with `finite B` ev_Z have "eventually (\<lambda>x. \<forall>b\<in>B. x \<in> b) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2793
      by (auto intro!: eventually_Ball_finite)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2794
    with F(2) have "eventually (\<lambda>x. x \<in> U \<inter> (\<Inter>B)) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2795
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2796
    with F show "U \<inter> \<Inter>B \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2797
      by (intro notI) (simp add: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2798
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2799
  ultimately have "U \<inter> \<Inter>Z \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2800
    using `compact U` unfolding compact_fip by blast
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2801
  then obtain x where "x \<in> U" and x: "\<And>z. z \<in> Z \<Longrightarrow> x \<in> z" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2802
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2803
  have "\<And>P. eventually P (inf (nhds x) F) \<Longrightarrow> P \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2804
    unfolding eventually_inf eventually_nhds
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2805
  proof safe
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2806
    fix P Q R S
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2807
    assume "eventually R F" "open S" "x \<in> S"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2808
    with open_inter_closure_eq_empty[of S "{x. R x}"] x[of "closure {x. R x}"]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2809
    have "S \<inter> {x. R x} \<noteq> {}" by (auto simp: Z_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2810
    moreover assume "Ball S Q" "\<forall>x. Q x \<and> R x \<longrightarrow> bot x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2811
    ultimately show False by (auto simp: set_eq_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2812
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2813
  with `x \<in> U` show "\<exists>x\<in>U. inf (nhds x) F \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2814
    by (metis eventually_bot)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2815
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2816
  fix A assume A: "\<forall>a\<in>A. closed a" "\<forall>B\<subseteq>A. finite B \<longrightarrow> U \<inter> \<Inter>B \<noteq> {}" "U \<inter> \<Inter>A = {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2817
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2818
  def P' \<equiv> "(\<lambda>a (x::'a). x \<in> a)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2819
  then have inj_P': "\<And>A. inj_on P' A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2820
    by (auto intro!: inj_onI simp: fun_eq_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2821
  def F \<equiv> "filter_from_subbase (P' ` insert U A)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2822
  have "F \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2823
    unfolding F_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2824
  proof (safe intro!: filter_from_subbase_not_bot)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2825
    fix X assume "X \<subseteq> P' ` insert U A" "finite X" "Inf X = bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2826
    then obtain B where "B \<subseteq> insert U A" "finite B" and B: "Inf (P' ` B) = bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2827
      unfolding subset_image_iff by (auto intro: inj_P' finite_imageD)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2828
    with A(2)[THEN spec, of "B - {U}"] have "U \<inter> \<Inter>(B - {U}) \<noteq> {}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2829
    with B show False by (auto simp: P'_def fun_eq_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2830
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2831
  moreover have "eventually (\<lambda>x. x \<in> U) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2832
    unfolding F_def by (rule eventually_filter_from_subbaseI) (auto simp: P'_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2833
  moreover assume "\<forall>F. F \<noteq> bot \<longrightarrow> eventually (\<lambda>x. x \<in> U) F \<longrightarrow> (\<exists>x\<in>U. inf (nhds x) F \<noteq> bot)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2834
  ultimately obtain x where "x \<in> U" and x: "inf (nhds x) F \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2835
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2836
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2837
  { fix V assume "V \<in> A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2838
    then have V: "eventually (\<lambda>x. x \<in> V) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2839
      by (auto simp add: F_def image_iff P'_def intro!: eventually_filter_from_subbaseI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2840
    have "x \<in> closure V"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2841
      unfolding closure_iff_nhds_not_empty
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2842
    proof (intro impI allI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2843
      fix S A assume "open S" "x \<in> S" "S \<subseteq> A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2844
      then have "eventually (\<lambda>x. x \<in> A) (nhds x)" by (auto simp: eventually_nhds)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2845
      with V have "eventually (\<lambda>x. x \<in> V \<inter> A) (inf (nhds x) F)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2846
        by (auto simp: eventually_inf)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2847
      with x show "V \<inter> A \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2848
        by (auto simp del: Int_iff simp add: trivial_limit_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2849
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2850
    then have "x \<in> V"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2851
      using `V \<in> A` A(1) by simp }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2852
  with `x\<in>U` have "x \<in> U \<inter> \<Inter>A" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2853
  with `U \<inter> \<Inter>A = {}` show False by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2854
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2855
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2856
definition "countably_compact U \<longleftrightarrow>
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2857
    (\<forall>A. countable A \<longrightarrow> (\<forall>a\<in>A. open a) \<longrightarrow> U \<subseteq> \<Union>A \<longrightarrow> (\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T))"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2858
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2859
lemma countably_compactE:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2860
  assumes "countably_compact s" and "\<forall>t\<in>C. open t" and "s \<subseteq> \<Union>C" "countable C"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2861
  obtains C' where "C' \<subseteq> C" and "finite C'" and "s \<subseteq> \<Union>C'"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2862
  using assms unfolding countably_compact_def by metis
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2863
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2864
lemma countably_compactI:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2865
  assumes "\<And>C. \<forall>t\<in>C. open t \<Longrightarrow> s \<subseteq> \<Union>C \<Longrightarrow> countable C \<Longrightarrow> (\<exists>C'\<subseteq>C. finite C' \<and> s \<subseteq> \<Union>C')"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2866
  shows "countably_compact s"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2867
  using assms unfolding countably_compact_def by metis
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2868
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2869
lemma compact_imp_countably_compact: "compact U \<Longrightarrow> countably_compact U"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2870
  by (auto simp: compact_eq_heine_borel countably_compact_def)
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2871
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2872
lemma countably_compact_imp_compact:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2873
  assumes "countably_compact U"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2874
  assumes ccover: "countable B" "\<forall>b\<in>B. open b"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2875
  assumes basis: "\<And>T x. open T \<Longrightarrow> x \<in> T \<Longrightarrow> x \<in> U \<Longrightarrow> \<exists>b\<in>B. x \<in> b \<and> b \<inter> U \<subseteq> T"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2876
  shows "compact U"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2877
  using `countably_compact U` unfolding compact_eq_heine_borel countably_compact_def
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2878
proof safe
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2879
  fix A assume A: "\<forall>a\<in>A. open a" "U \<subseteq> \<Union>A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2880
  assume *: "\<forall>A. countable A \<longrightarrow> (\<forall>a\<in>A. open a) \<longrightarrow> U \<subseteq> \<Union>A \<longrightarrow> (\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T)"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2881
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2882
  moreover def C \<equiv> "{b\<in>B. \<exists>a\<in>A. b \<inter> U \<subseteq> a}"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2883
  ultimately have "countable C" "\<forall>a\<in>C. open a"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2884
    unfolding C_def using ccover by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2885
  moreover
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2886
  have "\<Union>A \<inter> U \<subseteq> \<Union>C"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2887
  proof safe
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2888
    fix x a assume "x \<in> U" "x \<in> a" "a \<in> A"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2889
    with basis[of a x] A obtain b where "b \<in> B" "x \<in> b" "b \<inter> U \<subseteq> a" by blast
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2890
    with `a \<in> A` show "x \<in> \<Union>C" unfolding C_def
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2891
      by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2892
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2893
  then have "U \<subseteq> \<Union>C" using `U \<subseteq> \<Union>A` by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2894
  ultimately obtain T where "T\<subseteq>C" "finite T" "U \<subseteq> \<Union>T"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2895
    using * by metis
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2896
  moreover then have "\<forall>t\<in>T. \<exists>a\<in>A. t \<inter> U \<subseteq> a"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2897
    by (auto simp: C_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2898
  then guess f unfolding bchoice_iff Bex_def ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2899
  ultimately show "\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2900
    unfolding C_def by (intro exI[of _ "f`T"]) fastforce
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2901
qed
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2902
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2903
lemma countably_compact_imp_compact_second_countable:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2904
  "countably_compact U \<Longrightarrow> compact (U :: 'a :: second_countable_topology set)"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2905
proof (rule countably_compact_imp_compact)
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2906
  fix T and x :: 'a assume "open T" "x \<in> T"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2907
  from topological_basisE[OF is_basis this] guess b .
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2908
  then show "\<exists>b\<in>SOME B. countable B \<and> topological_basis B. x \<in> b \<and> b \<inter> U \<subseteq> T" by auto
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2909
qed (insert countable_basis topological_basis_open[OF is_basis], auto)
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2910
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2911
lemma countably_compact_eq_compact:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2912
  "countably_compact U \<longleftrightarrow> compact (U :: 'a :: second_countable_topology set)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2913
  using countably_compact_imp_compact_second_countable compact_imp_countably_compact by blast
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  2914
  
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2915
subsubsection{* Sequential compactness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2916
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2917
definition
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2918
  seq_compact :: "'a::topological_space set \<Rightarrow> bool" where
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2919
  "seq_compact S \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2920
   (\<forall>f. (\<forall>n. f n \<in> S) \<longrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2921
       (\<exists>l\<in>S. \<exists>r. subseq r \<and> ((f o r) ---> l) sequentially))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2922
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2923
lemma seq_compact_imp_countably_compact:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2924
  fixes U :: "'a :: first_countable_topology set"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2925
  assumes "seq_compact U"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2926
  shows "countably_compact U"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  2927
proof (safe intro!: countably_compactI)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2928
  fix A assume A: "\<forall>a\<in>A. open a" "U \<subseteq> \<Union>A" "countable A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2929
  have subseq: "\<And>X. range X \<subseteq> U \<Longrightarrow> \<exists>r x. x \<in> U \<and> subseq r \<and> (X \<circ> r) ----> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2930
    using `seq_compact U` by (fastforce simp: seq_compact_def subset_eq)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2931
  show "\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2932
  proof cases
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2933
    assume "finite A" with A show ?thesis by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2934
  next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2935
    assume "infinite A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2936
    then have "A \<noteq> {}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2937
    show ?thesis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2938
    proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2939
      assume "\<not> (\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2940
      then have "\<forall>T. \<exists>x. T \<subseteq> A \<and> finite T \<longrightarrow> (x \<in> U - \<Union>T)" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2941
      then obtain X' where T: "\<And>T. T \<subseteq> A \<Longrightarrow> finite T \<Longrightarrow> X' T \<in> U - \<Union>T" by metis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2942
      def X \<equiv> "\<lambda>n. X' (from_nat_into A ` {.. n})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2943
      have X: "\<And>n. X n \<in> U - (\<Union>i\<le>n. from_nat_into A i)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2944
        using `A \<noteq> {}` unfolding X_def SUP_def by (intro T) (auto intro: from_nat_into)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2945
      then have "range X \<subseteq> U" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2946
      with subseq[of X] obtain r x where "x \<in> U" and r: "subseq r" "(X \<circ> r) ----> x" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2947
      from `x\<in>U` `U \<subseteq> \<Union>A` from_nat_into_surj[OF `countable A`]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2948
      obtain n where "x \<in> from_nat_into A n" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2949
      with r(2) A(1) from_nat_into[OF `A \<noteq> {}`, of n]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2950
      have "eventually (\<lambda>i. X (r i) \<in> from_nat_into A n) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2951
        unfolding tendsto_def by (auto simp: comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2952
      then obtain N where "\<And>i. N \<le> i \<Longrightarrow> X (r i) \<in> from_nat_into A n"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2953
        by (auto simp: eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2954
      moreover from X have "\<And>i. n \<le> r i \<Longrightarrow> X (r i) \<notin> from_nat_into A n"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2955
        by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2956
      moreover from `subseq r`[THEN seq_suble, of "max n N"] have "\<exists>i. n \<le> r i \<and> N \<le> i"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2957
        by (auto intro!: exI[of _ "max n N"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2958
      ultimately show False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2959
        by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2960
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2961
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2962
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2963
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2964
lemma compact_imp_seq_compact:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2965
  fixes U :: "'a :: first_countable_topology set"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2966
  assumes "compact U" shows "seq_compact U"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2967
  unfolding seq_compact_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2968
proof safe
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2969
  fix X :: "nat \<Rightarrow> 'a" assume "\<forall>n. X n \<in> U"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2970
  then have "eventually (\<lambda>x. x \<in> U) (filtermap X sequentially)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2971
    by (auto simp: eventually_filtermap)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2972
  moreover have "filtermap X sequentially \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2973
    by (simp add: trivial_limit_def eventually_filtermap)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2974
  ultimately obtain x where "x \<in> U" and x: "inf (nhds x) (filtermap X sequentially) \<noteq> bot" (is "?F \<noteq> _")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2975
    using `compact U` by (auto simp: compact_filter)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2976
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2977
  from countable_basis_at_decseq[of x] guess A . note A = this
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2978
  def s \<equiv> "\<lambda>n i. SOME j. i < j \<and> X j \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2979
  { fix n i
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2980
    have "\<exists>a. i < a \<and> X a \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2981
    proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2982
      assume "\<not> (\<exists>a>i. X a \<in> A (Suc n))"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2983
      then have "\<And>a. Suc i \<le> a \<Longrightarrow> X a \<notin> A (Suc n)" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2984
      then have "eventually (\<lambda>x. x \<notin> A (Suc n)) (filtermap X sequentially)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2985
        by (auto simp: eventually_filtermap eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2986
      moreover have "eventually (\<lambda>x. x \<in> A (Suc n)) (nhds x)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2987
        using A(1,2)[of "Suc n"] by (auto simp: eventually_nhds)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2988
      ultimately have "eventually (\<lambda>x. False) ?F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2989
        by (auto simp add: eventually_inf)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2990
      with x show False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2991
        by (simp add: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2992
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2993
    then have "i < s n i" "X (s n i) \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2994
      unfolding s_def by (auto intro: someI2_ex) }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2995
  note s = this
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2996
  def r \<equiv> "nat_rec (s 0 0) s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2997
  have "subseq r"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2998
    by (auto simp: r_def s subseq_Suc_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2999
  moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3000
  have "(\<lambda>n. X (r n)) ----> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3001
  proof (rule topological_tendstoI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3002
    fix S assume "open S" "x \<in> S"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3003
    with A(3) have "eventually (\<lambda>i. A i \<subseteq> S) sequentially" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3004
    moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3005
    { fix i assume "Suc 0 \<le> i" then have "X (r i) \<in> A i"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3006
        by (cases i) (simp_all add: r_def s) }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3007
    then have "eventually (\<lambda>i. X (r i) \<in> A i) sequentially" by (auto simp: eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3008
    ultimately show "eventually (\<lambda>i. X (r i) \<in> S) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3009
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3010
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3011
  ultimately show "\<exists>x \<in> U. \<exists>r. subseq r \<and> (X \<circ> r) ----> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3012
    using `x \<in> U` by (auto simp: convergent_def comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3013
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3014
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3015
lemma seq_compactI:
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  3016
  assumes "\<And>f. \<forall>n. f n \<in> S \<Longrightarrow> \<exists>l\<in>S. \<exists>r. subseq r \<and> ((f o r) ---> l) sequentially"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3017
  shows "seq_compact S"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3018
  unfolding seq_compact_def using assms by fast
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3019
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3020
lemma seq_compactE:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3021
  assumes "seq_compact S" "\<forall>n. f n \<in> S"
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  3022
  obtains l r where "l \<in> S" "subseq r" "((f \<circ> r) ---> l) sequentially"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3023
  using assms unfolding seq_compact_def by fast
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3024
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3025
lemma countably_compact_imp_acc_point:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3026
  assumes "countably_compact s" "countable t" "infinite t"  "t \<subseteq> s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3027
  shows "\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> t)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3028
proof (rule ccontr)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3029
  def C \<equiv> "(\<lambda>F. interior (F \<union> (- t))) ` {F. finite F \<and> F \<subseteq> t }"  
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3030
  note `countably_compact s`
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3031
  moreover have "\<forall>t\<in>C. open t" 
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3032
    by (auto simp: C_def)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3033
  moreover
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3034
  assume "\<not> (\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> t))"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3035
  then have s: "\<And>x. x \<in> s \<Longrightarrow> \<exists>U. x\<in>U \<and> open U \<and> finite (U \<inter> t)" by metis
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3036
  have "s \<subseteq> \<Union>C"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3037
    using `t \<subseteq> s`
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3038
    unfolding C_def Union_image_eq
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3039
    apply (safe dest!: s)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3040
    apply (rule_tac a="U \<inter> t" in UN_I)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3041
    apply (auto intro!: interiorI simp add: finite_subset)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3042
    done
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3043
  moreover
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3044
  from `countable t` have "countable C"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3045
    unfolding C_def by (auto intro: countable_Collect_finite_subset)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3046
  ultimately guess D by (rule countably_compactE)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3047
  then obtain E where E: "E \<subseteq> {F. finite F \<and> F \<subseteq> t }" "finite E" and
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3048
    s: "s \<subseteq> (\<Union>F\<in>E. interior (F \<union> (- t)))"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3049
    by (metis (lifting) Union_image_eq finite_subset_image C_def)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3050
  from s `t \<subseteq> s` have "t \<subseteq> \<Union>E"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3051
    using interior_subset by blast
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3052
  moreover have "finite (\<Union>E)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3053
    using E by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3054
  ultimately show False using `infinite t` by (auto simp: finite_subset)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3055
qed
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3056
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3057
lemma countable_acc_point_imp_seq_compact:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3058
  fixes s :: "'a::first_countable_topology set"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3059
  assumes "\<forall>t. infinite t \<and> countable t \<and> t \<subseteq> s --> (\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> t))"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3060
  shows "seq_compact s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3061
proof -
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3062
  { fix f :: "nat \<Rightarrow> 'a" assume f: "\<forall>n. f n \<in> s"
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3063
    have "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3064
    proof (cases "finite (range f)")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3065
      case True
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3066
      obtain l where "infinite {n. f n = f l}"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3067
        using pigeonhole_infinite[OF _ True] by auto
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3068
      then obtain r where "subseq r" and fr: "\<forall>n. f (r n) = f l"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3069
        using infinite_enumerate by blast
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3070
      hence "subseq r \<and> (f \<circ> r) ----> f l"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3071
        by (simp add: fr tendsto_const o_def)
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3072
      with f show "\<exists>l\<in>s. \<exists>r. subseq r \<and> (f \<circ> r) ----> l"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3073
        by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3074
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3075
      case False
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3076
      with f assms have "\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> range f)" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3077
      then obtain l where "l \<in> s" "\<forall>U. l\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> range f)" ..
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3078
      from this(2) have "\<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3079
        using acc_point_range_imp_convergent_subsequence[of l f] by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3080
      with `l \<in> s` show "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially" ..
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3081
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3082
  }
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3083
  thus ?thesis unfolding seq_compact_def by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3084
qed
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  3085
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3086
lemma seq_compact_eq_countably_compact:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3087
  fixes U :: "'a :: first_countable_topology set"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3088
  shows "seq_compact U \<longleftrightarrow> countably_compact U"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3089
  using
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3090
    countable_acc_point_imp_seq_compact
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3091
    countably_compact_imp_acc_point
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3092
    seq_compact_imp_countably_compact
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3093
  by metis
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3094
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3095
lemma seq_compact_eq_acc_point:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3096
  fixes s :: "'a :: first_countable_topology set"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3097
  shows "seq_compact s \<longleftrightarrow> (\<forall>t. infinite t \<and> countable t \<and> t \<subseteq> s --> (\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> t)))"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3098
  using
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3099
    countable_acc_point_imp_seq_compact[of s]
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3100
    countably_compact_imp_acc_point[of s]
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3101
    seq_compact_imp_countably_compact[of s]
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3102
  by metis
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3103
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3104
lemma seq_compact_eq_compact:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3105
  fixes U :: "'a :: second_countable_topology set"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3106
  shows "seq_compact U \<longleftrightarrow> compact U"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3107
  using seq_compact_eq_countably_compact countably_compact_eq_compact by blast
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3108
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3109
lemma bolzano_weierstrass_imp_seq_compact:
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3110
  fixes s :: "'a::{t1_space, first_countable_topology} set"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3111
  shows "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t) \<Longrightarrow> seq_compact s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3112
  by (rule countable_acc_point_imp_seq_compact) (metis islimpt_eq_acc_point)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3113
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3114
subsubsection{* Total boundedness *}
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3115
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3116
lemma cauchy_def:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3117
  "Cauchy s \<longleftrightarrow> (\<forall>e>0. \<exists>N. \<forall>m n. m \<ge> N \<and> n \<ge> N --> dist(s m)(s n) < e)"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3118
unfolding Cauchy_def by blast
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3119
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3120
fun helper_1::"('a::metric_space set) \<Rightarrow> real \<Rightarrow> nat \<Rightarrow> 'a" where
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3121
  "helper_1 s e n = (SOME y::'a. y \<in> s \<and> (\<forall>m<n. \<not> (dist (helper_1 s e m) y < e)))"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3122
declare helper_1.simps[simp del]
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3123
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3124
lemma seq_compact_imp_totally_bounded:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3125
  assumes "seq_compact s"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3126
  shows "\<forall>e>0. \<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> (\<Union>((\<lambda>x. ball x e) ` k))"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3127
proof(rule, rule, rule ccontr)
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3128
  fix e::real assume "e>0" and assm:"\<not> (\<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> \<Union>(\<lambda>x. ball x e) ` k)"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3129
  def x \<equiv> "helper_1 s e"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3130
  { fix n
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3131
    have "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3132
    proof(induct_tac rule:nat_less_induct)
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3133
      fix n  def Q \<equiv> "(\<lambda>y. y \<in> s \<and> (\<forall>m<n. \<not> dist (x m) y < e))"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3134
      assume as:"\<forall>m<n. x m \<in> s \<and> (\<forall>ma<m. \<not> dist (x ma) (x m) < e)"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3135
      have "\<not> s \<subseteq> (\<Union>x\<in>x ` {0..<n}. ball x e)" using assm apply simp apply(erule_tac x="x ` {0 ..< n}" in allE) using as by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3136
      then obtain z where z:"z\<in>s" "z \<notin> (\<Union>x\<in>x ` {0..<n}. ball x e)" unfolding subset_eq by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3137
      have "Q (x n)" unfolding x_def and helper_1.simps[of s e n]
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3138
        apply(rule someI2[where a=z]) unfolding x_def[symmetric] and Q_def using z by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3139
      thus "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)" unfolding Q_def by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3140
    qed }
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3141
  hence "\<forall>n::nat. x n \<in> s" and x:"\<forall>n. \<forall>m < n. \<not> (dist (x m) (x n) < e)" by blast+
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3142
  then obtain l r where "l\<in>s" and r:"subseq r" and "((x \<circ> r) ---> l) sequentially" using assms(1)[unfolded seq_compact_def, THEN spec[where x=x]] by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3143
  from this(3) have "Cauchy (x \<circ> r)" using LIMSEQ_imp_Cauchy by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3144
  then obtain N::nat where N:"\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist ((x \<circ> r) m) ((x \<circ> r) n) < e" unfolding cauchy_def using `e>0` by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3145
  show False
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3146
    using N[THEN spec[where x=N], THEN spec[where x="N+1"]]
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3147
    using r[unfolded subseq_def, THEN spec[where x=N], THEN spec[where x="N+1"]]
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3148
    using x[THEN spec[where x="r (N+1)"], THEN spec[where x="r (N)"]] by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3149
qed
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3150
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3151
subsubsection{* Heine-Borel theorem *}
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3152
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3153
lemma seq_compact_imp_heine_borel:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3154
  fixes s :: "'a :: metric_space set"
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3155
  assumes "seq_compact s" shows "compact s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3156
proof -
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3157
  from seq_compact_imp_totally_bounded[OF `seq_compact s`]
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3158
  guess f unfolding choice_iff' .. note f = this
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3159
  def K \<equiv> "(\<lambda>(x, r). ball x r) ` ((\<Union>e \<in> \<rat> \<inter> {0 <..}. f e) \<times> \<rat>)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3160
  have "countably_compact s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3161
    using `seq_compact s` by (rule seq_compact_imp_countably_compact)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3162
  then show "compact s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3163
  proof (rule countably_compact_imp_compact)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3164
    show "countable K"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3165
      unfolding K_def using f
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3166
      by (auto intro: countable_finite countable_subset countable_rat
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3167
               intro!: countable_image countable_SIGMA countable_UN)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3168
    show "\<forall>b\<in>K. open b" by (auto simp: K_def)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3169
  next
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3170
    fix T x assume T: "open T" "x \<in> T" and x: "x \<in> s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3171
    from openE[OF T] obtain e where "0 < e" "ball x e \<subseteq> T" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3172
    then have "0 < e / 2" "ball x (e / 2) \<subseteq> T" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3173
    from Rats_dense_in_real[OF `0 < e / 2`] obtain r where "r \<in> \<rat>" "0 < r" "r < e / 2" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3174
    from f[rule_format, of r] `0 < r` `x \<in> s` obtain k where "k \<in> f r" "x \<in> ball k r"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3175
      unfolding Union_image_eq by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3176
    from `r \<in> \<rat>` `0 < r` `k \<in> f r` have "ball k r \<in> K" by (auto simp: K_def)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3177
    then show "\<exists>b\<in>K. x \<in> b \<and> b \<inter> s \<subseteq> T"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3178
    proof (rule bexI[rotated], safe)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3179
      fix y assume "y \<in> ball k r"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3180
      with `r < e / 2` `x \<in> ball k r` have "dist x y < e"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3181
        by (intro dist_double[where x = k and d=e]) (auto simp: dist_commute)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3182
      with `ball x e \<subseteq> T` show "y \<in> T" by auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3183
    qed (rule `x \<in> ball k r`)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3184
  qed
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3185
qed
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3186
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3187
lemma compact_eq_seq_compact_metric:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3188
  "compact (s :: 'a::metric_space set) \<longleftrightarrow> seq_compact s"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3189
  using compact_imp_seq_compact seq_compact_imp_heine_borel by blast
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3190
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3191
lemma compact_def:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3192
  "compact (S :: 'a::metric_space set) \<longleftrightarrow>
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  3193
   (\<forall>f. (\<forall>n. f n \<in> S) \<longrightarrow> (\<exists>l\<in>S. \<exists>r. subseq r \<and> (f o r) ----> l))"
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3194
  unfolding compact_eq_seq_compact_metric seq_compact_def by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3195
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3196
subsubsection {* Complete the chain of compactness variants *}
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3197
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3198
lemma compact_eq_bolzano_weierstrass:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3199
  fixes s :: "'a::metric_space set"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3200
  shows "compact s \<longleftrightarrow> (\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t))" (is "?lhs = ?rhs")
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3201
proof
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3202
  assume ?lhs thus ?rhs using heine_borel_imp_bolzano_weierstrass[of s] by auto
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3203
next
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3204
  assume ?rhs thus ?lhs
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3205
    unfolding compact_eq_seq_compact_metric by (rule bolzano_weierstrass_imp_seq_compact)
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3206
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3207
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3208
lemma bolzano_weierstrass_imp_bounded:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3209
  "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t) \<Longrightarrow> bounded s"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3210
  using compact_imp_bounded unfolding compact_eq_bolzano_weierstrass .
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3211
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3212
text {*
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3213
  A metric space (or topological vector space) is said to have the
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3214
  Heine-Borel property if every closed and bounded subset is compact.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3215
*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3216
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  3217
class heine_borel = metric_space +
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3218
  assumes bounded_imp_convergent_subsequence:
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3219
    "bounded (range f) \<Longrightarrow> \<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3220
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3221
lemma bounded_closed_imp_seq_compact:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3222
  fixes s::"'a::heine_borel set"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3223
  assumes "bounded s" and "closed s" shows "seq_compact s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3224
proof (unfold seq_compact_def, clarify)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3225
  fix f :: "nat \<Rightarrow> 'a" assume f: "\<forall>n. f n \<in> s"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3226
  with `bounded s` have "bounded (range f)" by (auto intro: bounded_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3227
  obtain l r where r: "subseq r" and l: "((f \<circ> r) ---> l) sequentially"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3228
    using bounded_imp_convergent_subsequence [OF `bounded (range f)`] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3229
  from f have fr: "\<forall>n. (f \<circ> r) n \<in> s" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3230
  have "l \<in> s" using `closed s` fr l
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3231
    unfolding closed_sequential_limits by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3232
  show "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3233
    using `l \<in> s` r l by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3234
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3235
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3236
lemma compact_eq_bounded_closed:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3237
  fixes s :: "'a::heine_borel set"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3238
  shows "compact s \<longleftrightarrow> bounded s \<and> closed s"  (is "?lhs = ?rhs")
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3239
proof
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3240
  assume ?lhs thus ?rhs
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3241
    using compact_imp_closed compact_imp_bounded by blast
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3242
next
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3243
  assume ?rhs thus ?lhs
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3244
    using bounded_closed_imp_seq_compact[of s] unfolding compact_eq_seq_compact_metric by auto
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3245
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3246
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3247
(* TODO: is this lemma necessary? *)
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3248
lemma bounded_increasing_convergent:
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3249
  fixes s :: "nat \<Rightarrow> real"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3250
  shows "bounded {s n| n. True} \<Longrightarrow> \<forall>n. s n \<le> s (Suc n) \<Longrightarrow> \<exists>l. s ----> l"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3251
  using Bseq_mono_convergent[of s] incseq_Suc_iff[of s]
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3252
  by (auto simp: image_def Bseq_eq_bounded convergent_def incseq_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3253
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3254
instance real :: heine_borel
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3255
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3256
  fix f :: "nat \<Rightarrow> real"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3257
  assume f: "bounded (range f)"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3258
  obtain r where r: "subseq r" "monoseq (f \<circ> r)"
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3259
    unfolding comp_def by (metis seq_monosub)
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3260
  moreover
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3261
  then have "Bseq (f \<circ> r)"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3262
    unfolding Bseq_eq_bounded using f by (auto intro: bounded_subset)
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3263
  ultimately show "\<exists>l r. subseq r \<and> (f \<circ> r) ----> l"
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3264
    using Bseq_monoseq_convergent[of "f \<circ> r"] by (auto simp: convergent_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3265
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3266
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3267
lemma compact_lemma:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3268
  fixes f :: "nat \<Rightarrow> 'a::euclidean_space"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3269
  assumes "bounded (range f)"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3270
  shows "\<forall>d\<subseteq>Basis. \<exists>l::'a. \<exists> r. subseq r \<and>
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3271
        (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3272
proof safe
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3273
  fix d :: "'a set" assume d: "d \<subseteq> Basis" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3274
  with finite_Basis have "finite d" by (blast intro: finite_subset)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3275
  from this d show "\<exists>l::'a. \<exists>r. subseq r \<and>
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3276
      (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3277
  proof(induct d) case empty thus ?case unfolding subseq_def by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3278
  next case (insert k d) have k[intro]:"k\<in>Basis" using insert by auto
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3279
    have s': "bounded ((\<lambda>x. x \<bullet> k) ` range f)" using `bounded (range f)`
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3280
      by (auto intro!: bounded_linear_image bounded_linear_inner_left)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3281
    obtain l1::"'a" and r1 where r1:"subseq r1" and
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3282
      lr1:"\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 n) \<bullet> i) (l1 \<bullet> i) < e) sequentially"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3283
      using insert(3) using insert(4) by auto
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3284
    have f': "\<forall>n. f (r1 n) \<bullet> k \<in> (\<lambda>x. x \<bullet> k) ` range f" by simp
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3285
    have "bounded (range (\<lambda>i. f (r1 i) \<bullet> k))"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3286
      by (metis (lifting) bounded_subset f' image_subsetI s')
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3287
    then obtain l2 r2 where r2:"subseq r2" and lr2:"((\<lambda>i. f (r1 (r2 i)) \<bullet> k) ---> l2) sequentially"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3288
      using bounded_imp_convergent_subsequence[of "\<lambda>i. f (r1 i) \<bullet> k"] by (auto simp: o_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3289
    def r \<equiv> "r1 \<circ> r2" have r:"subseq r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3290
      using r1 and r2 unfolding r_def o_def subseq_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3291
    moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3292
    def l \<equiv> "(\<Sum>i\<in>Basis. (if i = k then l2 else l1\<bullet>i) *\<^sub>R i)::'a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3293
    { fix e::real assume "e>0"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3294
      from lr1 `e>0` have N1:"eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 n) \<bullet> i) (l1 \<bullet> i) < e) sequentially" by blast
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3295
      from lr2 `e>0` have N2:"eventually (\<lambda>n. dist (f (r1 (r2 n)) \<bullet> k) l2 < e) sequentially" by (rule tendstoD)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3296
      from r2 N1 have N1': "eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 (r2 n)) \<bullet> i) (l1 \<bullet> i) < e) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3297
        by (rule eventually_subseq)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3298
      have "eventually (\<lambda>n. \<forall>i\<in>(insert k d). dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3299
        using N1' N2 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3300
        by eventually_elim (insert insert.prems, auto simp: l_def r_def o_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3301
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3302
    ultimately show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3303
  qed
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3304
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3305
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3306
instance euclidean_space \<subseteq> heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3307
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3308
  fix f :: "nat \<Rightarrow> 'a"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3309
  assume f: "bounded (range f)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3310
  then obtain l::'a and r where r: "subseq r"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3311
    and l: "\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3312
    using compact_lemma [OF f] by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3313
  { fix e::real assume "e>0"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3314
    hence "0 < e / real_of_nat DIM('a)" by (auto intro!: divide_pos_pos DIM_positive)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3315
    with l have "eventually (\<lambda>n. \<forall>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i) < e / (real_of_nat DIM('a))) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3316
      by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3317
    moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3318
    { fix n assume n: "\<forall>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i) < e / (real_of_nat DIM('a))"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3319
      have "dist (f (r n)) l \<le> (\<Sum>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3320
        apply(subst euclidean_dist_l2) using zero_le_dist by (rule setL2_le_setsum)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3321
      also have "\<dots> < (\<Sum>i\<in>(Basis::'a set). e / (real_of_nat DIM('a)))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3322
        apply(rule setsum_strict_mono) using n by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3323
      finally have "dist (f (r n)) l < e" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  3324
        by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3325
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3326
    ultimately have "eventually (\<lambda>n. dist (f (r n)) l < e) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3327
      by (rule eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3328
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3329
  hence *:"((f \<circ> r) ---> l) sequentially" unfolding o_def tendsto_iff by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3330
  with r show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3331
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3332
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3333
lemma bounded_fst: "bounded s \<Longrightarrow> bounded (fst ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3334
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3335
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3336
apply (rule_tac x="a" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3337
apply (rule_tac x="e" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3338
apply clarsimp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3339
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3340
apply (simp add: dist_Pair_Pair)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3341
apply (erule order_trans [OF real_sqrt_sum_squares_ge1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3342
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3343
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3344
lemma bounded_snd: "bounded s \<Longrightarrow> bounded (snd ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3345
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3346
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3347
apply (rule_tac x="b" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3348
apply (rule_tac x="e" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3349
apply clarsimp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3350
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3351
apply (simp add: dist_Pair_Pair)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3352
apply (erule order_trans [OF real_sqrt_sum_squares_ge2])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3353
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3354
37678
0040bafffdef "prod" and "sum" replace "*" and "+" respectively
haftmann
parents: 37649
diff changeset
  3355
instance prod :: (heine_borel, heine_borel) heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3356
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3357
  fix f :: "nat \<Rightarrow> 'a \<times> 'b"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3358
  assume f: "bounded (range f)"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3359
  from f have s1: "bounded (range (fst \<circ> f))" unfolding image_comp by (rule bounded_fst)
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3360
  obtain l1 r1 where r1: "subseq r1" and l1: "(\<lambda>n. fst (f (r1 n))) ----> l1"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3361
    using bounded_imp_convergent_subsequence [OF s1] unfolding o_def by fast
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3362
  from f have s2: "bounded (range (snd \<circ> f \<circ> r1))"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3363
    by (auto simp add: image_comp intro: bounded_snd bounded_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3364
  obtain l2 r2 where r2: "subseq r2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3365
    and l2: "((\<lambda>n. snd (f (r1 (r2 n)))) ---> l2) sequentially"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3366
    using bounded_imp_convergent_subsequence [OF s2]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3367
    unfolding o_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3368
  have l1': "((\<lambda>n. fst (f (r1 (r2 n)))) ---> l1) sequentially"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3369
    using LIMSEQ_subseq_LIMSEQ [OF l1 r2] unfolding o_def .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3370
  have l: "((f \<circ> (r1 \<circ> r2)) ---> (l1, l2)) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3371
    using tendsto_Pair [OF l1' l2] unfolding o_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3372
  have r: "subseq (r1 \<circ> r2)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3373
    using r1 r2 unfolding subseq_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3374
  show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3375
    using l r by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3376
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3377
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3378
subsubsection{* Completeness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3379
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3380
definition complete :: "'a::metric_space set \<Rightarrow> bool" where
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3381
  "complete s \<longleftrightarrow> (\<forall>f. (\<forall>n. f n \<in> s) \<and> Cauchy f \<longrightarrow> (\<exists>l\<in>s. f ----> l))"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3382
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3383
lemma compact_imp_complete: assumes "compact s" shows "complete s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3384
proof-
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3385
  { fix f assume as: "(\<forall>n::nat. f n \<in> s)" "Cauchy f"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3386
    from as(1) obtain l r where lr: "l\<in>s" "subseq r" "(f \<circ> r) ----> l"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3387
      using assms unfolding compact_def by blast
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3388
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3389
    note lr' = seq_suble [OF lr(2)]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3390
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3391
    { fix e::real assume "e>0"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3392
      from as(2) obtain N where N:"\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (f m) (f n) < e/2" unfolding cauchy_def using `e>0` apply (erule_tac x="e/2" in allE) by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3393
      from lr(3)[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] obtain M where M:"\<forall>n\<ge>M. dist ((f \<circ> r) n) l < e/2" using `e>0` by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3394
      { fix n::nat assume n:"n \<ge> max N M"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3395
        have "dist ((f \<circ> r) n) l < e/2" using n M by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3396
        moreover have "r n \<ge> N" using lr'[of n] n by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3397
        hence "dist (f n) ((f \<circ> r) n) < e / 2" using N using n by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3398
        ultimately have "dist (f n) l < e" using dist_triangle_half_r[of "f (r n)" "f n" e l] by (auto simp add: dist_commute)  }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3399
      hence "\<exists>N. \<forall>n\<ge>N. dist (f n) l < e" by blast  }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3400
    hence "\<exists>l\<in>s. (f ---> l) sequentially" using `l\<in>s` unfolding LIMSEQ_def by auto  }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3401
  thus ?thesis unfolding complete_def by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3402
qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3403
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3404
lemma nat_approx_posE:
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3405
  fixes e::real
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3406
  assumes "0 < e"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3407
  obtains n::nat where "1 / (Suc n) < e"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3408
proof atomize_elim
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3409
  have " 1 / real (Suc (nat (ceiling (1/e)))) < 1 / (ceiling (1/e))"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3410
    by (rule divide_strict_left_mono) (auto intro!: mult_pos_pos simp: `0 < e`)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3411
  also have "1 / (ceiling (1/e)) \<le> 1 / (1/e)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3412
    by (rule divide_left_mono) (auto intro!: divide_pos_pos simp: `0 < e`)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3413
  also have "\<dots> = e" by simp
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3414
  finally show  "\<exists>n. 1 / real (Suc n) < e" ..
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3415
qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3416
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3417
lemma compact_eq_totally_bounded:
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3418
  "compact s \<longleftrightarrow> complete s \<and> (\<forall>e>0. \<exists>k. finite k \<and> s \<subseteq> (\<Union>((\<lambda>x. ball x e) ` k)))"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3419
    (is "_ \<longleftrightarrow> ?rhs")
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3420
proof
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3421
  assume assms: "?rhs"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3422
  then obtain k where k: "\<And>e. 0 < e \<Longrightarrow> finite (k e)" "\<And>e. 0 < e \<Longrightarrow> s \<subseteq> (\<Union>x\<in>k e. ball x e)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3423
    by (auto simp: choice_iff')
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3424
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3425
  show "compact s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3426
  proof cases
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3427
    assume "s = {}" thus "compact s" by (simp add: compact_def)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3428
  next
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3429
    assume "s \<noteq> {}"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3430
    show ?thesis
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3431
      unfolding compact_def
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3432
    proof safe
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3433
      fix f :: "nat \<Rightarrow> 'a" assume f: "\<forall>n. f n \<in> s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3434
      
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3435
      def e \<equiv> "\<lambda>n. 1 / (2 * Suc n)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3436
      then have [simp]: "\<And>n. 0 < e n" by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3437
      def B \<equiv> "\<lambda>n U. SOME b. infinite {n. f n \<in> b} \<and> (\<exists>x. b \<subseteq> ball x (e n) \<inter> U)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3438
      { fix n U assume "infinite {n. f n \<in> U}"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3439
        then have "\<exists>b\<in>k (e n). infinite {i\<in>{n. f n \<in> U}. f i \<in> ball b (e n)}"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3440
          using k f by (intro pigeonhole_infinite_rel) (auto simp: subset_eq)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3441
        then guess a ..
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3442
        then have "\<exists>b. infinite {i. f i \<in> b} \<and> (\<exists>x. b \<subseteq> ball x (e n) \<inter> U)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3443
          by (intro exI[of _ "ball a (e n) \<inter> U"] exI[of _ a]) (auto simp: ac_simps)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3444
        from someI_ex[OF this]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3445
        have "infinite {i. f i \<in> B n U}" "\<exists>x. B n U \<subseteq> ball x (e n) \<inter> U"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3446
          unfolding B_def by auto }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3447
      note B = this
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3448
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3449
      def F \<equiv> "nat_rec (B 0 UNIV) B"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3450
      { fix n have "infinite {i. f i \<in> F n}"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3451
          by (induct n) (auto simp: F_def B) }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3452
      then have F: "\<And>n. \<exists>x. F (Suc n) \<subseteq> ball x (e n) \<inter> F n"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3453
        using B by (simp add: F_def)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3454
      then have F_dec: "\<And>m n. m \<le> n \<Longrightarrow> F n \<subseteq> F m"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3455
        using decseq_SucI[of F] by (auto simp: decseq_def)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3456
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3457
      obtain sel where sel: "\<And>k i. i < sel k i" "\<And>k i. f (sel k i) \<in> F k"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3458
      proof (atomize_elim, unfold all_conj_distrib[symmetric], intro choice allI)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3459
        fix k i
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3460
        have "infinite ({n. f n \<in> F k} - {.. i})"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3461
          using `infinite {n. f n \<in> F k}` by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3462
        from infinite_imp_nonempty[OF this]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3463
        show "\<exists>x>i. f x \<in> F k"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3464
          by (simp add: set_eq_iff not_le conj_commute)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3465
      qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3466
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3467
      def t \<equiv> "nat_rec (sel 0 0) (\<lambda>n i. sel (Suc n) i)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3468
      have "subseq t"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3469
        unfolding subseq_Suc_iff by (simp add: t_def sel)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3470
      moreover have "\<forall>i. (f \<circ> t) i \<in> s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3471
        using f by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3472
      moreover
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3473
      { fix n have "(f \<circ> t) n \<in> F n"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3474
          by (cases n) (simp_all add: t_def sel) }
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3475
      note t = this
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3476
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3477
      have "Cauchy (f \<circ> t)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3478
      proof (safe intro!: metric_CauchyI exI elim!: nat_approx_posE)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3479
        fix r :: real and N n m assume "1 / Suc N < r" "Suc N \<le> n" "Suc N \<le> m"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3480
        then have "(f \<circ> t) n \<in> F (Suc N)" "(f \<circ> t) m \<in> F (Suc N)" "2 * e N < r"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3481
          using F_dec t by (auto simp: e_def field_simps real_of_nat_Suc)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3482
        with F[of N] obtain x where "dist x ((f \<circ> t) n) < e N" "dist x ((f \<circ> t) m) < e N"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3483
          by (auto simp: subset_eq)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3484
        with dist_triangle[of "(f \<circ> t) m" "(f \<circ> t) n" x] `2 * e N < r`
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3485
        show "dist ((f \<circ> t) m) ((f \<circ> t) n) < r"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3486
          by (simp add: dist_commute)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3487
      qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3488
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3489
      ultimately show "\<exists>l\<in>s. \<exists>r. subseq r \<and> (f \<circ> r) ----> l"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3490
        using assms unfolding complete_def by blast
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3491
    qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3492
  qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3493
qed (metis compact_imp_complete compact_imp_seq_compact seq_compact_imp_totally_bounded)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3494
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3495
lemma cauchy: "Cauchy s \<longleftrightarrow> (\<forall>e>0.\<exists> N::nat. \<forall>n\<ge>N. dist(s n)(s N) < e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3496
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3497
  { assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3498
    { fix e::real
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3499
      assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3500
      with `?rhs` obtain N where N:"\<forall>n\<ge>N. dist (s n) (s N) < e/2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3501
        by (erule_tac x="e/2" in allE) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3502
      { fix n m
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3503
        assume nm:"N \<le> m \<and> N \<le> n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3504
        hence "dist (s m) (s n) < e" using N
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3505
          using dist_triangle_half_l[of "s m" "s N" "e" "s n"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3506
          by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3507
      }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3508
      hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3509
        by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3510
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3511
    hence ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3512
      unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3513
      by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3514
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3515
  thus ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3516
    unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3517
    using dist_triangle_half_l
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3518
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3519
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3520
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3521
lemma cauchy_imp_bounded: assumes "Cauchy s" shows "bounded (range s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3522
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3523
  from assms obtain N::nat where "\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < 1" unfolding cauchy_def apply(erule_tac x= 1 in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3524
  hence N:"\<forall>n. N \<le> n \<longrightarrow> dist (s N) (s n) < 1" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3525
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3526
  have "bounded (s ` {0..N})" using finite_imp_bounded[of "s ` {1..N}"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3527
  then obtain a where a:"\<forall>x\<in>s ` {0..N}. dist (s N) x \<le> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3528
    unfolding bounded_any_center [where a="s N"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3529
  ultimately show "?thesis"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3530
    unfolding bounded_any_center [where a="s N"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3531
    apply(rule_tac x="max a 1" in exI) apply auto
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3532
    apply(erule_tac x=y in allE) apply(erule_tac x=y in ballE) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3533
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3534
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3535
instance heine_borel < complete_space
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3536
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3537
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3538
  hence "bounded (range f)"
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3539
    by (rule cauchy_imp_bounded)
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3540
  hence "compact (closure (range f))"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3541
    unfolding compact_eq_bounded_closed by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3542
  hence "complete (closure (range f))"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3543
    by (rule compact_imp_complete)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3544
  moreover have "\<forall>n. f n \<in> closure (range f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3545
    using closure_subset [of "range f"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3546
  ultimately have "\<exists>l\<in>closure (range f). (f ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3547
    using `Cauchy f` unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3548
  then show "convergent f"
36660
1cc4ab4b7ff7 make (X ----> L) an abbreviation for (X ---> L) sequentially
huffman
parents: 36659
diff changeset
  3549
    unfolding convergent_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3550
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3551
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3552
instance euclidean_space \<subseteq> banach ..
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3553
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3554
lemma complete_univ: "complete (UNIV :: 'a::complete_space set)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3555
proof(simp add: complete_def, rule, rule)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3556
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3557
  hence "convergent f" by (rule Cauchy_convergent)
36660
1cc4ab4b7ff7 make (X ----> L) an abbreviation for (X ---> L) sequentially
huffman
parents: 36659
diff changeset
  3558
  thus "\<exists>l. f ----> l" unfolding convergent_def .  
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3559
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3560
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3561
lemma complete_imp_closed: assumes "complete s" shows "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3562
proof -
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3563
  { fix x assume "x islimpt s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3564
    then obtain f where f: "\<forall>n. f n \<in> s - {x}" "(f ---> x) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3565
      unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3566
    then obtain l where l: "l\<in>s" "(f ---> l) sequentially"
50939
ae7cd20ed118 replace convergent_imp_cauchy by LIMSEQ_imp_Cauchy
hoelzl
parents: 50938
diff changeset
  3567
      using `complete s`[unfolded complete_def] using LIMSEQ_imp_Cauchy[of f x] by auto
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  3568
    hence "x \<in> s"  using tendsto_unique[of sequentially f l x] trivial_limit_sequentially f(2) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3569
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3570
  thus "closed s" unfolding closed_limpt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3571
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3572
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3573
lemma complete_eq_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3574
  fixes s :: "'a::complete_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3575
  shows "complete s \<longleftrightarrow> closed s" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3576
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3577
  assume ?lhs thus ?rhs by (rule complete_imp_closed)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3578
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3579
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3580
  { fix f assume as:"\<forall>n::nat. f n \<in> s" "Cauchy f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3581
    then obtain l where "(f ---> l) sequentially" using complete_univ[unfolded complete_def, THEN spec[where x=f]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3582
    hence "\<exists>l\<in>s. (f ---> l) sequentially" using `?rhs`[unfolded closed_sequential_limits, THEN spec[where x=f], THEN spec[where x=l]] using as(1) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3583
  thus ?lhs unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3584
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3585
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3586
lemma convergent_eq_cauchy:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3587
  fixes s :: "nat \<Rightarrow> 'a::complete_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3588
  shows "(\<exists>l. (s ---> l) sequentially) \<longleftrightarrow> Cauchy s"
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3589
  unfolding Cauchy_convergent_iff convergent_def ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3590
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3591
lemma convergent_imp_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3592
  fixes s :: "nat \<Rightarrow> 'a::metric_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3593
  shows "(s ---> l) sequentially \<Longrightarrow> bounded (range s)"
50939
ae7cd20ed118 replace convergent_imp_cauchy by LIMSEQ_imp_Cauchy
hoelzl
parents: 50938
diff changeset
  3594
  by (intro cauchy_imp_bounded LIMSEQ_imp_Cauchy)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3595
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3596
lemma compact_cball[simp]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3597
  fixes x :: "'a::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3598
  shows "compact(cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3599
  using compact_eq_bounded_closed bounded_cball closed_cball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3600
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3601
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3602
lemma compact_frontier_bounded[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3603
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3604
  shows "bounded s ==> compact(frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3605
  unfolding frontier_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3606
  using compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3607
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3608
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3609
lemma compact_frontier[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3610
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3611
  shows "compact s ==> compact (frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3612
  using compact_eq_bounded_closed compact_frontier_bounded
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3613
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3614
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3615
lemma frontier_subset_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3616
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3617
  shows "compact s ==> frontier s \<subseteq> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3618
  using frontier_subset_closed compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3619
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3620
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3621
subsection {* Bounded closed nest property (proof does not use Heine-Borel) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3622
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3623
lemma bounded_closed_nest:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3624
  assumes "\<forall>n. closed(s n)" "\<forall>n. (s n \<noteq> {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3625
  "(\<forall>m n. m \<le> n --> s n \<subseteq> s m)"  "bounded(s 0)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3626
  shows "\<exists>a::'a::heine_borel. \<forall>n::nat. a \<in> s(n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3627
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3628
  from assms(2) obtain x where x:"\<forall>n::nat. x n \<in> s n" using choice[of "\<lambda>n x. x\<in> s n"] by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3629
  from assms(4,1) have *:"seq_compact (s 0)" using bounded_closed_imp_seq_compact[of "s 0"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3630
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3631
  then obtain l r where lr:"l\<in>s 0" "subseq r" "((x \<circ> r) ---> l) sequentially"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3632
    unfolding seq_compact_def apply(erule_tac x=x in allE)  using x using assms(3) by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3633
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3634
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3635
    { fix e::real assume "e>0"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3636
      with lr(3) obtain N where N:"\<forall>m\<ge>N. dist ((x \<circ> r) m) l < e" unfolding LIMSEQ_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3637
      hence "dist ((x \<circ> r) (max N n)) l < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3638
      moreover
50937
d249ef928ae1 removed subseq_bigger (replaced by seq_suble)
hoelzl
parents: 50936
diff changeset
  3639
      have "r (max N n) \<ge> n" using lr(2) using seq_suble[of r "max N n"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3640
      hence "(x \<circ> r) (max N n) \<in> s n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3641
        using x apply(erule_tac x=n in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3642
        using x apply(erule_tac x="r (max N n)" in allE)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3643
        using assms(3) apply(erule_tac x=n in allE) apply(erule_tac x="r (max N n)" in allE) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3644
      ultimately have "\<exists>y\<in>s n. dist y l < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3645
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3646
    hence "l \<in> s n" using closed_approachable[of "s n" l] assms(1) by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3647
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3648
  thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3649
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3650
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3651
text {* Decreasing case does not even need compactness, just completeness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3652
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3653
lemma decreasing_closed_nest:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3654
  assumes "\<forall>n. closed(s n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3655
          "\<forall>n. (s n \<noteq> {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3656
          "\<forall>m n. m \<le> n --> s n \<subseteq> s m"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3657
          "\<forall>e>0. \<exists>n. \<forall>x \<in> (s n). \<forall> y \<in> (s n). dist x y < e"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3658
  shows "\<exists>a::'a::complete_space. \<forall>n::nat. a \<in> s n"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3659
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3660
  have "\<forall>n. \<exists> x. x\<in>s n" using assms(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3661
  hence "\<exists>t. \<forall>n. t n \<in> s n" using choice[of "\<lambda> n x. x \<in> s n"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3662
  then obtain t where t: "\<forall>n. t n \<in> s n" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3663
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3664
    then obtain N where N:"\<forall>x\<in>s N. \<forall>y\<in>s N. dist x y < e" using assms(4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3665
    { fix m n ::nat assume "N \<le> m \<and> N \<le> n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3666
      hence "t m \<in> s N" "t n \<in> s N" using assms(3) t unfolding  subset_eq t by blast+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3667
      hence "dist (t m) (t n) < e" using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3668
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3669
    hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (t m) (t n) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3670
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3671
  hence  "Cauchy t" unfolding cauchy_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3672
  then obtain l where l:"(t ---> l) sequentially" using complete_univ unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3673
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3674
    { fix e::real assume "e>0"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3675
      then obtain N::nat where N:"\<forall>n\<ge>N. dist (t n) l < e" using l[unfolded LIMSEQ_def] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3676
      have "t (max n N) \<in> s n" using assms(3) unfolding subset_eq apply(erule_tac x=n in allE) apply (erule_tac x="max n N" in allE) using t by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3677
      hence "\<exists>y\<in>s n. dist y l < e" apply(rule_tac x="t (max n N)" in bexI) using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3678
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3679
    hence "l \<in> s n" using closed_approachable[of "s n" l] assms(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3680
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3681
  then show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3682
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3683
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3684
text {* Strengthen it to the intersection actually being a singleton. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3685
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3686
lemma decreasing_closed_nest_sing:
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  3687
  fixes s :: "nat \<Rightarrow> 'a::complete_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3688
  assumes "\<forall>n. closed(s n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3689
          "\<forall>n. s n \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3690
          "\<forall>m n. m \<le> n --> s n \<subseteq> s m"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3691
          "\<forall>e>0. \<exists>n. \<forall>x \<in> (s n). \<forall> y\<in>(s n). dist x y < e"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3692
  shows "\<exists>a. \<Inter>(range s) = {a}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3693
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3694
  obtain a where a:"\<forall>n. a \<in> s n" using decreasing_closed_nest[of s] using assms by auto
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3695
  { fix b assume b:"b \<in> \<Inter>(range s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3696
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3697
      hence "dist a b < e" using assms(4 )using b using a by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3698
    }
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  3699
    hence "dist a b = 0" by (metis dist_eq_0_iff dist_nz less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3700
  }
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3701
  with a have "\<Inter>(range s) = {a}" unfolding image_def by auto
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  3702
  thus ?thesis ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3703
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3704
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3705
text{* Cauchy-type criteria for uniform convergence. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3706
51102
358b27c56469 generalized
immler
parents: 50998
diff changeset
  3707
lemma uniformly_convergent_eq_cauchy: fixes s::"nat \<Rightarrow> 'b \<Rightarrow> 'a::complete_space" shows
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3708
 "(\<exists>l. \<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x --> dist(s n x)(l x) < e) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3709
  (\<forall>e>0. \<exists>N. \<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x  --> dist (s m x) (s n x) < e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3710
proof(rule)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3711
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3712
  then obtain l where l:"\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l x) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3713
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3714
    then obtain N::nat where N:"\<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l x) < e / 2" using l[THEN spec[where x="e/2"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3715
    { fix n m::nat and x::"'b" assume "N \<le> m \<and> N \<le> n \<and> P x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3716
      hence "dist (s m x) (s n x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3717
        using N[THEN spec[where x=m], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3718
        using N[THEN spec[where x=n], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3719
        using dist_triangle_half_l[of "s m x" "l x" e "s n x"] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3720
    hence "\<exists>N. \<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x  --> dist (s m x) (s n x) < e"  by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3721
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3722
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3723
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3724
  hence "\<forall>x. P x \<longrightarrow> Cauchy (\<lambda>n. s n x)" unfolding cauchy_def apply auto by (erule_tac x=e in allE)auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3725
  then obtain l where l:"\<forall>x. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l x) sequentially" unfolding convergent_eq_cauchy[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3726
    using choice[of "\<lambda>x l. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l) sequentially"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3727
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3728
    then obtain N where N:"\<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x \<longrightarrow> dist (s m x) (s n x) < e/2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3729
      using `?rhs`[THEN spec[where x="e/2"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3730
    { fix x assume "P x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3731
      then obtain M where M:"\<forall>n\<ge>M. dist (s n x) (l x) < e/2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3732
        using l[THEN spec[where x=x], unfolded LIMSEQ_def] using `e>0` by(auto elim!: allE[where x="e/2"])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3733
      fix n::nat assume "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3734
      hence "dist(s n x)(l x) < e"  using `P x`and N[THEN spec[where x=n], THEN spec[where x="N+M"], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3735
        using M[THEN spec[where x="N+M"]] and dist_triangle_half_l[of "s n x" "s (N+M) x" e "l x"] by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3736
    hence "\<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist(s n x)(l x) < e" by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3737
  thus ?lhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3738
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3739
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3740
lemma uniformly_cauchy_imp_uniformly_convergent:
51102
358b27c56469 generalized
immler
parents: 50998
diff changeset
  3741
  fixes s :: "nat \<Rightarrow> 'a \<Rightarrow> 'b::complete_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3742
  assumes "\<forall>e>0.\<exists>N. \<forall>m (n::nat) x. N \<le> m \<and> N \<le> n \<and> P x --> dist(s m x)(s n x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3743
          "\<forall>x. P x --> (\<forall>e>0. \<exists>N. \<forall>n. N \<le> n --> dist(s n x)(l x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3744
  shows "\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x --> dist(s n x)(l x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3745
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3746
  obtain l' where l:"\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l' x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3747
    using assms(1) unfolding uniformly_convergent_eq_cauchy[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3748
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3749
  { fix x assume "P x"
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  3750
    hence "l x = l' x" using tendsto_unique[OF trivial_limit_sequentially, of "\<lambda>n. s n x" "l x" "l' x"]
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3751
      using l and assms(2) unfolding LIMSEQ_def by blast  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3752
  ultimately show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3753
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3754
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3755
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3756
subsection {* Continuity *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3757
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3758
text {* Define continuity over a net to take in restrictions of the set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3759
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3760
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  3761
  continuous :: "'a::t2_space filter \<Rightarrow> ('a \<Rightarrow> 'b::topological_space) \<Rightarrow> bool"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  3762
  where "continuous net f \<longleftrightarrow> (f ---> f(netlimit net)) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3763
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3764
lemma continuous_trivial_limit:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3765
 "trivial_limit net ==> continuous net f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3766
  unfolding continuous_def tendsto_def trivial_limit_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3767
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3768
lemma continuous_within: "continuous (at x within s) f \<longleftrightarrow> (f ---> f(x)) (at x within s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3769
  unfolding continuous_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3770
  unfolding tendsto_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3771
  using netlimit_within[of x s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3772
  by (cases "trivial_limit (at x within s)") (auto simp add: trivial_limit_eventually)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3773
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3774
lemma continuous_at: "continuous (at x) f \<longleftrightarrow> (f ---> f(x)) (at x)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3775
  using continuous_within [of x UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3776
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3777
lemma continuous_isCont: "isCont f x = continuous (at x) f"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3778
  unfolding isCont_def LIM_def
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3779
  unfolding continuous_at Lim_at unfolding dist_nz by auto
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3780
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3781
lemma continuous_at_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3782
  assumes "continuous (at x) f"  shows "continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3783
  using assms unfolding continuous_at continuous_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3784
  by (rule Lim_at_within)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3785
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3786
text{* Derive the epsilon-delta forms, which we often use as "definitions" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3787
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3788
lemma continuous_within_eps_delta:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3789
  "continuous (at x within s) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0. \<forall>x'\<in> s.  dist x' x < d --> dist (f x') (f x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3790
  unfolding continuous_within and Lim_within
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  3791
  apply auto unfolding dist_nz[THEN sym] apply(auto del: allE elim!:allE) apply(rule_tac x=d in exI) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3792
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3793
lemma continuous_at_eps_delta: "continuous (at x) f \<longleftrightarrow>  (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3794
                           \<forall>x'. dist x' x < d --> dist(f x')(f x) < e)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3795
  using continuous_within_eps_delta [of x UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3796
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3797
text{* Versions in terms of open balls. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3798
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3799
lemma continuous_within_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3800
 "continuous (at x within s) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3801
                            f ` (ball x d \<inter> s) \<subseteq> ball (f x) e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3802
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3803
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3804
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3805
    then obtain d where d: "d>0" "\<forall>xa\<in>s. 0 < dist xa x \<and> dist xa x < d \<longrightarrow> dist (f xa) (f x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3806
      using `?lhs`[unfolded continuous_within Lim_within] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3807
    { fix y assume "y\<in>f ` (ball x d \<inter> s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3808
      hence "y \<in> ball (f x) e" using d(2) unfolding dist_nz[THEN sym]
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  3809
        apply (auto simp add: dist_commute) apply(erule_tac x=xa in ballE) apply auto using `e>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3810
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3811
    hence "\<exists>d>0. f ` (ball x d \<inter> s) \<subseteq> ball (f x) e" using `d>0` unfolding subset_eq ball_def by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3812
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3813
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3814
  assume ?rhs thus ?lhs unfolding continuous_within Lim_within ball_def subset_eq
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3815
    apply (auto simp add: dist_commute) apply(erule_tac x=e in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3816
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3817
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3818
lemma continuous_at_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3819
  "continuous (at x) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0. f ` (ball x d) \<subseteq> ball (f x) e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3820
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3821
  assume ?lhs thus ?rhs unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3822
    apply auto apply(erule_tac x=e in allE) apply auto apply(rule_tac x=d in exI) apply auto apply(erule_tac x=xa in allE) apply (auto simp add: dist_commute dist_nz)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3823
    unfolding dist_nz[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3824
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3825
  assume ?rhs thus ?lhs unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3826
    apply auto apply(erule_tac x=e in allE) apply auto apply(rule_tac x=d in exI) apply auto apply(erule_tac x="f xa" in allE) by (auto simp add: dist_commute dist_nz)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3827
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3828
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3829
text{* Define setwise continuity in terms of limits within the set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3830
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3831
definition
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3832
  continuous_on ::
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3833
    "'a set \<Rightarrow> ('a::topological_space \<Rightarrow> 'b::topological_space) \<Rightarrow> bool"
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3834
where
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3835
  "continuous_on s f \<longleftrightarrow> (\<forall>x\<in>s. (f ---> f x) (at x within s))"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3836
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3837
lemma continuous_on_topological:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3838
  "continuous_on s f \<longleftrightarrow>
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3839
    (\<forall>x\<in>s. \<forall>B. open B \<longrightarrow> f x \<in> B \<longrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3840
      (\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)))"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3841
unfolding continuous_on_def tendsto_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3842
unfolding Limits.eventually_within eventually_at_topological
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3843
by (intro ball_cong [OF refl] all_cong imp_cong ex_cong conj_cong refl) auto
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3844
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3845
lemma continuous_on_iff:
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3846
  "continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3847
    (\<forall>x\<in>s. \<forall>e>0. \<exists>d>0. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3848
unfolding continuous_on_def Lim_within
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3849
apply (intro ball_cong [OF refl] all_cong ex_cong)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3850
apply (rename_tac y, case_tac "y = x", simp)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3851
apply (simp add: dist_nz)
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3852
done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3853
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3854
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3855
  uniformly_continuous_on ::
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3856
    "'a set \<Rightarrow> ('a::metric_space \<Rightarrow> 'b::metric_space) \<Rightarrow> bool"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3857
where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3858
  "uniformly_continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3859
    (\<forall>e>0. \<exists>d>0. \<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e)"
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  3860
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3861
text{* Some simple consequential lemmas. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3862
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3863
lemma uniformly_continuous_imp_continuous:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3864
 " uniformly_continuous_on s f ==> continuous_on s f"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3865
  unfolding uniformly_continuous_on_def continuous_on_iff by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3866
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3867
lemma continuous_at_imp_continuous_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3868
 "continuous (at x) f ==> continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3869
  unfolding continuous_within continuous_at using Lim_at_within by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3870
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3871
lemma Lim_trivial_limit: "trivial_limit net \<Longrightarrow> (f ---> l) net"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3872
unfolding tendsto_def by (simp add: trivial_limit_eq)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3873
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3874
lemma continuous_at_imp_continuous_on:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3875
  assumes "\<forall>x\<in>s. continuous (at x) f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3876
  shows "continuous_on s f"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3877
unfolding continuous_on_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3878
proof
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3879
  fix x assume "x \<in> s"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3880
  with assms have *: "(f ---> f (netlimit (at x))) (at x)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3881
    unfolding continuous_def by simp
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3882
  have "(f ---> f x) (at x)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3883
  proof (cases "trivial_limit (at x)")
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3884
    case True thus ?thesis
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3885
      by (rule Lim_trivial_limit)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3886
  next
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3887
    case False
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3888
    hence 1: "netlimit (at x) = x"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3889
      using netlimit_within [of x UNIV] by simp
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3890
    with * show ?thesis by simp
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3891
  qed
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3892
  thus "(f ---> f x) (at x within s)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3893
    by (rule Lim_at_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3894
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3895
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3896
lemma continuous_on_eq_continuous_within:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3897
  "continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. continuous (at x within s) f)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3898
unfolding continuous_on_def continuous_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3899
apply (rule ball_cong [OF refl])
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3900
apply (case_tac "trivial_limit (at x within s)")
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3901
apply (simp add: Lim_trivial_limit)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3902
apply (simp add: netlimit_within)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3903
done
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3904
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3905
lemmas continuous_on = continuous_on_def -- "legacy theorem name"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3906
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3907
lemma continuous_on_eq_continuous_at:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3908
  shows "open s ==> (continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. continuous (at x) f))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3909
  by (auto simp add: continuous_on continuous_at Lim_within_open)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3910
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3911
lemma continuous_within_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3912
 "continuous (at x within s) f \<Longrightarrow> t \<subseteq> s
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3913
             ==> continuous (at x within t) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3914
  unfolding continuous_within by(metis Lim_within_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3915
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3916
lemma continuous_on_subset:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3917
  shows "continuous_on s f \<Longrightarrow> t \<subseteq> s ==> continuous_on t f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3918
  unfolding continuous_on by (metis subset_eq Lim_within_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3919
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3920
lemma continuous_on_interior:
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3921
  shows "continuous_on s f \<Longrightarrow> x \<in> interior s \<Longrightarrow> continuous (at x) f"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3922
  by (erule interiorE, drule (1) continuous_on_subset,
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3923
    simp add: continuous_on_eq_continuous_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3924
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3925
lemma continuous_on_eq:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3926
  "(\<forall>x \<in> s. f x = g x) \<Longrightarrow> continuous_on s f \<Longrightarrow> continuous_on s g"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3927
  unfolding continuous_on_def tendsto_def Limits.eventually_within
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3928
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3929
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3930
text {* Characterization of various kinds of continuity in terms of sequences. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3931
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3932
lemma continuous_within_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3933
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3934
  shows "continuous (at a within s) f \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3935
                (\<forall>x. (\<forall>n::nat. x n \<in> s) \<and> (x ---> a) sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3936
                     --> ((f o x) ---> f a) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3937
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3938
  assume ?lhs
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3939
  { fix x::"nat \<Rightarrow> 'a" assume x:"\<forall>n. x n \<in> s" "\<forall>e>0. eventually (\<lambda>n. dist (x n) a < e) sequentially"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3940
    fix T::"'b set" assume "open T" and "f a \<in> T"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3941
    with `?lhs` obtain d where "d>0" and d:"\<forall>x\<in>s. 0 < dist x a \<and> dist x a < d \<longrightarrow> f x \<in> T"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3942
      unfolding continuous_within tendsto_def eventually_within by auto
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3943
    have "eventually (\<lambda>n. dist (x n) a < d) sequentially"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3944
      using x(2) `d>0` by simp
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3945
    hence "eventually (\<lambda>n. (f \<circ> x) n \<in> T) sequentially"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 45776
diff changeset
  3946
    proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 45776
diff changeset
  3947
      case (elim n) thus ?case
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3948
        using d x(1) `f a \<in> T` unfolding dist_nz[THEN sym] by auto
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3949
    qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3950
  }
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3951
  thus ?rhs unfolding tendsto_iff unfolding tendsto_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3952
next
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3953
  assume ?rhs thus ?lhs
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3954
    unfolding continuous_within tendsto_def [where l="f a"]
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3955
    by (simp add: sequentially_imp_eventually_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3956
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3957
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3958
lemma continuous_at_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3959
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3960
  shows "continuous (at a) f \<longleftrightarrow> (\<forall>x. (x ---> a) sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3961
                  --> ((f o x) ---> f a) sequentially)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3962
  using continuous_within_sequentially[of a UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3963
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3964
lemma continuous_on_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3965
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3966
  shows "continuous_on s f \<longleftrightarrow>
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3967
    (\<forall>x. \<forall>a \<in> s. (\<forall>n. x(n) \<in> s) \<and> (x ---> a) sequentially
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3968
                    --> ((f o x) ---> f(a)) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3969
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3970
  assume ?rhs thus ?lhs using continuous_within_sequentially[of _ s f] unfolding continuous_on_eq_continuous_within by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3971
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3972
  assume ?lhs thus ?rhs unfolding continuous_on_eq_continuous_within using continuous_within_sequentially[of _ s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3973
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3974
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3975
lemma uniformly_continuous_on_sequentially:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3976
  "uniformly_continuous_on s f \<longleftrightarrow> (\<forall>x y. (\<forall>n. x n \<in> s) \<and> (\<forall>n. y n \<in> s) \<and>
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3977
                    ((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3978
                    \<longrightarrow> ((\<lambda>n. dist (f(x n)) (f(y n))) ---> 0) sequentially)" (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3979
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3980
  assume ?lhs
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3981
  { fix x y assume x:"\<forall>n. x n \<in> s" and y:"\<forall>n. y n \<in> s" and xy:"((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3982
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3983
      then obtain d where "d>0" and d:"\<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3984
        using `?lhs`[unfolded uniformly_continuous_on_def, THEN spec[where x=e]] by auto
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3985
      obtain N where N:"\<forall>n\<ge>N. dist (x n) (y n) < d" using xy[unfolded LIMSEQ_def dist_norm] and `d>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3986
      { fix n assume "n\<ge>N"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3987
        hence "dist (f (x n)) (f (y n)) < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3988
          using N[THEN spec[where x=n]] using d[THEN bspec[where x="x n"], THEN bspec[where x="y n"]] using x and y
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3989
          unfolding dist_commute by simp  }
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3990
      hence "\<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e"  by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3991
    hence "((\<lambda>n. dist (f(x n)) (f(y n))) ---> 0) sequentially" unfolding LIMSEQ_def and dist_real_def by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3992
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3993
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3994
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3995
  { assume "\<not> ?lhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3996
    then obtain e where "e>0" "\<forall>d>0. \<exists>x\<in>s. \<exists>x'\<in>s. dist x' x < d \<and> \<not> dist (f x') (f x) < e" unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3997
    then obtain fa where fa:"\<forall>x.  0 < x \<longrightarrow> fst (fa x) \<in> s \<and> snd (fa x) \<in> s \<and> dist (fst (fa x)) (snd (fa x)) < x \<and> \<not> dist (f (fst (fa x))) (f (snd (fa x))) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3998
      using choice[of "\<lambda>d x. d>0 \<longrightarrow> fst x \<in> s \<and> snd x \<in> s \<and> dist (snd x) (fst x) < d \<and> \<not> dist (f (snd x)) (f (fst x)) < e"] unfolding Bex_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3999
      by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4000
    def x \<equiv> "\<lambda>n::nat. fst (fa (inverse (real n + 1)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4001
    def y \<equiv> "\<lambda>n::nat. snd (fa (inverse (real n + 1)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4002
    have xyn:"\<forall>n. x n \<in> s \<and> y n \<in> s" and xy0:"\<forall>n. dist (x n) (y n) < inverse (real n + 1)" and fxy:"\<forall>n. \<not> dist (f (x n)) (f (y n)) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4003
      unfolding x_def and y_def using fa by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4004
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4005
      then obtain N::nat where "N \<noteq> 0" and N:"0 < inverse (real N) \<and> inverse (real N) < e" unfolding real_arch_inv[of e]   by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4006
      { fix n::nat assume "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4007
        hence "inverse (real n + 1) < inverse (real N)" using real_of_nat_ge_zero and `N\<noteq>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4008
        also have "\<dots> < e" using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4009
        finally have "inverse (real n + 1) < e" by auto
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4010
        hence "dist (x n) (y n) < e" using xy0[THEN spec[where x=n]] by auto  }
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4011
      hence "\<exists>N. \<forall>n\<ge>N. dist (x n) (y n) < e" by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  4012
    hence "\<forall>e>0. \<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e" using `?rhs`[THEN spec[where x=x], THEN spec[where x=y]] and xyn unfolding LIMSEQ_def dist_real_def by auto
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4013
    hence False using fxy and `e>0` by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4014
  thus ?lhs unfolding uniformly_continuous_on_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4015
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4016
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4017
text{* The usual transformation theorems. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4018
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4019
lemma continuous_transform_within:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4020
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4021
  assumes "0 < d" "x \<in> s" "\<forall>x' \<in> s. dist x' x < d --> f x' = g x'"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4022
          "continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4023
  shows "continuous (at x within s) g"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4024
unfolding continuous_within
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4025
proof (rule Lim_transform_within)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4026
  show "0 < d" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4027
  show "\<forall>x'\<in>s. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4028
    using assms(3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4029
  have "f x = g x"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4030
    using assms(1,2,3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4031
  thus "(f ---> g x) (at x within s)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4032
    using assms(4) unfolding continuous_within by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4033
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4034
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4035
lemma continuous_transform_at:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4036
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4037
  assumes "0 < d" "\<forall>x'. dist x' x < d --> f x' = g x'"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4038
          "continuous (at x) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4039
  shows "continuous (at x) g"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4040
  using continuous_transform_within [of d x UNIV f g] assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4041
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4042
subsubsection {* Structural rules for pointwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4043
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4044
lemma continuous_within_id: "continuous (at a within s) (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4045
  unfolding continuous_within by (rule tendsto_ident_at_within)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4046
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4047
lemma continuous_at_id: "continuous (at a) (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4048
  unfolding continuous_at by (rule tendsto_ident_at)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4049
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4050
lemma continuous_const: "continuous F (\<lambda>x. c)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4051
  unfolding continuous_def by (rule tendsto_const)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4052
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4053
lemma continuous_dist:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4054
  assumes "continuous F f" and "continuous F g"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4055
  shows "continuous F (\<lambda>x. dist (f x) (g x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4056
  using assms unfolding continuous_def by (rule tendsto_dist)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4057
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4058
lemma continuous_infdist:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4059
  assumes "continuous F f"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4060
  shows "continuous F (\<lambda>x. infdist (f x) A)"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4061
  using assms unfolding continuous_def by (rule tendsto_infdist)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4062
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4063
lemma continuous_norm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4064
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. norm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4065
  unfolding continuous_def by (rule tendsto_norm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4066
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4067
lemma continuous_infnorm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4068
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. infnorm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4069
  unfolding continuous_def by (rule tendsto_infnorm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4070
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4071
lemma continuous_add:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4072
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4073
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x + g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4074
  unfolding continuous_def by (rule tendsto_add)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4075
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4076
lemma continuous_minus:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4077
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4078
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. - f x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4079
  unfolding continuous_def by (rule tendsto_minus)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4080
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4081
lemma continuous_diff:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4082
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4083
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x - g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4084
  unfolding continuous_def by (rule tendsto_diff)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4085
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4086
lemma continuous_scaleR:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4087
  fixes g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4088
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x *\<^sub>R g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4089
  unfolding continuous_def by (rule tendsto_scaleR)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4090
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4091
lemma continuous_mult:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4092
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4093
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x * g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4094
  unfolding continuous_def by (rule tendsto_mult)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4095
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4096
lemma continuous_inner:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4097
  assumes "continuous F f" and "continuous F g"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4098
  shows "continuous F (\<lambda>x. inner (f x) (g x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4099
  using assms unfolding continuous_def by (rule tendsto_inner)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4100
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4101
lemma continuous_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4102
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4103
  assumes "continuous F f" and "f (netlimit F) \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4104
  shows "continuous F (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4105
  using assms unfolding continuous_def by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4106
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4107
lemma continuous_at_within_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4108
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4109
  assumes "continuous (at a within s) f" and "f a \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4110
  shows "continuous (at a within s) (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4111
  using assms unfolding continuous_within by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4112
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4113
lemma continuous_at_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4114
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4115
  assumes "continuous (at a) f" and "f a \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4116
  shows "continuous (at a) (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4117
  using assms unfolding continuous_at by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4118
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4119
lemmas continuous_intros = continuous_at_id continuous_within_id
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4120
  continuous_const continuous_dist continuous_norm continuous_infnorm
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  4121
  continuous_add continuous_minus continuous_diff continuous_scaleR continuous_mult
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  4122
  continuous_inner continuous_at_inverse continuous_at_within_inverse
34964
4e8be3c04d37 Replaced vec1 and dest_vec1 by abbreviation.
hoelzl
parents: 34291
diff changeset
  4123
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4124
subsubsection {* Structural rules for setwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4125
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4126
lemma continuous_on_id: "continuous_on s (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4127
  unfolding continuous_on_def by (fast intro: tendsto_ident_at_within)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4128
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4129
lemma continuous_on_const: "continuous_on s (\<lambda>x. c)"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  4130
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4131
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4132
lemma continuous_on_norm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4133
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. norm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4134
  unfolding continuous_on_def by (fast intro: tendsto_norm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4135
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4136
lemma continuous_on_infnorm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4137
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. infnorm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4138
  unfolding continuous_on by (fast intro: tendsto_infnorm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4139
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4140
lemma continuous_on_minus:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4141
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4142
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. - f x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4143
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4144
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4145
lemma continuous_on_add:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4146
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4147
  shows "continuous_on s f \<Longrightarrow> continuous_on s g
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4148
           \<Longrightarrow> continuous_on s (\<lambda>x. f x + g x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4149
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4150
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4151
lemma continuous_on_diff:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4152
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4153
  shows "continuous_on s f \<Longrightarrow> continuous_on s g
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4154
           \<Longrightarrow> continuous_on s (\<lambda>x. f x - g x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4155
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4156
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4157
lemma (in bounded_linear) continuous_on:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4158
  "continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f (g x))"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4159
  unfolding continuous_on_def by (fast intro: tendsto)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4160
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4161
lemma (in bounded_bilinear) continuous_on:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4162
  "\<lbrakk>continuous_on s f; continuous_on s g\<rbrakk> \<Longrightarrow> continuous_on s (\<lambda>x. f x ** g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4163
  unfolding continuous_on_def by (fast intro: tendsto)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4164
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4165
lemma continuous_on_scaleR:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4166
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4167
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4168
  shows "continuous_on s (\<lambda>x. f x *\<^sub>R g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4169
  using bounded_bilinear_scaleR assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4170
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4171
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4172
lemma continuous_on_mult:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4173
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_normed_algebra"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4174
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4175
  shows "continuous_on s (\<lambda>x. f x * g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4176
  using bounded_bilinear_mult assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4177
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4178
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4179
lemma continuous_on_inner:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4180
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_inner"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4181
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4182
  shows "continuous_on s (\<lambda>x. inner (f x) (g x))"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4183
  using bounded_bilinear_inner assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4184
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4185
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4186
lemma continuous_on_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4187
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4188
  assumes "continuous_on s f" and "\<forall>x\<in>s. f x \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4189
  shows "continuous_on s (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4190
  using assms unfolding continuous_on by (fast intro: tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4191
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4192
subsubsection {* Structural rules for uniform continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4193
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4194
lemma uniformly_continuous_on_id:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4195
  shows "uniformly_continuous_on s (\<lambda>x. x)"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4196
  unfolding uniformly_continuous_on_def by auto
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4197
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4198
lemma uniformly_continuous_on_const:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4199
  shows "uniformly_continuous_on s (\<lambda>x. c)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4200
  unfolding uniformly_continuous_on_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4201
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4202
lemma uniformly_continuous_on_dist:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4203
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::metric_space"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4204
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4205
  assumes "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4206
  shows "uniformly_continuous_on s (\<lambda>x. dist (f x) (g x))"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4207
proof -
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4208
  { fix a b c d :: 'b have "\<bar>dist a b - dist c d\<bar> \<le> dist a c + dist b d"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4209
      using dist_triangle2 [of a b c] dist_triangle2 [of b c d]
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4210
      using dist_triangle3 [of c d a] dist_triangle [of a d b]
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4211
      by arith
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4212
  } note le = this
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4213
  { fix x y
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4214
    assume f: "(\<lambda>n. dist (f (x n)) (f (y n))) ----> 0"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4215
    assume g: "(\<lambda>n. dist (g (x n)) (g (y n))) ----> 0"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4216
    have "(\<lambda>n. \<bar>dist (f (x n)) (g (x n)) - dist (f (y n)) (g (y n))\<bar>) ----> 0"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4217
      by (rule Lim_transform_bound [OF _ tendsto_add_zero [OF f g]],
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4218
        simp add: le)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4219
  }
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4220
  thus ?thesis using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4221
    unfolding dist_real_def by simp
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4222
qed
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4223
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4224
lemma uniformly_continuous_on_norm:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4225
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4226
  shows "uniformly_continuous_on s (\<lambda>x. norm (f x))"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4227
  unfolding norm_conv_dist using assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4228
  by (intro uniformly_continuous_on_dist uniformly_continuous_on_const)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4229
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4230
lemma (in bounded_linear) uniformly_continuous_on:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4231
  assumes "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4232
  shows "uniformly_continuous_on s (\<lambda>x. f (g x))"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4233
  using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4234
  unfolding dist_norm tendsto_norm_zero_iff diff[symmetric]
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4235
  by (auto intro: tendsto_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4236
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4237
lemma uniformly_continuous_on_cmul:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4238
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4239
  assumes "uniformly_continuous_on s f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4240
  shows "uniformly_continuous_on s (\<lambda>x. c *\<^sub>R f(x))"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4241
  using bounded_linear_scaleR_right assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4242
  by (rule bounded_linear.uniformly_continuous_on)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4243
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4244
lemma dist_minus:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4245
  fixes x y :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4246
  shows "dist (- x) (- y) = dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4247
  unfolding dist_norm minus_diff_minus norm_minus_cancel ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4248
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4249
lemma uniformly_continuous_on_minus:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4250
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4251
  shows "uniformly_continuous_on s f \<Longrightarrow> uniformly_continuous_on s (\<lambda>x. - f x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4252
  unfolding uniformly_continuous_on_def dist_minus .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4253
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4254
lemma uniformly_continuous_on_add:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4255
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4256
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4257
  assumes "uniformly_continuous_on s g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4258
  shows "uniformly_continuous_on s (\<lambda>x. f x + g x)"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4259
  using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4260
  unfolding dist_norm tendsto_norm_zero_iff add_diff_add
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4261
  by (auto intro: tendsto_add_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4262
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4263
lemma uniformly_continuous_on_diff:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4264
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4265
  assumes "uniformly_continuous_on s f" and "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4266
  shows "uniformly_continuous_on s (\<lambda>x. f x - g x)"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4267
  unfolding ab_diff_minus using assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4268
  by (intro uniformly_continuous_on_add uniformly_continuous_on_minus)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4269
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4270
text{* Continuity of all kinds is preserved under composition. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4271
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4272
lemma continuous_within_topological:
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4273
  "continuous (at x within s) f \<longleftrightarrow>
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4274
    (\<forall>B. open B \<longrightarrow> f x \<in> B \<longrightarrow>
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4275
      (\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)))"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4276
unfolding continuous_within
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4277
unfolding tendsto_def Limits.eventually_within eventually_at_topological
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4278
by (intro ball_cong [OF refl] all_cong imp_cong ex_cong conj_cong refl) auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4279
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4280
lemma continuous_within_compose:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4281
  assumes "continuous (at x within s) f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4282
  assumes "continuous (at (f x) within f ` s) g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4283
  shows "continuous (at x within s) (g o f)"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4284
using assms unfolding continuous_within_topological by simp metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4285
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4286
lemma continuous_at_compose:
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4287
  assumes "continuous (at x) f" and "continuous (at (f x)) g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4288
  shows "continuous (at x) (g o f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4289
proof-
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4290
  have "continuous (at (f x) within range f) g" using assms(2)
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4291
    using continuous_within_subset[of "f x" UNIV g "range f"] by simp
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4292
  thus ?thesis using assms(1)
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4293
    using continuous_within_compose[of x UNIV f g] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4294
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4295
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4296
lemma continuous_on_compose:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4297
  "continuous_on s f \<Longrightarrow> continuous_on (f ` s) g \<Longrightarrow> continuous_on s (g o f)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4298
  unfolding continuous_on_topological by simp metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4299
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4300
lemma uniformly_continuous_on_compose:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4301
  assumes "uniformly_continuous_on s f"  "uniformly_continuous_on (f ` s) g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4302
  shows "uniformly_continuous_on s (g o f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4303
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4304
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4305
    then obtain d where "d>0" and d:"\<forall>x\<in>f ` s. \<forall>x'\<in>f ` s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e" using assms(2) unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4306
    obtain d' where "d'>0" "\<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d' \<longrightarrow> dist (f x') (f x) < d" using `d>0` using assms(1) unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4307
    hence "\<exists>d>0. \<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist ((g \<circ> f) x') ((g \<circ> f) x) < e" using `d>0` using d by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4308
  thus ?thesis using assms unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4309
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4310
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4311
lemmas continuous_on_intros = continuous_on_id continuous_on_const
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4312
  continuous_on_compose continuous_on_norm continuous_on_infnorm
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4313
  continuous_on_add continuous_on_minus continuous_on_diff
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4314
  continuous_on_scaleR continuous_on_mult continuous_on_inverse
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  4315
  continuous_on_inner
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4316
  uniformly_continuous_on_id uniformly_continuous_on_const
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4317
  uniformly_continuous_on_dist uniformly_continuous_on_norm
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4318
  uniformly_continuous_on_compose uniformly_continuous_on_add
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4319
  uniformly_continuous_on_minus uniformly_continuous_on_diff
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4320
  uniformly_continuous_on_cmul
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4321
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4322
text{* Continuity in terms of open preimages. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4323
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4324
lemma continuous_at_open:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4325
  shows "continuous (at x) f \<longleftrightarrow> (\<forall>t. open t \<and> f x \<in> t --> (\<exists>s. open s \<and> x \<in> s \<and> (\<forall>x' \<in> s. (f x') \<in> t)))"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4326
unfolding continuous_within_topological [of x UNIV f, unfolded within_UNIV]
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4327
unfolding imp_conjL by (intro all_cong imp_cong ex_cong conj_cong refl) auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4328
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4329
lemma continuous_on_open:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4330
  shows "continuous_on s f \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4331
        (\<forall>t. openin (subtopology euclidean (f ` s)) t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4332
            --> openin (subtopology euclidean s) {x \<in> s. f x \<in> t})" (is "?lhs = ?rhs")
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4333
proof (safe)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4334
  fix t :: "'b set"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4335
  assume 1: "continuous_on s f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4336
  assume 2: "openin (subtopology euclidean (f ` s)) t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4337
  from 2 obtain B where B: "open B" and t: "t = f ` s \<inter> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4338
    unfolding openin_open by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4339
  def U == "\<Union>{A. open A \<and> (\<forall>x\<in>s. x \<in> A \<longrightarrow> f x \<in> B)}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4340
  have "open U" unfolding U_def by (simp add: open_Union)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4341
  moreover have "\<forall>x\<in>s. x \<in> U \<longleftrightarrow> f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4342
  proof (intro ballI iffI)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4343
    fix x assume "x \<in> s" and "x \<in> U" thus "f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4344
      unfolding U_def t by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4345
  next
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4346
    fix x assume "x \<in> s" and "f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4347
    hence "x \<in> s" and "f x \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4348
      unfolding t by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4349
    with 1 B obtain A where "open A" "x \<in> A" "\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4350
      unfolding t continuous_on_topological by metis
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4351
    then show "x \<in> U"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4352
      unfolding U_def by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4353
  qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4354
  ultimately have "open U \<and> {x \<in> s. f x \<in> t} = s \<inter> U" by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4355
  then show "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4356
    unfolding openin_open by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4357
next
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4358
  assume "?rhs" show "continuous_on s f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4359
  unfolding continuous_on_topological
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4360
  proof (clarify)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4361
    fix x and B assume "x \<in> s" and "open B" and "f x \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4362
    have "openin (subtopology euclidean (f ` s)) (f ` s \<inter> B)"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4363
      unfolding openin_open using `open B` by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4364
    then have "openin (subtopology euclidean s) {x \<in> s. f x \<in> f ` s \<inter> B}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4365
      using `?rhs` by fast
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4366
    then show "\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4367
      unfolding openin_open using `x \<in> s` and `f x \<in> B` by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4368
  qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4369
qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4370
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4371
text {* Similarly in terms of closed sets. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4372
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4373
lemma continuous_on_closed:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4374
  shows "continuous_on s f \<longleftrightarrow>  (\<forall>t. closedin (subtopology euclidean (f ` s)) t  --> closedin (subtopology euclidean s) {x \<in> s. f x \<in> t})" (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4375
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4376
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4377
  { fix t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4378
    have *:"s - {x \<in> s. f x \<in> f ` s - t} = {x \<in> s. f x \<in> t}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4379
    have **:"f ` s - (f ` s - (f ` s - t)) = f ` s - t" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4380
    assume as:"closedin (subtopology euclidean (f ` s)) t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4381
    hence "closedin (subtopology euclidean (f ` s)) (f ` s - (f ` s - t))" unfolding closedin_def topspace_euclidean_subtopology unfolding ** by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4382
    hence "closedin (subtopology euclidean s) {x \<in> s. f x \<in> t}" using `?lhs`[unfolded continuous_on_open, THEN spec[where x="(f ` s) - t"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4383
      unfolding openin_closedin_eq topspace_euclidean_subtopology unfolding * by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4384
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4385
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4386
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4387
  { fix t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4388
    have *:"s - {x \<in> s. f x \<in> f ` s - t} = {x \<in> s. f x \<in> t}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4389
    assume as:"openin (subtopology euclidean (f ` s)) t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4390
    hence "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}" using `?rhs`[THEN spec[where x="(f ` s) - t"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4391
      unfolding openin_closedin_eq topspace_euclidean_subtopology *[THEN sym] closedin_subtopology by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4392
  thus ?lhs unfolding continuous_on_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4393
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4394
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4395
text {* Half-global and completely global cases. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4396
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4397
lemma continuous_open_in_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4398
  assumes "continuous_on s f"  "open t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4399
  shows "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4400
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4401
  have *:"\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4402
  have "openin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4403
    using openin_open_Int[of t "f ` s", OF assms(2)] unfolding openin_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4404
  thus ?thesis using assms(1)[unfolded continuous_on_open, THEN spec[where x="t \<inter> f ` s"]] using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4405
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4406
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4407
lemma continuous_closed_in_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4408
  assumes "continuous_on s f"  "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4409
  shows "closedin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4410
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4411
  have *:"\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4412
  have "closedin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4413
    using closedin_closed_Int[of t "f ` s", OF assms(2)] unfolding Int_commute by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4414
  thus ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4415
    using assms(1)[unfolded continuous_on_closed, THEN spec[where x="t \<inter> f ` s"]] using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4416
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4417
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4418
lemma continuous_open_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4419
  assumes "continuous_on s f" "open s" "open t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4420
  shows "open {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4421
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4422
  obtain T where T: "open T" "{x \<in> s. f x \<in> t} = s \<inter> T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4423
    using continuous_open_in_preimage[OF assms(1,3)] unfolding openin_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4424
  thus ?thesis using open_Int[of s T, OF assms(2)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4425
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4426
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4427
lemma continuous_closed_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4428
  assumes "continuous_on s f" "closed s" "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4429
  shows "closed {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4430
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4431
  obtain T where T: "closed T" "{x \<in> s. f x \<in> t} = s \<inter> T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4432
    using continuous_closed_in_preimage[OF assms(1,3)] unfolding closedin_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4433
  thus ?thesis using closed_Int[of s T, OF assms(2)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4434
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4435
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4436
lemma continuous_open_preimage_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4437
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open {x. f x \<in> s}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4438
  using continuous_open_preimage[of UNIV f s] open_UNIV continuous_at_imp_continuous_on by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4439
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4440
lemma continuous_closed_preimage_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4441
  shows "(\<forall>x. continuous (at x) f) \<Longrightarrow> closed s ==> closed {x. f x \<in> s}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4442
  using continuous_closed_preimage[of UNIV f s] closed_UNIV continuous_at_imp_continuous_on by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4443
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4444
lemma continuous_open_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4445
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open (f -` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4446
  unfolding vimage_def by (rule continuous_open_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4447
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4448
lemma continuous_closed_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4449
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> closed s \<Longrightarrow> closed (f -` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4450
  unfolding vimage_def by (rule continuous_closed_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4451
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4452
lemma interior_image_subset:
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  4453
  assumes "\<forall>x. continuous (at x) f" "inj f"
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  4454
  shows "interior (f ` s) \<subseteq> f ` (interior s)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4455
proof
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4456
  fix x assume "x \<in> interior (f ` s)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4457
  then obtain T where as: "open T" "x \<in> T" "T \<subseteq> f ` s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4458
  hence "x \<in> f ` s" by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4459
  then obtain y where y: "y \<in> s" "x = f y" by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4460
  have "open (vimage f T)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4461
    using assms(1) `open T` by (rule continuous_open_vimage)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4462
  moreover have "y \<in> vimage f T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4463
    using `x = f y` `x \<in> T` by simp
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4464
  moreover have "vimage f T \<subseteq> s"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4465
    using `T \<subseteq> image f s` `inj f` unfolding inj_on_def subset_eq by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4466
  ultimately have "y \<in> interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4467
  with `x = f y` show "x \<in> f ` interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4468
qed
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  4469
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4470
text {* Equality of continuous functions on closure and related results. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4471
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4472
lemma continuous_closed_in_preimage_constant:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4473
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4474
  shows "continuous_on s f ==> closedin (subtopology euclidean s) {x \<in> s. f x = a}"
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4475
  using continuous_closed_in_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4476
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4477
lemma continuous_closed_preimage_constant:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4478
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4479
  shows "continuous_on s f \<Longrightarrow> closed s ==> closed {x \<in> s. f x = a}"
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4480
  using continuous_closed_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4481
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4482
lemma continuous_constant_on_closure:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4483
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4484
  assumes "continuous_on (closure s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4485
          "\<forall>x \<in> s. f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4486
  shows "\<forall>x \<in> (closure s). f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4487
    using continuous_closed_preimage_constant[of "closure s" f a]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4488
    assms closure_minimal[of s "{x \<in> closure s. f x = a}"] closure_subset unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4489
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4490
lemma image_closure_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4491
  assumes "continuous_on (closure s) f"  "closed t"  "(f ` s) \<subseteq> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4492
  shows "f ` (closure s) \<subseteq> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4493
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4494
  have "s \<subseteq> {x \<in> closure s. f x \<in> t}" using assms(3) closure_subset by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4495
  moreover have "closed {x \<in> closure s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4496
    using continuous_closed_preimage[OF assms(1)] and assms(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4497
  ultimately have "closure s = {x \<in> closure s . f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4498
    using closure_minimal[of s "{x \<in> closure s. f x \<in> t}"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4499
  thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4500
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4501
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4502
lemma continuous_on_closure_norm_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4503
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4504
  assumes "continuous_on (closure s) f"  "\<forall>y \<in> s. norm(f y) \<le> b"  "x \<in> (closure s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4505
  shows "norm(f x) \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4506
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4507
  have *:"f ` s \<subseteq> cball 0 b" using assms(2)[unfolded mem_cball_0[THEN sym]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4508
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4509
    using image_closure_subset[OF assms(1) closed_cball[of 0 b] *] assms(3)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4510
    unfolding subset_eq apply(erule_tac x="f x" in ballE) by (auto simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4511
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4512
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4513
text {* Making a continuous function avoid some value in a neighbourhood. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4514
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4515
lemma continuous_within_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4516
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4517
  assumes "continuous (at x within s) f" and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4518
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e --> f y \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4519
proof-
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4520
  obtain U where "open U" and "f x \<in> U" and "a \<notin> U"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4521
    using t1_space [OF `f x \<noteq> a`] by fast
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4522
  have "(f ---> f x) (at x within s)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4523
    using assms(1) by (simp add: continuous_within)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4524
  hence "eventually (\<lambda>y. f y \<in> U) (at x within s)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4525
    using `open U` and `f x \<in> U`
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4526
    unfolding tendsto_def by fast
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4527
  hence "eventually (\<lambda>y. f y \<noteq> a) (at x within s)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4528
    using `a \<notin> U` by (fast elim: eventually_mono [rotated])
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4529
  thus ?thesis
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4530
    unfolding Limits.eventually_within Limits.eventually_at
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4531
    by (rule ex_forward, cut_tac `f x \<noteq> a`, auto simp: dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4532
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4533
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4534
lemma continuous_at_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4535
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4536
  assumes "continuous (at x) f" and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4537
  shows "\<exists>e>0. \<forall>y. dist x y < e \<longrightarrow> f y \<noteq> a"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4538
  using assms continuous_within_avoid[of x UNIV f a] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4539
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4540
lemma continuous_on_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4541
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4542
  assumes "continuous_on s f"  "x \<in> s"  "f x \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4543
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e \<longrightarrow> f y \<noteq> a"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4544
using assms(1)[unfolded continuous_on_eq_continuous_within, THEN bspec[where x=x], OF assms(2)]  continuous_within_avoid[of x s f a]  assms(3) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4545
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4546
lemma continuous_on_open_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4547
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4548
  assumes "continuous_on s f"  "open s"  "x \<in> s"  "f x \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4549
  shows "\<exists>e>0. \<forall>y. dist x y < e \<longrightarrow> f y \<noteq> a"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4550
using assms(1)[unfolded continuous_on_eq_continuous_at[OF assms(2)], THEN bspec[where x=x], OF assms(3)]  continuous_at_avoid[of x f a]  assms(4) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4551
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4552
text {* Proving a function is constant by proving open-ness of level set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4553
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4554
lemma continuous_levelset_open_in_cases:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4555
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4556
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4557
        openin (subtopology euclidean s) {x \<in> s. f x = a}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4558
        ==> (\<forall>x \<in> s. f x \<noteq> a) \<or> (\<forall>x \<in> s. f x = a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4559
unfolding connected_clopen using continuous_closed_in_preimage_constant by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4560
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4561
lemma continuous_levelset_open_in:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4562
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4563
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4564
        openin (subtopology euclidean s) {x \<in> s. f x = a} \<Longrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4565
        (\<exists>x \<in> s. f x = a)  ==> (\<forall>x \<in> s. f x = a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4566
using continuous_levelset_open_in_cases[of s f ]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4567
by meson
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4568
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4569
lemma continuous_levelset_open:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4570
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4571
  assumes "connected s"  "continuous_on s f"  "open {x \<in> s. f x = a}"  "\<exists>x \<in> s.  f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4572
  shows "\<forall>x \<in> s. f x = a"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4573
using continuous_levelset_open_in[OF assms(1,2), of a, unfolded openin_open] using assms (3,4) by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4574
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4575
text {* Some arithmetical combinations (more to prove). *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4576
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4577
lemma open_scaling[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4578
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4579
  assumes "c \<noteq> 0"  "open s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4580
  shows "open((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4581
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4582
  { fix x assume "x \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4583
    then obtain e where "e>0" and e:"\<forall>x'. dist x' x < e \<longrightarrow> x' \<in> s" using assms(2)[unfolded open_dist, THEN bspec[where x=x]] by auto
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  4584
    have "e * abs c > 0" using assms(1)[unfolded zero_less_abs_iff[THEN sym]] using mult_pos_pos[OF `e>0`] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4585
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4586
    { fix y assume "dist y (c *\<^sub>R x) < e * \<bar>c\<bar>"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4587
      hence "norm ((1 / c) *\<^sub>R y - x) < e" unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4588
        using norm_scaleR[of c "(1 / c) *\<^sub>R y - x", unfolded scaleR_right_diff_distrib, unfolded scaleR_scaleR] assms(1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4589
          assms(1)[unfolded zero_less_abs_iff[THEN sym]] by (simp del:zero_less_abs_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4590
      hence "y \<in> op *\<^sub>R c ` s" using rev_image_eqI[of "(1 / c) *\<^sub>R y" s y "op *\<^sub>R c"]  e[THEN spec[where x="(1 / c) *\<^sub>R y"]]  assms(1) unfolding dist_norm scaleR_scaleR by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4591
    ultimately have "\<exists>e>0. \<forall>x'. dist x' (c *\<^sub>R x) < e \<longrightarrow> x' \<in> op *\<^sub>R c ` s" apply(rule_tac x="e * abs c" in exI) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4592
  thus ?thesis unfolding open_dist by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4593
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4594
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4595
lemma minus_image_eq_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4596
  fixes A :: "'a::ab_group_add set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4597
  shows "(\<lambda>x. - x) ` A = (\<lambda>x. - x) -` A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4598
  by (auto intro!: image_eqI [where f="\<lambda>x. - x"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4599
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4600
lemma open_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4601
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4602
  shows "open s ==> open ((\<lambda> x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4603
  unfolding scaleR_minus1_left [symmetric]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4604
  by (rule open_scaling, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4605
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4606
lemma open_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4607
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4608
  assumes "open s"  shows "open((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4609
proof-
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4610
  { fix x have "continuous (at x) (\<lambda>x. x - a)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4611
      by (intro continuous_diff continuous_at_id continuous_const) }
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4612
  moreover have "{x. x - a \<in> s} = op + a ` s" by force
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4613
  ultimately show ?thesis using continuous_open_preimage_univ[of "\<lambda>x. x - a" s] using assms by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4614
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4615
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4616
lemma open_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4617
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4618
  assumes "open s"  "c \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4619
  shows "open ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4620
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4621
  have *:"(\<lambda>x. a + c *\<^sub>R x) = (\<lambda>x. a + x) \<circ> (\<lambda>x. c *\<^sub>R x)" unfolding o_def ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4622
  have "op + a ` op *\<^sub>R c ` s = (op + a \<circ> op *\<^sub>R c) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4623
  thus ?thesis using assms open_translation[of "op *\<^sub>R c ` s" a] unfolding * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4624
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4625
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4626
lemma interior_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4627
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4628
  shows "interior ((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (interior s)"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  4629
proof (rule set_eqI, rule)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4630
  fix x assume "x \<in> interior (op + a ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4631
  then obtain e where "e>0" and e:"ball x e \<subseteq> op + a ` s" unfolding mem_interior by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4632
  hence "ball (x - a) e \<subseteq> s" unfolding subset_eq Ball_def mem_ball dist_norm apply auto apply(erule_tac x="a + xa" in allE) unfolding ab_group_add_class.diff_diff_eq[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4633
  thus "x \<in> op + a ` interior s" unfolding image_iff apply(rule_tac x="x - a" in bexI) unfolding mem_interior using `e > 0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4634
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4635
  fix x assume "x \<in> op + a ` interior s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4636
  then obtain y e where "e>0" and e:"ball y e \<subseteq> s" and y:"x = a + y" unfolding image_iff Bex_def mem_interior by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4637
  { fix z have *:"a + y - z = y + a - z" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4638
    assume "z\<in>ball x e"
45548
3e2722d66169 Groups.thy: generalize several lemmas from class ab_group_add to class group_add
huffman
parents: 45270
diff changeset
  4639
    hence "z - a \<in> s" using e[unfolded subset_eq, THEN bspec[where x="z - a"]] unfolding mem_ball dist_norm y group_add_class.diff_diff_eq2 * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4640
    hence "z \<in> op + a ` s" unfolding image_iff by(auto intro!: bexI[where x="z - a"])  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4641
  hence "ball x e \<subseteq> op + a ` s" unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4642
  thus "x \<in> interior (op + a ` s)" unfolding mem_interior using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4643
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4644
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4645
text {* Topological properties of linear functions. *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4646
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4647
lemma linear_lim_0:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4648
  assumes "bounded_linear f" shows "(f ---> 0) (at (0))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4649
proof-
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4650
  interpret f: bounded_linear f by fact
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4651
  have "(f ---> f 0) (at 0)"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4652
    using tendsto_ident_at by (rule f.tendsto)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4653
  thus ?thesis unfolding f.zero .
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4654
qed
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4655
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4656
lemma linear_continuous_at:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4657
  assumes "bounded_linear f"  shows "continuous (at a) f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4658
  unfolding continuous_at using assms
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4659
  apply (rule bounded_linear.tendsto)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4660
  apply (rule tendsto_ident_at)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4661
  done
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4662
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4663
lemma linear_continuous_within:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4664
  shows "bounded_linear f ==> continuous (at x within s) f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4665
  using continuous_at_imp_continuous_within[of x f s] using linear_continuous_at[of f] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4666
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4667
lemma linear_continuous_on:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4668
  shows "bounded_linear f ==> continuous_on s f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4669
  using continuous_at_imp_continuous_on[of s f] using linear_continuous_at[of f] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4670
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4671
text {* Also bilinear functions, in composition form. *}
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4672
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4673
lemma bilinear_continuous_at_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4674
  shows "continuous (at x) f \<Longrightarrow> continuous (at x) g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4675
        ==> continuous (at x) (\<lambda>x. h (f x) (g x))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4676
  unfolding continuous_at using Lim_bilinear[of f "f x" "(at x)" g "g x" h] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4677
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4678
lemma bilinear_continuous_within_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4679
  shows "continuous (at x within s) f \<Longrightarrow> continuous (at x within s) g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4680
        ==> continuous (at x within s) (\<lambda>x. h (f x) (g x))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4681
  unfolding continuous_within using Lim_bilinear[of f "f x"] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4682
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4683
lemma bilinear_continuous_on_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4684
  shows "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4685
             ==> continuous_on s (\<lambda>x. h (f x) (g x))"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4686
  unfolding continuous_on_def
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4687
  by (fast elim: bounded_bilinear.tendsto)
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4688
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4689
text {* Preservation of compactness and connectedness under continuous function. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4690
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4691
lemma compact_eq_openin_cover:
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4692
  "compact S \<longleftrightarrow>
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4693
    (\<forall>C. (\<forall>c\<in>C. openin (subtopology euclidean S) c) \<and> S \<subseteq> \<Union>C \<longrightarrow>
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4694
      (\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D))"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4695
proof safe
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4696
  fix C
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4697
  assume "compact S" and "\<forall>c\<in>C. openin (subtopology euclidean S) c" and "S \<subseteq> \<Union>C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4698
  hence "\<forall>c\<in>{T. open T \<and> S \<inter> T \<in> C}. open c" and "S \<subseteq> \<Union>{T. open T \<and> S \<inter> T \<in> C}"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4699
    unfolding openin_open by force+
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4700
  with `compact S` obtain D where "D \<subseteq> {T. open T \<and> S \<inter> T \<in> C}" and "finite D" and "S \<subseteq> \<Union>D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4701
    by (rule compactE)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4702
  hence "image (\<lambda>T. S \<inter> T) D \<subseteq> C \<and> finite (image (\<lambda>T. S \<inter> T) D) \<and> S \<subseteq> \<Union>(image (\<lambda>T. S \<inter> T) D)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4703
    by auto
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4704
  thus "\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D" ..
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4705
next
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4706
  assume 1: "\<forall>C. (\<forall>c\<in>C. openin (subtopology euclidean S) c) \<and> S \<subseteq> \<Union>C \<longrightarrow>
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4707
        (\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4708
  show "compact S"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4709
  proof (rule compactI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4710
    fix C
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4711
    let ?C = "image (\<lambda>T. S \<inter> T) C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4712
    assume "\<forall>t\<in>C. open t" and "S \<subseteq> \<Union>C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4713
    hence "(\<forall>c\<in>?C. openin (subtopology euclidean S) c) \<and> S \<subseteq> \<Union>?C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4714
      unfolding openin_open by auto
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4715
    with 1 obtain D where "D \<subseteq> ?C" and "finite D" and "S \<subseteq> \<Union>D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4716
      by metis
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4717
    let ?D = "inv_into C (\<lambda>T. S \<inter> T) ` D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4718
    have "?D \<subseteq> C \<and> finite ?D \<and> S \<subseteq> \<Union>?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4719
    proof (intro conjI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4720
      from `D \<subseteq> ?C` show "?D \<subseteq> C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4721
        by (fast intro: inv_into_into)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4722
      from `finite D` show "finite ?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4723
        by (rule finite_imageI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4724
      from `S \<subseteq> \<Union>D` show "S \<subseteq> \<Union>?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4725
        apply (rule subset_trans)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4726
        apply clarsimp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4727
        apply (frule subsetD [OF `D \<subseteq> ?C`, THEN f_inv_into_f])
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4728
        apply (erule rev_bexI, fast)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4729
        done
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4730
    qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4731
    thus "\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D" ..
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4732
  qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4733
qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4734
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4735
lemma compact_continuous_image:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4736
  assumes "continuous_on s f" and "compact s"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4737
  shows "compact (f ` s)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4738
using assms (* FIXME: long unstructured proof *)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4739
unfolding continuous_on_open
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4740
unfolding compact_eq_openin_cover
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4741
apply clarify
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4742
apply (drule_tac x="image (\<lambda>t. {x \<in> s. f x \<in> t}) C" in spec)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4743
apply (drule mp)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4744
apply (rule conjI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4745
apply simp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4746
apply clarsimp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4747
apply (drule subsetD)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4748
apply (erule imageI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4749
apply fast
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4750
apply (erule thin_rl)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4751
apply clarify
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4752
apply (rule_tac x="image (inv_into C (\<lambda>t. {x \<in> s. f x \<in> t})) D" in exI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4753
apply (intro conjI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4754
apply clarify
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4755
apply (rule inv_into_into)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4756
apply (erule (1) subsetD)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4757
apply (erule finite_imageI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4758
apply (clarsimp, rename_tac x)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4759
apply (drule (1) subsetD, clarify)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4760
apply (drule (1) subsetD, clarify)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4761
apply (rule rev_bexI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4762
apply assumption
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4763
apply (subgoal_tac "{x \<in> s. f x \<in> t} \<in> (\<lambda>t. {x \<in> s. f x \<in> t}) ` C")
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4764
apply (drule f_inv_into_f)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4765
apply fast
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4766
apply (erule imageI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4767
done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4768
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4769
lemma connected_continuous_image:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4770
  assumes "continuous_on s f"  "connected s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4771
  shows "connected(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4772
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4773
  { fix T assume as: "T \<noteq> {}"  "T \<noteq> f ` s"  "openin (subtopology euclidean (f ` s)) T"  "closedin (subtopology euclidean (f ` s)) T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4774
    have "{x \<in> s. f x \<in> T} = {} \<or> {x \<in> s. f x \<in> T} = s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4775
      using assms(1)[unfolded continuous_on_open, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4776
      using assms(1)[unfolded continuous_on_closed, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4777
      using assms(2)[unfolded connected_clopen, THEN spec[where x="{x \<in> s. f x \<in> T}"]] as(3,4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4778
    hence False using as(1,2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4779
      using as(4)[unfolded closedin_def topspace_euclidean_subtopology] by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4780
  thus ?thesis unfolding connected_clopen by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4781
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4782
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4783
text {* Continuity implies uniform continuity on a compact domain. *}
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4784
  
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4785
lemma compact_uniformly_continuous:
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4786
  assumes f: "continuous_on s f" and s: "compact s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4787
  shows "uniformly_continuous_on s f"
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4788
  unfolding uniformly_continuous_on_def
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4789
proof (cases, safe)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4790
  fix e :: real assume "0 < e" "s \<noteq> {}"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4791
  def [simp]: R \<equiv> "{(y, d). y \<in> s \<and> 0 < d \<and> ball y d \<inter> s \<subseteq> {x \<in> s. f x \<in> ball (f y) (e/2) } }"
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4792
  let ?b = "(\<lambda>(y, d). ball y (d/2))"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4793
  have "(\<forall>r\<in>R. open (?b r))" "s \<subseteq> (\<Union>r\<in>R. ?b r)"
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4794
  proof safe
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4795
    fix y assume "y \<in> s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4796
    from continuous_open_in_preimage[OF f open_ball]
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4797
    obtain T where "open T" and T: "{x \<in> s. f x \<in> ball (f y) (e/2)} = T \<inter> s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4798
      unfolding openin_subtopology open_openin by metis
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4799
    then obtain d where "ball y d \<subseteq> T" "0 < d"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4800
      using `0 < e` `y \<in> s` by (auto elim!: openE)
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4801
    with T `y \<in> s` show "y \<in> (\<Union>r\<in>R. ?b r)"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4802
      by (intro UN_I[of "(y, d)"]) auto
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4803
  qed auto
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4804
  with s obtain D where D: "finite D" "D \<subseteq> R" "s \<subseteq> (\<Union>(y, d)\<in>D. ball y (d/2))"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  4805
    by (rule compactE_image)
50943
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4806
  with `s \<noteq> {}` have [simp]: "\<And>x. x < Min (snd ` D) \<longleftrightarrow> (\<forall>(y, d)\<in>D. x < d)"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4807
    by (subst Min_gr_iff) auto
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4808
  show "\<exists>d>0. \<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4809
  proof (rule, safe)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4810
    fix x x' assume in_s: "x' \<in> s" "x \<in> s"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4811
    with D obtain y d where x: "x \<in> ball y (d/2)" "(y, d) \<in> D"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4812
      by blast
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4813
    moreover assume "dist x x' < Min (snd`D) / 2"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4814
    ultimately have "dist y x' < d"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4815
      by (intro dist_double[where x=x and d=d]) (auto simp: dist_commute)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4816
    with D x in_s show  "dist (f x) (f x') < e"
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4817
      by (intro dist_double[where x="f y" and d=e]) (auto simp: dist_commute subset_eq)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4818
  qed (insert D, auto)
88a00a1c7c2c use accumulation point characterization (avoids t1_space restriction for equivalence of countable and sequential compactness); remove heine_borel_lemma
hoelzl
parents: 50942
diff changeset
  4819
qed auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4820
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4821
text{* Continuity of inverse function on compact domain. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4822
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4823
lemma continuous_on_inv:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4824
  fixes f :: "'a::topological_space \<Rightarrow> 'b::t2_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4825
  assumes "continuous_on s f"  "compact s"  "\<forall>x \<in> s. g (f x) = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4826
  shows "continuous_on (f ` s) g"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4827
unfolding continuous_on_topological
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4828
proof (clarsimp simp add: assms(3))
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4829
  fix x :: 'a and B :: "'a set"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4830
  assume "x \<in> s" and "open B" and "x \<in> B"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4831
  have 1: "\<forall>x\<in>s. f x \<in> f ` (s - B) \<longleftrightarrow> x \<in> s - B"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4832
    using assms(3) by (auto, metis)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4833
  have "continuous_on (s - B) f"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4834
    using `continuous_on s f` Diff_subset
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4835
    by (rule continuous_on_subset)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4836
  moreover have "compact (s - B)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4837
    using `open B` and `compact s`
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4838
    unfolding Diff_eq by (intro compact_inter_closed closed_Compl)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4839
  ultimately have "compact (f ` (s - B))"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4840
    by (rule compact_continuous_image)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4841
  hence "closed (f ` (s - B))"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4842
    by (rule compact_imp_closed)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4843
  hence "open (- f ` (s - B))"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4844
    by (rule open_Compl)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4845
  moreover have "f x \<in> - f ` (s - B)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4846
    using `x \<in> s` and `x \<in> B` by (simp add: 1)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4847
  moreover have "\<forall>y\<in>s. f y \<in> - f ` (s - B) \<longrightarrow> y \<in> B"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4848
    by (simp add: 1)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4849
  ultimately show "\<exists>A. open A \<and> f x \<in> A \<and> (\<forall>y\<in>s. f y \<in> A \<longrightarrow> y \<in> B)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  4850
    by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4851
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4852
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4853
text {* A uniformly convergent limit of continuous functions is continuous. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4854
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4855
lemma continuous_uniform_limit:
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4856
  fixes f :: "'a \<Rightarrow> 'b::metric_space \<Rightarrow> 'c::metric_space"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4857
  assumes "\<not> trivial_limit F"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4858
  assumes "eventually (\<lambda>n. continuous_on s (f n)) F"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4859
  assumes "\<forall>e>0. eventually (\<lambda>n. \<forall>x\<in>s. dist (f n x) (g x) < e) F"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4860
  shows "continuous_on s g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4861
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4862
  { fix x and e::real assume "x\<in>s" "e>0"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4863
    have "eventually (\<lambda>n. \<forall>x\<in>s. dist (f n x) (g x) < e / 3) F"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4864
      using `e>0` assms(3)[THEN spec[where x="e/3"]] by auto
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4865
    from eventually_happens [OF eventually_conj [OF this assms(2)]]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4866
    obtain n where n:"\<forall>x\<in>s. dist (f n x) (g x) < e / 3"  "continuous_on s (f n)"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4867
      using assms(1) by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4868
    have "e / 3 > 0" using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4869
    then obtain d where "d>0" and d:"\<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f n x') (f n x) < e / 3"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4870
      using n(2)[unfolded continuous_on_iff, THEN bspec[where x=x], OF `x\<in>s`, THEN spec[where x="e/3"]] by blast
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4871
    { fix y assume "y \<in> s" and "dist y x < d"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4872
      hence "dist (f n y) (f n x) < e / 3"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4873
        by (rule d [rule_format])
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4874
      hence "dist (f n y) (g x) < 2 * e / 3"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4875
        using dist_triangle [of "f n y" "g x" "f n x"]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4876
        using n(1)[THEN bspec[where x=x], OF `x\<in>s`]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4877
        by auto
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4878
      hence "dist (g y) (g x) < e"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4879
        using n(1)[THEN bspec[where x=y], OF `y\<in>s`]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4880
        using dist_triangle3 [of "g y" "g x" "f n y"]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4881
        by auto }
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4882
    hence "\<exists>d>0. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4883
      using `d>0` by auto }
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4884
  thus ?thesis unfolding continuous_on_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4885
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4886
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4887
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4888
subsection {* Topological stuff lifted from and dropped to R *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4889
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4890
lemma open_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4891
  fixes s :: "real set" shows
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4892
 "open s \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4893
        (\<forall>x \<in> s. \<exists>e>0. \<forall>x'. abs(x' - x) < e --> x' \<in> s)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4894
  unfolding open_dist dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4895
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4896
lemma islimpt_approachable_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4897
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4898
  shows "x islimpt s \<longleftrightarrow> (\<forall>e>0.  \<exists>x'\<in> s. x' \<noteq> x \<and> abs(x' - x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4899
  unfolding islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4900
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4901
lemma closed_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4902
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4903
  shows "closed s \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4904
        (\<forall>x. (\<forall>e>0.  \<exists>x' \<in> s. x' \<noteq> x \<and> abs(x' - x) < e)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4905
            --> x \<in> s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4906
  unfolding closed_limpt islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4907
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4908
lemma continuous_at_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4909
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4910
  shows "continuous (at x) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4911
        \<forall>x'. norm(x' - x) < d --> abs(f x' - f x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4912
  unfolding continuous_at unfolding Lim_at
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4913
  unfolding dist_nz[THEN sym] unfolding dist_norm apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4914
  apply(erule_tac x=e in allE) apply auto apply (rule_tac x=d in exI) apply auto apply (erule_tac x=x' in allE) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4915
  apply(erule_tac x=e in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4916
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4917
lemma continuous_on_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4918
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4919
  shows "continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. \<forall>e>0. \<exists>d>0. (\<forall>x' \<in> s. norm(x' - x) < d --> abs(f x' - f x) < e))"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4920
  unfolding continuous_on_iff dist_norm by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4921
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4922
text {* Hence some handy theorems on distance, diameter etc. of/from a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4923
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4924
lemma compact_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4925
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4926
  assumes "compact s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4927
  shows "\<exists>x \<in> s. \<forall>y \<in> s. y \<le> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4928
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4929
  from assms(1) have a:"bounded s" "closed s" unfolding compact_eq_bounded_closed by auto
33270
paulson
parents: 33175
diff changeset
  4930
  { fix e::real assume as: "\<forall>x\<in>s. x \<le> Sup s" "Sup s \<notin> s"  "0 < e" "\<forall>x'\<in>s. x' = Sup s \<or> \<not> Sup s - x' < e"
paulson
parents: 33175
diff changeset
  4931
    have "isLub UNIV s (Sup s)" using Sup[OF assms(2)] unfolding setle_def using as(1) by auto
paulson
parents: 33175
diff changeset
  4932
    moreover have "isUb UNIV s (Sup s - e)" unfolding isUb_def unfolding setle_def using as(4,2) by auto
paulson
parents: 33175
diff changeset
  4933
    ultimately have False using isLub_le_isUb[of UNIV s "Sup s" "Sup s - e"] using `e>0` by auto  }
paulson
parents: 33175
diff changeset
  4934
  thus ?thesis using bounded_has_Sup(1)[OF a(1) assms(2)] using a(2)[unfolded closed_real, THEN spec[where x="Sup s"]]
paulson
parents: 33175
diff changeset
  4935
    apply(rule_tac x="Sup s" in bexI) by auto
paulson
parents: 33175
diff changeset
  4936
qed
paulson
parents: 33175
diff changeset
  4937
paulson
parents: 33175
diff changeset
  4938
lemma Inf:
paulson
parents: 33175
diff changeset
  4939
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  4940
  shows "S \<noteq> {} ==> (\<exists>b. b <=* S) ==> isGlb UNIV S (Inf S)"
paulson
parents: 33175
diff changeset
  4941
by (auto simp add: isLb_def setle_def setge_def isGlb_def greatestP_def) 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4942
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4943
lemma compact_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4944
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4945
  assumes "compact s" "s \<noteq> {}"  shows "\<exists>x \<in> s. \<forall>y \<in> s. x \<le> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4946
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4947
  from assms(1) have a:"bounded s" "closed s" unfolding compact_eq_bounded_closed by auto
33270
paulson
parents: 33175
diff changeset
  4948
  { fix e::real assume as: "\<forall>x\<in>s. x \<ge> Inf s"  "Inf s \<notin> s"  "0 < e"
paulson
parents: 33175
diff changeset
  4949
      "\<forall>x'\<in>s. x' = Inf s \<or> \<not> abs (x' - Inf s) < e"
paulson
parents: 33175
diff changeset
  4950
    have "isGlb UNIV s (Inf s)" using Inf[OF assms(2)] unfolding setge_def using as(1) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4951
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4952
    { fix x assume "x \<in> s"
33270
paulson
parents: 33175
diff changeset
  4953
      hence *:"abs (x - Inf s) = x - Inf s" using as(1)[THEN bspec[where x=x]] by auto
paulson
parents: 33175
diff changeset
  4954
      have "Inf s + e \<le> x" using as(4)[THEN bspec[where x=x]] using as(2) `x\<in>s` unfolding * by auto }
paulson
parents: 33175
diff changeset
  4955
    hence "isLb UNIV s (Inf s + e)" unfolding isLb_def and setge_def by auto
paulson
parents: 33175
diff changeset
  4956
    ultimately have False using isGlb_le_isLb[of UNIV s "Inf s" "Inf s + e"] using `e>0` by auto  }
paulson
parents: 33175
diff changeset
  4957
  thus ?thesis using bounded_has_Inf(1)[OF a(1) assms(2)] using a(2)[unfolded closed_real, THEN spec[where x="Inf s"]]
paulson
parents: 33175
diff changeset
  4958
    apply(rule_tac x="Inf s" in bexI) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4959
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4960
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4961
lemma continuous_attains_sup:
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  4962
  fixes f :: "'a::topological_space \<Rightarrow> real"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4963
  shows "compact s \<Longrightarrow> s \<noteq> {} \<Longrightarrow> continuous_on s f
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4964
        ==> (\<exists>x \<in> s. \<forall>y \<in> s.  f y \<le> f x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4965
  using compact_attains_sup[of "f ` s"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4966
  using compact_continuous_image[of s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4967
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4968
lemma continuous_attains_inf:
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  4969
  fixes f :: "'a::topological_space \<Rightarrow> real"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4970
  shows "compact s \<Longrightarrow> s \<noteq> {} \<Longrightarrow> continuous_on s f
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4971
        \<Longrightarrow> (\<exists>x \<in> s. \<forall>y \<in> s. f x \<le> f y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4972
  using compact_attains_inf[of "f ` s"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4973
  using compact_continuous_image[of s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4974
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4975
lemma distance_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4976
  assumes "compact s" "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4977
  shows "\<exists>x \<in> s. \<forall>y \<in> s. dist a y \<le> dist a x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4978
proof (rule continuous_attains_sup [OF assms])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4979
  { fix x assume "x\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4980
    have "(dist a ---> dist a x) (at x within s)"
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  4981
      by (intro tendsto_dist tendsto_const Lim_at_within tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4982
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4983
  thus "continuous_on s (dist a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4984
    unfolding continuous_on ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4985
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4986
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4987
text {* For \emph{minimal} distance, we only need closure, not compactness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4988
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4989
lemma distance_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4990
  fixes a :: "'a::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4991
  assumes "closed s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4992
  shows "\<exists>x \<in> s. \<forall>y \<in> s. dist a x \<le> dist a y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4993
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4994
  from assms(2) obtain b where "b\<in>s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4995
  let ?B = "cball a (dist b a) \<inter> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4996
  have "b \<in> ?B" using `b\<in>s` by (simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4997
  hence "?B \<noteq> {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4998
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4999
  { fix x assume "x\<in>?B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5000
    fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5001
    { fix x' assume "x'\<in>?B" and as:"dist x' x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5002
      from as have "\<bar>dist a x' - dist a x\<bar> < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5003
        unfolding abs_less_iff minus_diff_eq
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5004
        using dist_triangle2 [of a x' x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5005
        using dist_triangle [of a x x']
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5006
        by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5007
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5008
    hence "\<exists>d>0. \<forall>x'\<in>?B. dist x' x < d \<longrightarrow> \<bar>dist a x' - dist a x\<bar> < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5009
      using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5010
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5011
  hence "continuous_on (cball a (dist b a) \<inter> s) (dist a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5012
    unfolding continuous_on Lim_within dist_norm real_norm_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5013
    by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5014
  moreover have "compact ?B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5015
    using compact_cball[of a "dist b a"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5016
    unfolding compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5017
    using bounded_Int and closed_Int and assms(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5018
  ultimately obtain x where "x\<in>cball a (dist b a) \<inter> s" "\<forall>y\<in>cball a (dist b a) \<inter> s. dist a x \<le> dist a y"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  5019
    using continuous_attains_inf[of ?B "dist a"] by fastforce
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  5020
  thus ?thesis by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5021
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5022
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5023
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5024
subsection {* Pasted sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5025
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5026
lemma bounded_Times:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5027
  assumes "bounded s" "bounded t" shows "bounded (s \<times> t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5028
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5029
  obtain x y a b where "\<forall>z\<in>s. dist x z \<le> a" "\<forall>z\<in>t. dist y z \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5030
    using assms [unfolded bounded_def] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5031
  then have "\<forall>z\<in>s \<times> t. dist (x, y) z \<le> sqrt (a\<twosuperior> + b\<twosuperior>)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5032
    by (auto simp add: dist_Pair_Pair real_sqrt_le_mono add_mono power_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5033
  thus ?thesis unfolding bounded_any_center [where a="(x, y)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5034
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5035
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5036
lemma mem_Times_iff: "x \<in> A \<times> B \<longleftrightarrow> fst x \<in> A \<and> snd x \<in> B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5037
by (induct x) simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5038
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5039
lemma seq_compact_Times: "seq_compact s \<Longrightarrow> seq_compact t \<Longrightarrow> seq_compact (s \<times> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5040
unfolding seq_compact_def
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5041
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5042
apply (drule_tac x="fst \<circ> f" in spec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5043
apply (drule mp, simp add: mem_Times_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5044
apply (clarify, rename_tac l1 r1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5045
apply (drule_tac x="snd \<circ> f \<circ> r1" in spec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5046
apply (drule mp, simp add: mem_Times_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5047
apply (clarify, rename_tac l2 r2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5048
apply (rule_tac x="(l1, l2)" in rev_bexI, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5049
apply (rule_tac x="r1 \<circ> r2" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5050
apply (rule conjI, simp add: subseq_def)
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  5051
apply (drule_tac f=r2 in LIMSEQ_subseq_LIMSEQ, assumption)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5052
apply (drule (1) tendsto_Pair) back
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5053
apply (simp add: o_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5054
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5055
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5056
text {* Generalize to @{class topological_space} *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5057
lemma compact_Times: 
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5058
  fixes s :: "'a::metric_space set" and t :: "'b::metric_space set"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5059
  shows "compact s \<Longrightarrow> compact t \<Longrightarrow> compact (s \<times> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5060
  unfolding compact_eq_seq_compact_metric by (rule seq_compact_Times)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5061
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5062
text{* Hence some useful properties follow quite easily. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5063
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5064
lemma compact_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5065
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5066
  assumes "compact s"  shows "compact ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5067
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5068
  let ?f = "\<lambda>x. scaleR c x"
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  5069
  have *:"bounded_linear ?f" by (rule bounded_linear_scaleR_right)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5070
  show ?thesis using compact_continuous_image[of s ?f] continuous_at_imp_continuous_on[of s ?f]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5071
    using linear_continuous_at[OF *] assms by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5072
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5073
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5074
lemma compact_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5075
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5076
  assumes "compact s"  shows "compact ((\<lambda>x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5077
  using compact_scaling [OF assms, of "- 1"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5078
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5079
lemma compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5080
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5081
  assumes "compact s"  "compact t"  shows "compact {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5082
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5083
  have *:"{x + y | x y. x \<in> s \<and> y \<in> t} = (\<lambda>z. fst z + snd z) ` (s \<times> t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5084
    apply auto unfolding image_iff apply(rule_tac x="(xa, y)" in bexI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5085
  have "continuous_on (s \<times> t) (\<lambda>z. fst z + snd z)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5086
    unfolding continuous_on by (rule ballI) (intro tendsto_intros)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5087
  thus ?thesis unfolding * using compact_continuous_image compact_Times [OF assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5088
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5089
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5090
lemma compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5091
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5092
  assumes "compact s" "compact t"  shows "compact {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5093
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5094
  have "{x - y | x y. x\<in>s \<and> y \<in> t} =  {x + y | x y. x \<in> s \<and> y \<in> (uminus ` t)}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5095
    apply auto apply(rule_tac x= xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5096
  thus ?thesis using compact_sums[OF assms(1) compact_negations[OF assms(2)]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5097
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5098
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5099
lemma compact_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5100
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5101
  assumes "compact s"  shows "compact ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5102
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5103
  have "{x + y |x y. x \<in> s \<and> y \<in> {a}} = (\<lambda>x. a + x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5104
  thus ?thesis using compact_sums[OF assms compact_sing[of a]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5105
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5106
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5107
lemma compact_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5108
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5109
  assumes "compact s"  shows "compact ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5110
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5111
  have "op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5112
  thus ?thesis using compact_translation[OF compact_scaling[OF assms], of a c] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5113
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5114
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5115
text {* Hence we get the following. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5116
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5117
lemma compact_sup_maxdistance:
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5118
  fixes s :: "'a::metric_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5119
  assumes "compact s"  "s \<noteq> {}"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5120
  shows "\<exists>x\<in>s. \<exists>y\<in>s. \<forall>u\<in>s. \<forall>v\<in>s. dist u v \<le> dist x y"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5121
proof-
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5122
  have "compact (s \<times> s)" using `compact s` by (intro compact_Times)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5123
  moreover have "s \<times> s \<noteq> {}" using `s \<noteq> {}` by auto
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5124
  moreover have "continuous_on (s \<times> s) (\<lambda>x. dist (fst x) (snd x))"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5125
    by (intro continuous_at_imp_continuous_on ballI continuous_dist
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5126
      continuous_isCont[THEN iffD1] isCont_fst isCont_snd isCont_ident)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5127
  ultimately show ?thesis
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5128
    using continuous_attains_sup[of "s \<times> s" "\<lambda>x. dist (fst x) (snd x)"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5129
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5130
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5131
text {* We can state this in terms of diameter of a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5132
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5133
definition "diameter s = (if s = {} then 0::real else Sup {dist x y | x y. x \<in> s \<and> y \<in> s})"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5134
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5135
lemma diameter_bounded_bound:
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5136
  fixes s :: "'a :: metric_space set"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5137
  assumes s: "bounded s" "x \<in> s" "y \<in> s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5138
  shows "dist x y \<le> diameter s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5139
proof -
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5140
  let ?D = "{dist x y |x y. x \<in> s \<and> y \<in> s}"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5141
  from s obtain z d where z: "\<And>x. x \<in> s \<Longrightarrow> dist z x \<le> d"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5142
    unfolding bounded_def by auto
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5143
  have "dist x y \<le> Sup ?D"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5144
  proof (rule Sup_upper, safe)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5145
    fix a b assume "a \<in> s" "b \<in> s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5146
    with z[of a] z[of b] dist_triangle[of a b z]
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5147
    show "dist a b \<le> 2 * d"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5148
      by (simp add: dist_commute)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5149
  qed (insert s, auto)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5150
  with `x \<in> s` show ?thesis
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5151
    by (auto simp add: diameter_def)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5152
qed
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5153
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5154
lemma diameter_lower_bounded:
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5155
  fixes s :: "'a :: metric_space set"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5156
  assumes s: "bounded s" and d: "0 < d" "d < diameter s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5157
  shows "\<exists>x\<in>s. \<exists>y\<in>s. d < dist x y"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5158
proof (rule ccontr)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5159
  let ?D = "{dist x y |x y. x \<in> s \<and> y \<in> s}"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5160
  assume contr: "\<not> ?thesis"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5161
  moreover
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5162
  from d have "s \<noteq> {}"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5163
    by (auto simp: diameter_def)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5164
  then have "?D \<noteq> {}" by auto
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5165
  ultimately have "Sup ?D \<le> d"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5166
    by (intro Sup_least) (auto simp: not_less)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5167
  with `d < diameter s` `s \<noteq> {}` show False
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5168
    by (auto simp: diameter_def)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5169
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5170
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5171
lemma diameter_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5172
  assumes "bounded s"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5173
  shows "\<forall>x\<in>s. \<forall>y\<in>s. dist x y \<le> diameter s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5174
        "\<forall>d>0. d < diameter s \<longrightarrow> (\<exists>x\<in>s. \<exists>y\<in>s. dist x y > d)"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5175
  using diameter_bounded_bound[of s] diameter_lower_bounded[of s] assms
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5176
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5177
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5178
lemma diameter_compact_attained:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5179
  assumes "compact s"  "s \<noteq> {}"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5180
  shows "\<exists>x\<in>s. \<exists>y\<in>s. dist x y = diameter s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5181
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5182
  have b:"bounded s" using assms(1) by (rule compact_imp_bounded)
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5183
  then obtain x y where xys:"x\<in>s" "y\<in>s" and xy:"\<forall>u\<in>s. \<forall>v\<in>s. dist u v \<le> dist x y"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5184
    using compact_sup_maxdistance[OF assms] by auto
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5185
  hence "diameter s \<le> dist x y"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5186
    unfolding diameter_def by clarsimp (rule Sup_least, fast+)
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  5187
  thus ?thesis
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5188
    by (metis b diameter_bounded_bound order_antisym xys)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5189
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5190
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5191
text {* Related results with closure as the conclusion. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5192
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5193
lemma closed_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5194
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5195
  assumes "closed s" shows "closed ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5196
proof(cases "s={}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5197
  case True thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5198
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5199
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5200
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5201
  proof(cases "c=0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5202
    have *:"(\<lambda>x. 0) ` s = {0}" using `s\<noteq>{}` by auto
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  5203
    case True thus ?thesis apply auto unfolding * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5204
  next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5205
    case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5206
    { fix x l assume as:"\<forall>n::nat. x n \<in> scaleR c ` s"  "(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5207
      { fix n::nat have "scaleR (1 / c) (x n) \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5208
          using as(1)[THEN spec[where x=n]]
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5209
          using `c\<noteq>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5210
      }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5211
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5212
      { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5213
        hence "0 < e *\<bar>c\<bar>"  using `c\<noteq>0` mult_pos_pos[of e "abs c"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5214
        then obtain N where "\<forall>n\<ge>N. dist (x n) l < e * \<bar>c\<bar>"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  5215
          using as(2)[unfolded LIMSEQ_def, THEN spec[where x="e * abs c"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5216
        hence "\<exists>N. \<forall>n\<ge>N. dist (scaleR (1 / c) (x n)) (scaleR (1 / c) l) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5217
          unfolding dist_norm unfolding scaleR_right_diff_distrib[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5218
          using mult_imp_div_pos_less[of "abs c" _ e] `c\<noteq>0` by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  5219
      hence "((\<lambda>n. scaleR (1 / c) (x n)) ---> scaleR (1 / c) l) sequentially" unfolding LIMSEQ_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5220
      ultimately have "l \<in> scaleR c ` s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5221
        using assms[unfolded closed_sequential_limits, THEN spec[where x="\<lambda>n. scaleR (1/c) (x n)"], THEN spec[where x="scaleR (1/c) l"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5222
        unfolding image_iff using `c\<noteq>0` apply(rule_tac x="scaleR (1 / c) l" in bexI) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5223
    thus ?thesis unfolding closed_sequential_limits by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5224
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5225
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5226
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5227
lemma closed_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5228
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5229
  assumes "closed s"  shows "closed ((\<lambda>x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5230
  using closed_scaling[OF assms, of "- 1"] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5231
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5232
lemma compact_closed_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5233
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5234
  assumes "compact s"  "closed t"  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5235
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5236
  let ?S = "{x + y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5237
  { fix x l assume as:"\<forall>n. x n \<in> ?S"  "(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5238
    from as(1) obtain f where f:"\<forall>n. x n = fst (f n) + snd (f n)"  "\<forall>n. fst (f n) \<in> s"  "\<forall>n. snd (f n) \<in> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5239
      using choice[of "\<lambda>n y. x n = (fst y) + (snd y) \<and> fst y \<in> s \<and> snd y \<in> t"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5240
    obtain l' r where "l'\<in>s" and r:"subseq r" and lr:"(((\<lambda>n. fst (f n)) \<circ> r) ---> l') sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5241
      using assms(1)[unfolded compact_def, THEN spec[where x="\<lambda> n. fst (f n)"]] using f(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5242
    have "((\<lambda>n. snd (f (r n))) ---> l - l') sequentially"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  5243
      using tendsto_diff[OF LIMSEQ_subseq_LIMSEQ[OF as(2) r] lr] and f(1) unfolding o_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5244
    hence "l - l' \<in> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5245
      using assms(2)[unfolded closed_sequential_limits, THEN spec[where x="\<lambda> n. snd (f (r n))"], THEN spec[where x="l - l'"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5246
      using f(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5247
    hence "l \<in> ?S" using `l' \<in> s` apply auto apply(rule_tac x=l' in exI) apply(rule_tac x="l - l'" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5248
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5249
  thus ?thesis unfolding closed_sequential_limits by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5250
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5251
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5252
lemma closed_compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5253
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5254
  assumes "closed s"  "compact t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5255
  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5256
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5257
  have "{x + y |x y. x \<in> t \<and> y \<in> s} = {x + y |x y. x \<in> s \<and> y \<in> t}" apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5258
    apply(rule_tac x=y in exI) apply auto apply(rule_tac x=y in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5259
  thus ?thesis using compact_closed_sums[OF assms(2,1)] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5260
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5261
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5262
lemma compact_closed_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5263
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5264
  assumes "compact s"  "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5265
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5266
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5267
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} =  {x - y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5268
    apply auto apply(rule_tac x=xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5269
  thus ?thesis using compact_closed_sums[OF assms(1) closed_negations[OF assms(2)]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5270
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5271
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5272
lemma closed_compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5273
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5274
  assumes "closed s" "compact t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5275
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5276
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5277
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} = {x - y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5278
    apply auto apply(rule_tac x=xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5279
 thus ?thesis using closed_compact_sums[OF assms(1) compact_negations[OF assms(2)]] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5280
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5281
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5282
lemma closed_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5283
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5284
  assumes "closed s"  shows "closed ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5285
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5286
  have "{a + y |y. y \<in> s} = (op + a ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5287
  thus ?thesis using compact_closed_sums[OF compact_sing[of a] assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5288
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5289
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5290
lemma translation_Compl:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5291
  fixes a :: "'a::ab_group_add"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5292
  shows "(\<lambda>x. a + x) ` (- t) = - ((\<lambda>x. a + x) ` t)"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5293
  apply (auto simp add: image_iff) apply(rule_tac x="x - a" in bexI) by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5294
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5295
lemma translation_UNIV:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5296
  fixes a :: "'a::ab_group_add" shows "range (\<lambda>x. a + x) = UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5297
  apply (auto simp add: image_iff) apply(rule_tac x="x - a" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5298
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5299
lemma translation_diff:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5300
  fixes a :: "'a::ab_group_add"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5301
  shows "(\<lambda>x. a + x) ` (s - t) = ((\<lambda>x. a + x) ` s) - ((\<lambda>x. a + x) ` t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5302
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5303
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5304
lemma closure_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5305
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5306
  shows "closure ((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (closure s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5307
proof-
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5308
  have *:"op + a ` (- s) = - op + a ` s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5309
    apply auto unfolding image_iff apply(rule_tac x="x - a" in bexI) by auto
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5310
  show ?thesis unfolding closure_interior translation_Compl
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5311
    using interior_translation[of a "- s"] unfolding * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5312
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5313
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5314
lemma frontier_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5315
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5316
  shows "frontier((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5317
  unfolding frontier_def translation_diff interior_translation closure_translation by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5318
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5319
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5320
subsection {* Separation between points and sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5321
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5322
lemma separate_point_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5323
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5324
  shows "closed s \<Longrightarrow> a \<notin> s  ==> (\<exists>d>0. \<forall>x\<in>s. d \<le> dist a x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5325
proof(cases "s = {}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5326
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5327
  thus ?thesis by(auto intro!: exI[where x=1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5328
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5329
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5330
  assume "closed s" "a \<notin> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5331
  then obtain x where "x\<in>s" "\<forall>y\<in>s. dist a x \<le> dist a y" using `s \<noteq> {}` distance_attains_inf [of s a] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5332
  with `x\<in>s` show ?thesis using dist_pos_lt[of a x] and`a \<notin> s` by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5333
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5334
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5335
lemma separate_compact_closed:
50949
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5336
  fixes s t :: "'a::heine_borel set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5337
  assumes "compact s" and "closed t" and "s \<inter> t = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5338
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
50949
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5339
proof - (* FIXME: long proof *)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5340
  let ?T = "\<Union>x\<in>s. { ball x (d / 2) | d. 0 < d \<and> (\<forall>y\<in>t. d \<le> dist x y) }"
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5341
  note `compact s`
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5342
  moreover have "\<forall>t\<in>?T. open t" by auto
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5343
  moreover have "s \<subseteq> \<Union>?T"
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5344
    apply auto
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5345
    apply (rule rev_bexI, assumption)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5346
    apply (subgoal_tac "x \<notin> t")
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5347
    apply (drule separate_point_closed [OF `closed t`])
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5348
    apply clarify
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5349
    apply (rule_tac x="ball x (d / 2)" in exI)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5350
    apply simp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5351
    apply fast
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5352
    apply (cut_tac assms(3))
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5353
    apply auto
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5354
    done
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5355
  ultimately obtain U where "U \<subseteq> ?T" and "finite U" and "s \<subseteq> \<Union>U"
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5356
    by (rule compactE)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5357
  from `finite U` and `U \<subseteq> ?T` have "\<exists>d>0. \<forall>x\<in>\<Union>U. \<forall>y\<in>t. d \<le> dist x y"
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5358
    apply (induct set: finite)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5359
    apply simp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5360
    apply (rule exI)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5361
    apply (rule zero_less_one)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5362
    apply clarsimp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5363
    apply (rename_tac y e)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5364
    apply (rule_tac x="min d (e / 2)" in exI)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5365
    apply simp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5366
    apply (subst ball_Un)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5367
    apply (rule conjI)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5368
    apply (intro ballI, rename_tac z)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5369
    apply (rule min_max.le_infI2)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5370
    apply (simp only: mem_ball)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5371
    apply (drule (1) bspec)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5372
    apply (cut_tac x=y and y=x and z=z in dist_triangle, arith)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5373
    apply simp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5374
    apply (intro ballI)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5375
    apply (rule min_max.le_infI1)
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5376
    apply simp
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5377
    done
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5378
  with `s \<subseteq> \<Union>U` show ?thesis
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5379
    by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5380
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5381
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5382
lemma separate_closed_compact:
50949
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5383
  fixes s t :: "'a::heine_borel set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5384
  assumes "closed s" and "compact t" and "s \<inter> t = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5385
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5386
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5387
  have *:"t \<inter> s = {}" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5388
  show ?thesis using separate_compact_closed[OF assms(2,1) *]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5389
    apply auto apply(rule_tac x=d in exI) apply auto apply (erule_tac x=y in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5390
    by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5391
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5392
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5393
36439
a65320184de9 move intervals section heading
huffman
parents: 36438
diff changeset
  5394
subsection {* Intervals *}
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5395
  
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5396
lemma interval: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5397
  "{a <..< b} = {x::'a. \<forall>i\<in>Basis. a\<bullet>i < x\<bullet>i \<and> x\<bullet>i < b\<bullet>i}" and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5398
  "{a .. b} = {x::'a. \<forall>i\<in>Basis. a\<bullet>i \<le> x\<bullet>i \<and> x\<bullet>i \<le> b\<bullet>i}"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  5399
  by(auto simp add:set_eq_iff eucl_le[where 'a='a] eucl_less[where 'a='a])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5400
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5401
lemma mem_interval: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5402
  "x \<in> {a<..<b} \<longleftrightarrow> (\<forall>i\<in>Basis. a\<bullet>i < x\<bullet>i \<and> x\<bullet>i < b\<bullet>i)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5403
  "x \<in> {a .. b} \<longleftrightarrow> (\<forall>i\<in>Basis. a\<bullet>i \<le> x\<bullet>i \<and> x\<bullet>i \<le> b\<bullet>i)"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  5404
  using interval[of a b] by(auto simp add: set_eq_iff eucl_le[where 'a='a] eucl_less[where 'a='a])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5405
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5406
lemma interval_eq_empty: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5407
 "({a <..< b} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. b\<bullet>i \<le> a\<bullet>i))" (is ?th1) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5408
 "({a  ..  b} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. b\<bullet>i < a\<bullet>i))" (is ?th2)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5409
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5410
  { fix i x assume i:"i\<in>Basis" and as:"b\<bullet>i \<le> a\<bullet>i" and x:"x\<in>{a <..< b}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5411
    hence "a \<bullet> i < x \<bullet> i \<and> x \<bullet> i < b \<bullet> i" unfolding mem_interval by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5412
    hence "a\<bullet>i < b\<bullet>i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5413
    hence False using as by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5414
  moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5415
  { assume as:"\<forall>i\<in>Basis. \<not> (b\<bullet>i \<le> a\<bullet>i)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5416
    let ?x = "(1/2) *\<^sub>R (a + b)"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5417
    { fix i :: 'a assume i:"i\<in>Basis" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5418
      have "a\<bullet>i < b\<bullet>i" using as[THEN bspec[where x=i]] i by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5419
      hence "a\<bullet>i < ((1/2) *\<^sub>R (a+b)) \<bullet> i" "((1/2) *\<^sub>R (a+b)) \<bullet> i < b\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5420
        by (auto simp: inner_add_left) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5421
    hence "{a <..< b} \<noteq> {}" using mem_interval(1)[of "?x" a b] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5422
  ultimately show ?th1 by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5423
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5424
  { fix i x assume i:"i\<in>Basis" and as:"b\<bullet>i < a\<bullet>i" and x:"x\<in>{a .. b}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5425
    hence "a \<bullet> i \<le> x \<bullet> i \<and> x \<bullet> i \<le> b \<bullet> i" unfolding mem_interval by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5426
    hence "a\<bullet>i \<le> b\<bullet>i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5427
    hence False using as by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5428
  moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5429
  { assume as:"\<forall>i\<in>Basis. \<not> (b\<bullet>i < a\<bullet>i)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5430
    let ?x = "(1/2) *\<^sub>R (a + b)"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5431
    { fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5432
      have "a\<bullet>i \<le> b\<bullet>i" using as[THEN bspec[where x=i]] i by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5433
      hence "a\<bullet>i \<le> ((1/2) *\<^sub>R (a+b)) \<bullet> i" "((1/2) *\<^sub>R (a+b)) \<bullet> i \<le> b\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5434
        by (auto simp: inner_add_left) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5435
    hence "{a .. b} \<noteq> {}" using mem_interval(2)[of "?x" a b] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5436
  ultimately show ?th2 by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5437
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5438
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5439
lemma interval_ne_empty: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5440
  "{a  ..  b} \<noteq> {} \<longleftrightarrow> (\<forall>i\<in>Basis. a\<bullet>i \<le> b\<bullet>i)" and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5441
  "{a <..< b} \<noteq> {} \<longleftrightarrow> (\<forall>i\<in>Basis. a\<bullet>i < b\<bullet>i)"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  5442
  unfolding interval_eq_empty[of a b] by fastforce+
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5443
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5444
lemma interval_sing:
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5445
  fixes a :: "'a::ordered_euclidean_space"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5446
  shows "{a .. a} = {a}" and "{a<..<a} = {}"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5447
  unfolding set_eq_iff mem_interval eq_iff [symmetric]
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5448
  by (auto intro: euclidean_eqI simp: ex_in_conv)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5449
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5450
lemma subset_interval_imp: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5451
 "(\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i) \<Longrightarrow> {c .. d} \<subseteq> {a .. b}" and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5452
 "(\<forall>i\<in>Basis. a\<bullet>i < c\<bullet>i \<and> d\<bullet>i < b\<bullet>i) \<Longrightarrow> {c .. d} \<subseteq> {a<..<b}" and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5453
 "(\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i) \<Longrightarrow> {c<..<d} \<subseteq> {a .. b}" and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5454
 "(\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i) \<Longrightarrow> {c<..<d} \<subseteq> {a<..<b}"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5455
  unfolding subset_eq[unfolded Ball_def] unfolding mem_interval
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5456
  by (best intro: order_trans less_le_trans le_less_trans less_imp_le)+
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5457
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5458
lemma interval_open_subset_closed:
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5459
  fixes a :: "'a::ordered_euclidean_space"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5460
  shows "{a<..<b} \<subseteq> {a .. b}"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5461
  unfolding subset_eq [unfolded Ball_def] mem_interval
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5462
  by (fast intro: less_imp_le)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5463
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5464
lemma subset_interval: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5465
 "{c .. d} \<subseteq> {a .. b} \<longleftrightarrow> (\<forall>i\<in>Basis. c\<bullet>i \<le> d\<bullet>i) --> (\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i)" (is ?th1) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5466
 "{c .. d} \<subseteq> {a<..<b} \<longleftrightarrow> (\<forall>i\<in>Basis. c\<bullet>i \<le> d\<bullet>i) --> (\<forall>i\<in>Basis. a\<bullet>i < c\<bullet>i \<and> d\<bullet>i < b\<bullet>i)" (is ?th2) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5467
 "{c<..<d} \<subseteq> {a .. b} \<longleftrightarrow> (\<forall>i\<in>Basis. c\<bullet>i < d\<bullet>i) --> (\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i)" (is ?th3) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5468
 "{c<..<d} \<subseteq> {a<..<b} \<longleftrightarrow> (\<forall>i\<in>Basis. c\<bullet>i < d\<bullet>i) --> (\<forall>i\<in>Basis. a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i)" (is ?th4)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5469
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5470
  show ?th1 unfolding subset_eq and Ball_def and mem_interval by (auto intro: order_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5471
  show ?th2 unfolding subset_eq and Ball_def and mem_interval by (auto intro: le_less_trans less_le_trans order_trans less_imp_le)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5472
  { assume as: "{c<..<d} \<subseteq> {a .. b}" "\<forall>i\<in>Basis. c\<bullet>i < d\<bullet>i"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5473
    hence "{c<..<d} \<noteq> {}" unfolding interval_eq_empty by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5474
    fix i :: 'a assume i:"i\<in>Basis"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5475
    (** TODO combine the following two parts as done in the HOL_light version. **)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5476
    { let ?x = "(\<Sum>j\<in>Basis. (if j=i then ((min (a\<bullet>j) (d\<bullet>j))+c\<bullet>j)/2 else (c\<bullet>j+d\<bullet>j)/2) *\<^sub>R j)::'a"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5477
      assume as2: "a\<bullet>i > c\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5478
      { fix j :: 'a assume j:"j\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5479
        hence "c \<bullet> j < ?x \<bullet> j \<and> ?x \<bullet> j < d \<bullet> j"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5480
          apply(cases "j=i") using as(2)[THEN bspec[where x=j]] i
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5481
          by (auto simp add: as2)  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5482
      hence "?x\<in>{c<..<d}" using i unfolding mem_interval by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5483
      moreover
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5484
      have "?x\<notin>{a .. b}"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5485
        unfolding mem_interval apply auto apply(rule_tac x=i in bexI)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5486
        using as(2)[THEN bspec[where x=i]] and as2 i
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5487
        by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5488
      ultimately have False using as by auto  }
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5489
    hence "a\<bullet>i \<le> c\<bullet>i" by(rule ccontr)auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5490
    moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5491
    { let ?x = "(\<Sum>j\<in>Basis. (if j=i then ((max (b\<bullet>j) (c\<bullet>j))+d\<bullet>j)/2 else (c\<bullet>j+d\<bullet>j)/2) *\<^sub>R j)::'a"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5492
      assume as2: "b\<bullet>i < d\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5493
      { fix j :: 'a assume "j\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5494
        hence "d \<bullet> j > ?x \<bullet> j \<and> ?x \<bullet> j > c \<bullet> j" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5495
          apply(cases "j=i") using as(2)[THEN bspec[where x=j]]
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5496
          by (auto simp add: as2) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5497
      hence "?x\<in>{c<..<d}" unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5498
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5499
      have "?x\<notin>{a .. b}"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5500
        unfolding mem_interval apply auto apply(rule_tac x=i in bexI)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5501
        using as(2)[THEN bspec[where x=i]] and as2 using i
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5502
        by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5503
      ultimately have False using as by auto  }
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5504
    hence "b\<bullet>i \<ge> d\<bullet>i" by(rule ccontr)auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5505
    ultimately
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5506
    have "a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5507
  } note part1 = this
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5508
  show ?th3
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5509
    unfolding subset_eq and Ball_def and mem_interval 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5510
    apply(rule,rule,rule,rule) 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5511
    apply(rule part1)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5512
    unfolding subset_eq and Ball_def and mem_interval
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5513
    prefer 4
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5514
    apply auto 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5515
    by(erule_tac x=xa in allE,erule_tac x=xa in allE,fastforce)+ 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5516
  { assume as:"{c<..<d} \<subseteq> {a<..<b}" "\<forall>i\<in>Basis. c\<bullet>i < d\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5517
    fix i :: 'a assume i:"i\<in>Basis"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5518
    from as(1) have "{c<..<d} \<subseteq> {a..b}" using interval_open_subset_closed[of a b] by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5519
    hence "a\<bullet>i \<le> c\<bullet>i \<and> d\<bullet>i \<le> b\<bullet>i" using part1 and as(2) using i by auto  } note * = this
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5520
  show ?th4 unfolding subset_eq and Ball_def and mem_interval 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5521
    apply(rule,rule,rule,rule) apply(rule *) unfolding subset_eq and Ball_def and mem_interval prefer 4
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5522
    apply auto by(erule_tac x=xa in allE, simp)+ 
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5523
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5524
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5525
lemma inter_interval: fixes a :: "'a::ordered_euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5526
 "{a .. b} \<inter> {c .. d} =  {(\<Sum>i\<in>Basis. max (a\<bullet>i) (c\<bullet>i) *\<^sub>R i) .. (\<Sum>i\<in>Basis. min (b\<bullet>i) (d\<bullet>i) *\<^sub>R i)}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5527
  unfolding set_eq_iff and Int_iff and mem_interval by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5528
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5529
lemma disjoint_interval: fixes a::"'a::ordered_euclidean_space" shows
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5530
  "{a .. b} \<inter> {c .. d} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. (b\<bullet>i < a\<bullet>i \<or> d\<bullet>i < c\<bullet>i \<or> b\<bullet>i < c\<bullet>i \<or> d\<bullet>i < a\<bullet>i))" (is ?th1) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5531
  "{a .. b} \<inter> {c<..<d} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. (b\<bullet>i < a\<bullet>i \<or> d\<bullet>i \<le> c\<bullet>i \<or> b\<bullet>i \<le> c\<bullet>i \<or> d\<bullet>i \<le> a\<bullet>i))" (is ?th2) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5532
  "{a<..<b} \<inter> {c .. d} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. (b\<bullet>i \<le> a\<bullet>i \<or> d\<bullet>i < c\<bullet>i \<or> b\<bullet>i \<le> c\<bullet>i \<or> d\<bullet>i \<le> a\<bullet>i))" (is ?th3) and
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5533
  "{a<..<b} \<inter> {c<..<d} = {} \<longleftrightarrow> (\<exists>i\<in>Basis. (b\<bullet>i \<le> a\<bullet>i \<or> d\<bullet>i \<le> c\<bullet>i \<or> b\<bullet>i \<le> c\<bullet>i \<or> d\<bullet>i \<le> a\<bullet>i))" (is ?th4)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5534
proof-
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5535
  let ?z = "(\<Sum>i\<in>Basis. (((max (a\<bullet>i) (c\<bullet>i)) + (min (b\<bullet>i) (d\<bullet>i))) / 2) *\<^sub>R i)::'a"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5536
  have **: "\<And>P Q. (\<And>i :: 'a. i \<in> Basis \<Longrightarrow> Q ?z i \<Longrightarrow> P i) \<Longrightarrow>
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5537
      (\<And>i x :: 'a. i \<in> Basis \<Longrightarrow> P i \<Longrightarrow> Q x i) \<Longrightarrow> (\<forall>x. \<exists>i\<in>Basis. Q x i) \<longleftrightarrow> (\<exists>i\<in>Basis. P i)" 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5538
    by blast
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5539
  note * = set_eq_iff Int_iff empty_iff mem_interval ball_conj_distrib[symmetric] eq_False ball_simps(10)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5540
  show ?th1 unfolding * by (intro **) auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5541
  show ?th2 unfolding * by (intro **) auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5542
  show ?th3 unfolding * by (intro **) auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5543
  show ?th4 unfolding * by (intro **) auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5544
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5545
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5546
(* Moved interval_open_subset_closed a bit upwards *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5547
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5548
lemma open_interval[intro]:
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5549
  fixes a b :: "'a::ordered_euclidean_space" shows "open {a<..<b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5550
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5551
  have "open (\<Inter>i\<in>Basis. (\<lambda>x. x\<bullet>i) -` {a\<bullet>i<..<b\<bullet>i})"
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5552
    by (intro open_INT finite_lessThan ballI continuous_open_vimage allI
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5553
      linear_continuous_at open_real_greaterThanLessThan finite_Basis bounded_linear_inner_left)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5554
  also have "(\<Inter>i\<in>Basis. (\<lambda>x. x\<bullet>i) -` {a\<bullet>i<..<b\<bullet>i}) = {a<..<b}"
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5555
    by (auto simp add: eucl_less [where 'a='a])
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5556
  finally show "open {a<..<b}" .
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5557
qed
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5558
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5559
lemma closed_interval[intro]:
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5560
  fixes a b :: "'a::ordered_euclidean_space" shows "closed {a .. b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5561
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5562
  have "closed (\<Inter>i\<in>Basis. (\<lambda>x. x\<bullet>i) -` {a\<bullet>i .. b\<bullet>i})"
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5563
    by (intro closed_INT ballI continuous_closed_vimage allI
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5564
      linear_continuous_at closed_real_atLeastAtMost finite_Basis bounded_linear_inner_left)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5565
  also have "(\<Inter>i\<in>Basis. (\<lambda>x. x\<bullet>i) -` {a\<bullet>i .. b\<bullet>i}) = {a .. b}"
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5566
    by (auto simp add: eucl_le [where 'a='a])
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  5567
  finally show "closed {a .. b}" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5568
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5569
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5570
lemma interior_closed_interval [intro]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5571
  fixes a b :: "'a::ordered_euclidean_space"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5572
  shows "interior {a..b} = {a<..<b}" (is "?L = ?R")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5573
proof(rule subset_antisym)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5574
  show "?R \<subseteq> ?L" using interval_open_subset_closed open_interval
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5575
    by (rule interior_maximal)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5576
next
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5577
  { fix x assume "x \<in> interior {a..b}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5578
    then obtain s where s:"open s" "x \<in> s" "s \<subseteq> {a..b}" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5579
    then obtain e where "e>0" and e:"\<forall>x'. dist x' x < e \<longrightarrow> x' \<in> {a..b}" unfolding open_dist and subset_eq by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5580
    { fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5581
      have "dist (x - (e / 2) *\<^sub>R i) x < e"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5582
           "dist (x + (e / 2) *\<^sub>R i) x < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5583
        unfolding dist_norm apply auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5584
        unfolding norm_minus_cancel using norm_Basis[OF i] `e>0` by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5585
      hence "a \<bullet> i \<le> (x - (e / 2) *\<^sub>R i) \<bullet> i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5586
                     "(x + (e / 2) *\<^sub>R i) \<bullet> i \<le> b \<bullet> i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5587
        using e[THEN spec[where x="x - (e/2) *\<^sub>R i"]]
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5588
        and   e[THEN spec[where x="x + (e/2) *\<^sub>R i"]]
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5589
        unfolding mem_interval using i by blast+
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5590
      hence "a \<bullet> i < x \<bullet> i" and "x \<bullet> i < b \<bullet> i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5591
        using `e>0` i by (auto simp: inner_diff_left inner_Basis inner_add_left) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5592
    hence "x \<in> {a<..<b}" unfolding mem_interval by auto  }
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5593
  thus "?L \<subseteq> ?R" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5594
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5595
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5596
lemma bounded_closed_interval: fixes a :: "'a::ordered_euclidean_space" shows "bounded {a .. b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5597
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5598
  let ?b = "\<Sum>i\<in>Basis. \<bar>a\<bullet>i\<bar> + \<bar>b\<bullet>i\<bar>"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5599
  { fix x::"'a" assume x:"\<forall>i\<in>Basis. a \<bullet> i \<le> x \<bullet> i \<and> x \<bullet> i \<le> b \<bullet> i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5600
    { fix i :: 'a assume "i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5601
      hence "\<bar>x\<bullet>i\<bar> \<le> \<bar>a\<bullet>i\<bar> + \<bar>b\<bullet>i\<bar>" using x[THEN bspec[where x=i]] by auto  }
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5602
    hence "(\<Sum>i\<in>Basis. \<bar>x \<bullet> i\<bar>) \<le> ?b" apply-apply(rule setsum_mono) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5603
    hence "norm x \<le> ?b" using norm_le_l1[of x] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5604
  thus ?thesis unfolding interval and bounded_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5605
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5606
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5607
lemma bounded_interval: fixes a :: "'a::ordered_euclidean_space" shows
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5608
 "bounded {a .. b} \<and> bounded {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5609
  using bounded_closed_interval[of a b]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5610
  using interval_open_subset_closed[of a b]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5611
  using bounded_subset[of "{a..b}" "{a<..<b}"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5612
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5613
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5614
lemma not_interval_univ: fixes a :: "'a::ordered_euclidean_space" shows
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5615
 "({a .. b} \<noteq> UNIV) \<and> ({a<..<b} \<noteq> UNIV)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5616
  using bounded_interval[of a b] by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5617
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5618
lemma compact_interval: fixes a :: "'a::ordered_euclidean_space" shows "compact {a .. b}"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5619
  using bounded_closed_imp_seq_compact[of "{a..b}"] using bounded_interval[of a b]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5620
  by (auto simp: compact_eq_seq_compact_metric)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5621
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5622
lemma open_interval_midpoint: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5623
  assumes "{a<..<b} \<noteq> {}" shows "((1/2) *\<^sub>R (a + b)) \<in> {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5624
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5625
  { fix i :: 'a assume "i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5626
    hence "a \<bullet> i < ((1 / 2) *\<^sub>R (a + b)) \<bullet> i \<and> ((1 / 2) *\<^sub>R (a + b)) \<bullet> i < b \<bullet> i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5627
      using assms[unfolded interval_ne_empty, THEN bspec[where x=i]] by (auto simp: inner_add_left)  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5628
  thus ?thesis unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5629
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5630
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5631
lemma open_closed_interval_convex: fixes x :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5632
  assumes x:"x \<in> {a<..<b}" and y:"y \<in> {a .. b}" and e:"0 < e" "e \<le> 1"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5633
  shows "(e *\<^sub>R x + (1 - e) *\<^sub>R y) \<in> {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5634
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5635
  { fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5636
    have "a \<bullet> i = e * (a \<bullet> i) + (1 - e) * (a \<bullet> i)" unfolding left_diff_distrib by simp
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5637
    also have "\<dots> < e * (x \<bullet> i) + (1 - e) * (y \<bullet> i)" apply(rule add_less_le_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5638
      using e unfolding mult_less_cancel_left and mult_le_cancel_left apply simp_all
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5639
      using x unfolding mem_interval using i apply simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5640
      using y unfolding mem_interval using i apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5641
      done
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5642
    finally have "a \<bullet> i < (e *\<^sub>R x + (1 - e) *\<^sub>R y) \<bullet> i" unfolding inner_simps by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5643
    moreover {
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5644
    have "b \<bullet> i = e * (b\<bullet>i) + (1 - e) * (b\<bullet>i)" unfolding left_diff_distrib by simp
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5645
    also have "\<dots> > e * (x \<bullet> i) + (1 - e) * (y \<bullet> i)" apply(rule add_less_le_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5646
      using e unfolding mult_less_cancel_left and mult_le_cancel_left apply simp_all
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5647
      using x unfolding mem_interval using i apply simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5648
      using y unfolding mem_interval using i apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5649
      done
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5650
    finally have "(e *\<^sub>R x + (1 - e) *\<^sub>R y) \<bullet> i < b \<bullet> i" unfolding inner_simps by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5651
    } ultimately have "a \<bullet> i < (e *\<^sub>R x + (1 - e) *\<^sub>R y) \<bullet> i \<and> (e *\<^sub>R x + (1 - e) *\<^sub>R y) \<bullet> i < b \<bullet> i" by auto }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5652
  thus ?thesis unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5653
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5654
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5655
lemma closure_open_interval: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5656
  assumes "{a<..<b} \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5657
  shows "closure {a<..<b} = {a .. b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5658
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5659
  have ab:"a < b" using assms[unfolded interval_ne_empty] apply(subst eucl_less) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5660
  let ?c = "(1 / 2) *\<^sub>R (a + b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5661
  { fix x assume as:"x \<in> {a .. b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5662
    def f == "\<lambda>n::nat. x + (inverse (real n + 1)) *\<^sub>R (?c - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5663
    { fix n assume fn:"f n < b \<longrightarrow> a < f n \<longrightarrow> f n = x" and xc:"x \<noteq> ?c"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5664
      have *:"0 < inverse (real n + 1)" "inverse (real n + 1) \<le> 1" unfolding inverse_le_1_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5665
      have "(inverse (real n + 1)) *\<^sub>R ((1 / 2) *\<^sub>R (a + b)) + (1 - inverse (real n + 1)) *\<^sub>R x =
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5666
        x + (inverse (real n + 1)) *\<^sub>R (((1 / 2) *\<^sub>R (a + b)) - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5667
        by (auto simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5668
      hence "f n < b" and "a < f n" using open_closed_interval_convex[OF open_interval_midpoint[OF assms] as *] unfolding f_def by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5669
      hence False using fn unfolding f_def using xc by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5670
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5671
    { assume "\<not> (f ---> x) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5672
      { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5673
        hence "\<exists>N::nat. inverse (real (N + 1)) < e" using real_arch_inv[of e] apply (auto simp add: Suc_pred') apply(rule_tac x="n - 1" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5674
        then obtain N::nat where "inverse (real (N + 1)) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5675
        hence "\<forall>n\<ge>N. inverse (real n + 1) < e" by (auto, metis Suc_le_mono le_SucE less_imp_inverse_less nat_le_real_less order_less_trans real_of_nat_Suc real_of_nat_Suc_gt_zero)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5676
        hence "\<exists>N::nat. \<forall>n\<ge>N. inverse (real n + 1) < e" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5677
      hence "((\<lambda>n. inverse (real n + 1)) ---> 0) sequentially"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  5678
        unfolding LIMSEQ_def by(auto simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5679
      hence "(f ---> x) sequentially" unfolding f_def
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  5680
        using tendsto_add[OF tendsto_const, of "\<lambda>n::nat. (inverse (real n + 1)) *\<^sub>R ((1 / 2) *\<^sub>R (a + b) - x)" 0 sequentially x]
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  5681
        using tendsto_scaleR [OF _ tendsto_const, of "\<lambda>n::nat. inverse (real n + 1)" 0 sequentially "((1 / 2) *\<^sub>R (a + b) - x)"] by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5682
    ultimately have "x \<in> closure {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5683
      using as and open_interval_midpoint[OF assms] unfolding closure_def unfolding islimpt_sequential by(cases "x=?c")auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5684
  thus ?thesis using closure_minimal[OF interval_open_subset_closed closed_interval, of a b] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5685
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5686
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5687
lemma bounded_subset_open_interval_symmetric: fixes s::"('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5688
  assumes "bounded s"  shows "\<exists>a. s \<subseteq> {-a<..<a}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5689
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5690
  obtain b where "b>0" and b:"\<forall>x\<in>s. norm x \<le> b" using assms[unfolded bounded_pos] by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5691
  def a \<equiv> "(\<Sum>i\<in>Basis. (b + 1) *\<^sub>R i)::'a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5692
  { fix x assume "x\<in>s"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5693
    fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5694
    hence "(-a)\<bullet>i < x\<bullet>i" and "x\<bullet>i < a\<bullet>i" using b[THEN bspec[where x=x], OF `x\<in>s`]
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5695
      and Basis_le_norm[OF i, of x] unfolding inner_simps and a_def by auto }
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5696
  thus ?thesis by(auto intro: exI[where x=a] simp add: eucl_less[where 'a='a])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5697
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5698
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5699
lemma bounded_subset_open_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5700
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5701
  shows "bounded s ==> (\<exists>a b. s \<subseteq> {a<..<b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5702
  by (auto dest!: bounded_subset_open_interval_symmetric)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5703
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5704
lemma bounded_subset_closed_interval_symmetric:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5705
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5706
  assumes "bounded s" shows "\<exists>a. s \<subseteq> {-a .. a}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5707
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5708
  obtain a where "s \<subseteq> {- a<..<a}" using bounded_subset_open_interval_symmetric[OF assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5709
  thus ?thesis using interval_open_subset_closed[of "-a" a] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5710
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5711
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5712
lemma bounded_subset_closed_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5713
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5714
  shows "bounded s ==> (\<exists>a b. s \<subseteq> {a .. b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5715
  using bounded_subset_closed_interval_symmetric[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5716
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5717
lemma frontier_closed_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5718
  fixes a b :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5719
  shows "frontier {a .. b} = {a .. b} - {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5720
  unfolding frontier_def unfolding interior_closed_interval and closure_closed[OF closed_interval] ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5721
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5722
lemma frontier_open_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5723
  fixes a b :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5724
  shows "frontier {a<..<b} = (if {a<..<b} = {} then {} else {a .. b} - {a<..<b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5725
proof(cases "{a<..<b} = {}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5726
  case True thus ?thesis using frontier_empty by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5727
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5728
  case False thus ?thesis unfolding frontier_def and closure_open_interval[OF False] and interior_open[OF open_interval] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5729
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5730
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5731
lemma inter_interval_mixed_eq_empty: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5732
  assumes "{c<..<d} \<noteq> {}"  shows "{a<..<b} \<inter> {c .. d} = {} \<longleftrightarrow> {a<..<b} \<inter> {c<..<d} = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5733
  unfolding closure_open_interval[OF assms, THEN sym] unfolding open_inter_closure_eq_empty[OF open_interval] ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5734
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5735
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5736
(* Some stuff for half-infinite intervals too; FIXME: notation?  *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5737
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5738
lemma closed_interval_left: fixes b::"'a::euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5739
  shows "closed {x::'a. \<forall>i\<in>Basis. x\<bullet>i \<le> b\<bullet>i}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5740
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5741
  { fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5742
    fix x::"'a" assume x:"\<forall>e>0. \<exists>x'\<in>{x. \<forall>i\<in>Basis. x \<bullet> i \<le> b \<bullet> i}. x' \<noteq> x \<and> dist x' x < e"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5743
    { assume "x\<bullet>i > b\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5744
      then obtain y where "y \<bullet> i \<le> b \<bullet> i"  "y \<noteq> x"  "dist y x < x\<bullet>i - b\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5745
        using x[THEN spec[where x="x\<bullet>i - b\<bullet>i"]] using i by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5746
      hence False using Basis_le_norm[OF i, of "y - x"] unfolding dist_norm inner_simps using i 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5747
        by auto }
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5748
    hence "x\<bullet>i \<le> b\<bullet>i" by(rule ccontr)auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5749
  thus ?thesis unfolding closed_limpt unfolding islimpt_approachable by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5750
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5751
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5752
lemma closed_interval_right: fixes a::"'a::euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5753
  shows "closed {x::'a. \<forall>i\<in>Basis. a\<bullet>i \<le> x\<bullet>i}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5754
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5755
  { fix i :: 'a assume i:"i\<in>Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5756
    fix x::"'a" assume x:"\<forall>e>0. \<exists>x'\<in>{x. \<forall>i\<in>Basis. a \<bullet> i \<le> x \<bullet> i}. x' \<noteq> x \<and> dist x' x < e"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5757
    { assume "a\<bullet>i > x\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5758
      then obtain y where "a \<bullet> i \<le> y \<bullet> i"  "y \<noteq> x"  "dist y x < a\<bullet>i - x\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5759
        using x[THEN spec[where x="a\<bullet>i - x\<bullet>i"]] i by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5760
      hence False using Basis_le_norm[OF i, of "y - x"] unfolding dist_norm inner_simps by auto }
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5761
    hence "a\<bullet>i \<le> x\<bullet>i" by(rule ccontr)auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5762
  thus ?thesis unfolding closed_limpt unfolding islimpt_approachable by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5763
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5764
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5765
lemma open_box: "open (box a b)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5766
proof -
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5767
  have "open (\<Inter>i\<in>Basis. (op \<bullet> i) -` {a \<bullet> i <..< b \<bullet> i})"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5768
    by (auto intro!: continuous_open_vimage continuous_inner continuous_at_id continuous_const)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5769
  also have "(\<Inter>i\<in>Basis. (op \<bullet> i) -` {a \<bullet> i <..< b \<bullet> i}) = box a b"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5770
    by (auto simp add: box_def inner_commute)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5771
  finally show ?thesis .
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5772
qed
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5773
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
  5774
instance euclidean_space \<subseteq> second_countable_topology
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5775
proof
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5776
  def a \<equiv> "\<lambda>f :: 'a \<Rightarrow> (real \<times> real). \<Sum>i\<in>Basis. fst (f i) *\<^sub>R i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5777
  then have a: "\<And>f. (\<Sum>i\<in>Basis. fst (f i) *\<^sub>R i) = a f" by simp
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5778
  def b \<equiv> "\<lambda>f :: 'a \<Rightarrow> (real \<times> real). \<Sum>i\<in>Basis. snd (f i) *\<^sub>R i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5779
  then have b: "\<And>f. (\<Sum>i\<in>Basis. snd (f i) *\<^sub>R i) = b f" by simp
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5780
  def B \<equiv> "(\<lambda>f. box (a f) (b f)) ` (Basis \<rightarrow>\<^isub>E (\<rat> \<times> \<rat>))"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5781
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5782
  have "countable B" unfolding B_def 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5783
    by (intro countable_image countable_PiE finite_Basis countable_SIGMA countable_rat)
50245
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
  5784
  moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5785
  have "Ball B open" by (simp add: B_def open_box)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5786
  moreover have "(\<forall>A. open A \<longrightarrow> (\<exists>B'\<subseteq>B. \<Union>B' = A))"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5787
  proof safe
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5788
    fix A::"'a set" assume "open A"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5789
    show "\<exists>B'\<subseteq>B. \<Union>B' = A"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5790
      apply (rule exI[of _ "{b\<in>B. b \<subseteq> A}"])
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5791
      apply (subst (3) open_UNION_box[OF `open A`])
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5792
      apply (auto simp add: a b B_def)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5793
      done
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5794
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5795
  ultimately
50245
dea9363887a6 based countable topological basis on Countable_Set
immler
parents: 50105
diff changeset
  5796
  show "\<exists>B::'a set set. countable B \<and> topological_basis B" unfolding topological_basis_def by blast
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5797
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5798
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5799
instance ordered_euclidean_space \<subseteq> polish_space ..
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  5800
36439
a65320184de9 move intervals section heading
huffman
parents: 36438
diff changeset
  5801
text {* Intervals in general, including infinite and mixtures of open and closed. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5802
37732
6432bf0d7191 generalize type of is_interval to class euclidean_space
huffman
parents: 37680
diff changeset
  5803
definition "is_interval (s::('a::euclidean_space) set) \<longleftrightarrow>
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5804
  (\<forall>a\<in>s. \<forall>b\<in>s. \<forall>x. (\<forall>i\<in>Basis. ((a\<bullet>i \<le> x\<bullet>i \<and> x\<bullet>i \<le> b\<bullet>i) \<or> (b\<bullet>i \<le> x\<bullet>i \<and> x\<bullet>i \<le> a\<bullet>i))) \<longrightarrow> x \<in> s)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5805
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5806
lemma is_interval_interval: "is_interval {a .. b::'a::ordered_euclidean_space}" (is ?th1)
39086
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  5807
  "is_interval {a<..<b}" (is ?th2) proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5808
  show ?th1 ?th2  unfolding is_interval_def mem_interval Ball_def atLeastAtMost_iff
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  5809
    by(meson order_trans le_less_trans less_le_trans less_trans)+ qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5810
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5811
lemma is_interval_empty:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5812
 "is_interval {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5813
  unfolding is_interval_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5814
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5815
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5816
lemma is_interval_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5817
 "is_interval UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5818
  unfolding is_interval_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5819
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5820
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5821
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5822
subsection {* Closure of halfspaces and hyperplanes *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5823
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5824
lemma isCont_open_vimage:
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5825
  assumes "\<And>x. isCont f x" and "open s" shows "open (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5826
proof -
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5827
  from assms(1) have "continuous_on UNIV f"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5828
    unfolding isCont_def continuous_on_def within_UNIV by simp
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5829
  hence "open {x \<in> UNIV. f x \<in> s}"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5830
    using open_UNIV `open s` by (rule continuous_open_preimage)
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5831
  thus "open (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5832
    by (simp add: vimage_def)
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5833
qed
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5834
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5835
lemma isCont_closed_vimage:
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5836
  assumes "\<And>x. isCont f x" and "closed s" shows "closed (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5837
  using assms unfolding closed_def vimage_Compl [symmetric]
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5838
  by (rule isCont_open_vimage)
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5839
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5840
lemma open_Collect_less:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5841
  fixes f g :: "'a::topological_space \<Rightarrow> real"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5842
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5843
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5844
  shows "open {x. f x < g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5845
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5846
  have "open ((\<lambda>x. g x - f x) -` {0<..})"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5847
    using isCont_diff [OF g f] open_real_greaterThan
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5848
    by (rule isCont_open_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5849
  also have "((\<lambda>x. g x - f x) -` {0<..}) = {x. f x < g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5850
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5851
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5852
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5853
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5854
lemma closed_Collect_le:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5855
  fixes f g :: "'a::topological_space \<Rightarrow> real"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5856
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5857
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5858
  shows "closed {x. f x \<le> g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5859
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5860
  have "closed ((\<lambda>x. g x - f x) -` {0..})"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5861
    using isCont_diff [OF g f] closed_real_atLeast
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5862
    by (rule isCont_closed_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5863
  also have "((\<lambda>x. g x - f x) -` {0..}) = {x. f x \<le> g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5864
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5865
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5866
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5867
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5868
lemma closed_Collect_eq:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5869
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::t2_space"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5870
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5871
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5872
  shows "closed {x. f x = g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5873
proof -
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5874
  have "open {(x::'b, y::'b). x \<noteq> y}"
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5875
    unfolding open_prod_def by (auto dest!: hausdorff)
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5876
  hence "closed {(x::'b, y::'b). x = y}"
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5877
    unfolding closed_def split_def Collect_neg_eq .
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5878
  with isCont_Pair [OF f g]
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5879
  have "closed ((\<lambda>x. (f x, g x)) -` {(x, y). x = y})"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5880
    by (rule isCont_closed_vimage)
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  5881
  also have "\<dots> = {x. f x = g x}" by auto
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5882
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5883
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  5884
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5885
lemma continuous_at_inner: "continuous (at x) (inner a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5886
  unfolding continuous_at by (intro tendsto_intros)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5887
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5888
lemma closed_halfspace_le: "closed {x. inner a x \<le> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5889
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5890
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5891
lemma closed_halfspace_ge: "closed {x. inner a x \<ge> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5892
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5893
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5894
lemma closed_hyperplane: "closed {x. inner a x = b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5895
  by (simp add: closed_Collect_eq)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5896
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5897
lemma closed_halfspace_component_le:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5898
  shows "closed {x::'a::euclidean_space. x\<bullet>i \<le> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5899
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5900
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5901
lemma closed_halfspace_component_ge:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5902
  shows "closed {x::'a::euclidean_space. x\<bullet>i \<ge> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5903
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5904
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5905
text {* Openness of halfspaces. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5906
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5907
lemma open_halfspace_lt: "open {x. inner a x < b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5908
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5909
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5910
lemma open_halfspace_gt: "open {x. inner a x > b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5911
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5912
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5913
lemma open_halfspace_component_lt:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5914
  shows "open {x::'a::euclidean_space. x\<bullet>i < a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5915
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5916
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5917
lemma open_halfspace_component_gt:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5918
  shows "open {x::'a::euclidean_space. x\<bullet>i > a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5919
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5920
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5921
text{* Instantiation for intervals on @{text ordered_euclidean_space} *}
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5922
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5923
lemma eucl_lessThan_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5924
  fixes a :: "'a\<Colon>ordered_euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5925
  shows "{..<a} = (\<Inter>i\<in>Basis. {x. x \<bullet> i < a \<bullet> i})"
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5926
 by (auto simp: eucl_less[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5927
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5928
lemma eucl_greaterThan_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5929
  fixes a :: "'a\<Colon>ordered_euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5930
  shows "{a<..} = (\<Inter>i\<in>Basis. {x. a \<bullet> i < x \<bullet> i})"
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5931
 by (auto simp: eucl_less[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5932
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5933
lemma eucl_atMost_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5934
  fixes a :: "'a\<Colon>ordered_euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5935
  shows "{.. a} = (\<Inter>i\<in>Basis. {x. x \<bullet> i \<le> a \<bullet> i})"
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5936
 by (auto simp: eucl_le[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5937
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5938
lemma eucl_atLeast_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5939
  fixes a :: "'a\<Colon>ordered_euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5940
  shows "{a ..} = (\<Inter>i\<in>Basis. {x. a \<bullet> i \<le> x \<bullet> i})"
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5941
 by (auto simp: eucl_le[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5942
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5943
lemma open_eucl_lessThan[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5944
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5945
  shows "open {..< a}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5946
  by (auto simp: eucl_lessThan_eq_halfspaces open_halfspace_component_lt)
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5947
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5948
lemma open_eucl_greaterThan[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5949
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5950
  shows "open {a <..}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5951
  by (auto simp: eucl_greaterThan_eq_halfspaces open_halfspace_component_gt)
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5952
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5953
lemma closed_eucl_atMost[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5954
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5955
  shows "closed {.. a}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5956
  unfolding eucl_atMost_eq_halfspaces
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5957
  by (simp add: closed_INT closed_Collect_le)
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5958
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5959
lemma closed_eucl_atLeast[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5960
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5961
  shows "closed {a ..}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5962
  unfolding eucl_atLeast_eq_halfspaces
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5963
  by (simp add: closed_INT closed_Collect_le)
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5964
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5965
text {* This gives a simple derivation of limit component bounds. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5966
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5967
lemma Lim_component_le: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5968
  assumes "(f ---> l) net" "\<not> (trivial_limit net)"  "eventually (\<lambda>x. f(x)\<bullet>i \<le> b) net"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5969
  shows "l\<bullet>i \<le> b"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5970
  by (rule tendsto_le[OF assms(2) tendsto_const tendsto_inner[OF assms(1) tendsto_const] assms(3)])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5971
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5972
lemma Lim_component_ge: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5973
  assumes "(f ---> l) net"  "\<not> (trivial_limit net)"  "eventually (\<lambda>x. b \<le> (f x)\<bullet>i) net"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5974
  shows "b \<le> l\<bullet>i"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5975
  by (rule tendsto_le[OF assms(2) tendsto_inner[OF assms(1) tendsto_const] tendsto_const assms(3)])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5976
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5977
lemma Lim_component_eq: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5978
  assumes net:"(f ---> l) net" "~(trivial_limit net)" and ev:"eventually (\<lambda>x. f(x)\<bullet>i = b) net"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5979
  shows "l\<bullet>i = b"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5980
  using ev[unfolded order_eq_iff eventually_conj_iff]
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5981
  using Lim_component_ge[OF net, of b i] and Lim_component_le[OF net, of i b] by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  5982
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5983
text{* Limits relative to a union.                                               *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5984
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5985
lemma eventually_within_Un:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5986
  "eventually P (net within (s \<union> t)) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5987
    eventually P (net within s) \<and> eventually P (net within t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5988
  unfolding Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5989
  by (auto elim!: eventually_rev_mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5990
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5991
lemma Lim_within_union:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5992
 "(f ---> l) (net within (s \<union> t)) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5993
  (f ---> l) (net within s) \<and> (f ---> l) (net within t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5994
  unfolding tendsto_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5995
  by (auto simp add: eventually_within_Un)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5996
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5997
lemma Lim_topological:
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5998
 "(f ---> l) net \<longleftrightarrow>
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5999
        trivial_limit net \<or>
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6000
        (\<forall>S. open S \<longrightarrow> l \<in> S \<longrightarrow> eventually (\<lambda>x. f x \<in> S) net)"
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6001
  unfolding tendsto_def trivial_limit_eq by auto
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6002
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6003
lemma continuous_on_union:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6004
  assumes "closed s" "closed t" "continuous_on s f" "continuous_on t f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6005
  shows "continuous_on (s \<union> t) f"
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6006
  using assms unfolding continuous_on Lim_within_union
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6007
  unfolding Lim_topological trivial_limit_within closed_limpt by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6008
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6009
lemma continuous_on_cases:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6010
  assumes "closed s" "closed t" "continuous_on s f" "continuous_on t g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6011
          "\<forall>x. (x\<in>s \<and> \<not> P x) \<or> (x \<in> t \<and> P x) \<longrightarrow> f x = g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6012
  shows "continuous_on (s \<union> t) (\<lambda>x. if P x then f x else g x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6013
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6014
  let ?h = "(\<lambda>x. if P x then f x else g x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6015
  have "\<forall>x\<in>s. f x = (if P x then f x else g x)" using assms(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6016
  hence "continuous_on s ?h" using continuous_on_eq[of s f ?h] using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6017
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6018
  have "\<forall>x\<in>t. g x = (if P x then f x else g x)" using assms(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6019
  hence "continuous_on t ?h" using continuous_on_eq[of t g ?h] using assms(4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6020
  ultimately show ?thesis using continuous_on_union[OF assms(1,2), of ?h] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6021
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6022
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6023
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6024
text{* Some more convenient intermediate-value theorem formulations.             *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6025
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6026
lemma connected_ivt_hyperplane:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6027
  assumes "connected s" "x \<in> s" "y \<in> s" "inner a x \<le> b" "b \<le> inner a y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6028
  shows "\<exists>z \<in> s. inner a z = b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6029
proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6030
  assume as:"\<not> (\<exists>z\<in>s. inner a z = b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6031
  let ?A = "{x. inner a x < b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6032
  let ?B = "{x. inner a x > b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6033
  have "open ?A" "open ?B" using open_halfspace_lt and open_halfspace_gt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6034
  moreover have "?A \<inter> ?B = {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6035
  moreover have "s \<subseteq> ?A \<union> ?B" using as by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6036
  ultimately show False using assms(1)[unfolded connected_def not_ex, THEN spec[where x="?A"], THEN spec[where x="?B"]] and assms(2-5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6037
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6038
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  6039
lemma connected_ivt_component: fixes x::"'a::euclidean_space" shows
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6040
 "connected s \<Longrightarrow> x \<in> s \<Longrightarrow> y \<in> s \<Longrightarrow> x\<bullet>k \<le> a \<Longrightarrow> a \<le> y\<bullet>k \<Longrightarrow> (\<exists>z\<in>s.  z\<bullet>k = a)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6041
  using connected_ivt_hyperplane[of s x y "k::'a" a] by (auto simp: inner_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6042
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6043
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6044
subsection {* Homeomorphisms *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6045
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6046
definition "homeomorphism s t f g \<equiv>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6047
     (\<forall>x\<in>s. (g(f x) = x)) \<and> (f ` s = t) \<and> continuous_on s f \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6048
     (\<forall>y\<in>t. (f(g y) = y)) \<and> (g ` t = s) \<and> continuous_on t g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6049
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6050
definition
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6051
  homeomorphic :: "'a::topological_space set \<Rightarrow> 'b::topological_space set \<Rightarrow> bool"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6052
    (infixr "homeomorphic" 60) where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6053
  homeomorphic_def: "s homeomorphic t \<equiv> (\<exists>f g. homeomorphism s t f g)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6054
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6055
lemma homeomorphic_refl: "s homeomorphic s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6056
  unfolding homeomorphic_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6057
  unfolding homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6058
  using continuous_on_id
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6059
  apply(rule_tac x = "(\<lambda>x. x)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6060
  apply(rule_tac x = "(\<lambda>x. x)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6061
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6062
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6063
lemma homeomorphic_sym:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6064
 "s homeomorphic t \<longleftrightarrow> t homeomorphic s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6065
unfolding homeomorphic_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6066
unfolding homeomorphism_def
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  6067
by blast 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6068
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6069
lemma homeomorphic_trans:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6070
  assumes "s homeomorphic t" "t homeomorphic u" shows "s homeomorphic u"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6071
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6072
  obtain f1 g1 where fg1:"\<forall>x\<in>s. g1 (f1 x) = x"  "f1 ` s = t" "continuous_on s f1" "\<forall>y\<in>t. f1 (g1 y) = y" "g1 ` t = s" "continuous_on t g1"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6073
    using assms(1) unfolding homeomorphic_def homeomorphism_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6074
  obtain f2 g2 where fg2:"\<forall>x\<in>t. g2 (f2 x) = x"  "f2 ` t = u" "continuous_on t f2" "\<forall>y\<in>u. f2 (g2 y) = y" "g2 ` u = t" "continuous_on u g2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6075
    using assms(2) unfolding homeomorphic_def homeomorphism_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6076
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6077
  { fix x assume "x\<in>s" hence "(g1 \<circ> g2) ((f2 \<circ> f1) x) = x" using fg1(1)[THEN bspec[where x=x]] and fg2(1)[THEN bspec[where x="f1 x"]] and fg1(2) by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6078
  moreover have "(f2 \<circ> f1) ` s = u" using fg1(2) fg2(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6079
  moreover have "continuous_on s (f2 \<circ> f1)" using continuous_on_compose[OF fg1(3)] and fg2(3) unfolding fg1(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6080
  moreover { fix y assume "y\<in>u" hence "(f2 \<circ> f1) ((g1 \<circ> g2) y) = y" using fg2(4)[THEN bspec[where x=y]] and fg1(4)[THEN bspec[where x="g2 y"]] and fg2(5) by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6081
  moreover have "(g1 \<circ> g2) ` u = s" using fg1(5) fg2(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6082
  moreover have "continuous_on u (g1 \<circ> g2)" using continuous_on_compose[OF fg2(6)] and fg1(6)  unfolding fg2(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6083
  ultimately show ?thesis unfolding homeomorphic_def homeomorphism_def apply(rule_tac x="f2 \<circ> f1" in exI) apply(rule_tac x="g1 \<circ> g2" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6084
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6085
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6086
lemma homeomorphic_minimal:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6087
 "s homeomorphic t \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6088
    (\<exists>f g. (\<forall>x\<in>s. f(x) \<in> t \<and> (g(f(x)) = x)) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6089
           (\<forall>y\<in>t. g(y) \<in> s \<and> (f(g(y)) = y)) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6090
           continuous_on s f \<and> continuous_on t g)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6091
unfolding homeomorphic_def homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6092
apply auto apply (rule_tac x=f in exI) apply (rule_tac x=g in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6093
apply auto apply (rule_tac x=f in exI) apply (rule_tac x=g in exI) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6094
unfolding image_iff
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6095
apply(erule_tac x="g x" in ballE) apply(erule_tac x="x" in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6096
apply auto apply(rule_tac x="g x" in bexI) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6097
apply(erule_tac x="f x" in ballE) apply(erule_tac x="x" in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6098
apply auto apply(rule_tac x="f x" in bexI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6099
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6100
text {* Relatively weak hypotheses if a set is compact. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6101
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6102
lemma homeomorphism_compact:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6103
  fixes f :: "'a::topological_space \<Rightarrow> 'b::t2_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6104
  assumes "compact s" "continuous_on s f"  "f ` s = t"  "inj_on f s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6105
  shows "\<exists>g. homeomorphism s t f g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6106
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6107
  def g \<equiv> "\<lambda>x. SOME y. y\<in>s \<and> f y = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6108
  have g:"\<forall>x\<in>s. g (f x) = x" using assms(3) assms(4)[unfolded inj_on_def] unfolding g_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6109
  { fix y assume "y\<in>t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6110
    then obtain x where x:"f x = y" "x\<in>s" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6111
    hence "g (f x) = x" using g by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6112
    hence "f (g y) = y" unfolding x(1)[THEN sym] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6113
  hence g':"\<forall>x\<in>t. f (g x) = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6114
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6115
  { fix x
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6116
    have "x\<in>s \<Longrightarrow> x \<in> g ` t" using g[THEN bspec[where x=x]] unfolding image_iff using assms(3) by(auto intro!: bexI[where x="f x"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6117
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6118
    { assume "x\<in>g ` t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6119
      then obtain y where y:"y\<in>t" "g y = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6120
      then obtain x' where x':"x'\<in>s" "f x' = y" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6121
      hence "x \<in> s" unfolding g_def using someI2[of "\<lambda>b. b\<in>s \<and> f b = y" x' "\<lambda>x. x\<in>s"] unfolding y(2)[THEN sym] and g_def by auto }
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  6122
    ultimately have "x\<in>s \<longleftrightarrow> x \<in> g ` t" ..  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6123
  hence "g ` t = s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6124
  ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6125
  show ?thesis unfolding homeomorphism_def homeomorphic_def
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  6126
    apply(rule_tac x=g in exI) using g and assms(3) and continuous_on_inv[OF assms(2,1), of g, unfolded assms(3)] and assms(2) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6127
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6128
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6129
lemma homeomorphic_compact:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6130
  fixes f :: "'a::topological_space \<Rightarrow> 'b::t2_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6131
  shows "compact s \<Longrightarrow> continuous_on s f \<Longrightarrow> (f ` s = t) \<Longrightarrow> inj_on f s
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6132
          \<Longrightarrow> s homeomorphic t"
37486
b993fac7985b beta-eta was too much, because it transformed SOME x. P x into Eps P, which caused problems later;
blanchet
parents: 37452
diff changeset
  6133
  unfolding homeomorphic_def by (metis homeomorphism_compact)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6134
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6135
text{* Preservation of topological properties.                                   *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6136
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6137
lemma homeomorphic_compactness:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6138
 "s homeomorphic t ==> (compact s \<longleftrightarrow> compact t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6139
unfolding homeomorphic_def homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6140
by (metis compact_continuous_image)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6141
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6142
text{* Results on translation, scaling etc.                                      *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6143
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6144
lemma homeomorphic_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6145
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6146
  assumes "c \<noteq> 0"  shows "s homeomorphic ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6147
  unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6148
  apply(rule_tac x="\<lambda>x. c *\<^sub>R x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6149
  apply(rule_tac x="\<lambda>x. (1 / c) *\<^sub>R x" in exI)
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  6150
  using assms by (auto simp add: continuous_on_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6151
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6152
lemma homeomorphic_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6153
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6154
  shows "s homeomorphic ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6155
  unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6156
  apply(rule_tac x="\<lambda>x. a + x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6157
  apply(rule_tac x="\<lambda>x. -a + x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6158
  using continuous_on_add[OF continuous_on_const continuous_on_id] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6159
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6160
lemma homeomorphic_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6161
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6162
  assumes "c \<noteq> 0"  shows "s homeomorphic ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6163
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6164
  have *:"op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6165
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6166
    using homeomorphic_trans
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6167
    using homeomorphic_scaling[OF assms, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6168
    using homeomorphic_translation[of "(\<lambda>x. c *\<^sub>R x) ` s" a] unfolding * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6169
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6170
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6171
lemma homeomorphic_balls:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6172
  fixes a b ::"'a::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6173
  assumes "0 < d"  "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6174
  shows "(ball a d) homeomorphic  (ball b e)" (is ?th)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6175
        "(cball a d) homeomorphic (cball b e)" (is ?cth)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6176
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6177
  show ?th unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6178
    apply(rule_tac x="\<lambda>x. b + (e/d) *\<^sub>R (x - a)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6179
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6180
    using assms apply (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6181
    unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6182
    apply (auto simp add: pos_divide_less_eq mult_strict_left_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6183
    unfolding continuous_on
36659
f794e92784aa adapt to removed premise on tendsto lemma (cf. 88f0125c3bd2)
huffman
parents: 36623
diff changeset
  6184
    by (intro ballI tendsto_intros, simp)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6185
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6186
  show ?cth unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6187
    apply(rule_tac x="\<lambda>x. b + (e/d) *\<^sub>R (x - a)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6188
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6189
    using assms apply (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6190
    unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6191
    apply (auto simp add: pos_divide_le_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6192
    unfolding continuous_on
36659
f794e92784aa adapt to removed premise on tendsto lemma (cf. 88f0125c3bd2)
huffman
parents: 36623
diff changeset
  6193
    by (intro ballI tendsto_intros, simp)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6194
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6195
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6196
text{* "Isometry" (up to constant bounds) of injective linear map etc.           *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6197
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6198
lemma cauchy_isometric:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6199
  fixes x :: "nat \<Rightarrow> 'a::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6200
  assumes e:"0 < e" and s:"subspace s" and f:"bounded_linear f" and normf:"\<forall>x\<in>s. norm(f x) \<ge> e * norm(x)" and xs:"\<forall>n::nat. x n \<in> s" and cf:"Cauchy(f o x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6201
  shows "Cauchy x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6202
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6203
  interpret f: bounded_linear f by fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6204
  { fix d::real assume "d>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6205
    then obtain N where N:"\<forall>n\<ge>N. norm (f (x n) - f (x N)) < e * d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6206
      using cf[unfolded cauchy o_def dist_norm, THEN spec[where x="e*d"]] and e and mult_pos_pos[of e d] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6207
    { fix n assume "n\<ge>N"
45270
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  6208
      have "e * norm (x n - x N) \<le> norm (f (x n - x N))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6209
        using subspace_sub[OF s, of "x n" "x N"] using xs[THEN spec[where x=N]] and xs[THEN spec[where x=n]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6210
        using normf[THEN bspec[where x="x n - x N"]] by auto
45270
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  6211
      also have "norm (f (x n - x N)) < e * d"
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  6212
        using `N \<le> n` N unfolding f.diff[THEN sym] by auto
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  6213
      finally have "norm (x n - x N) < d" using `e>0` by simp }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6214
    hence "\<exists>N. \<forall>n\<ge>N. norm (x n - x N) < d" by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6215
  thus ?thesis unfolding cauchy and dist_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6216
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6217
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6218
lemma complete_isometric_image:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6219
  fixes f :: "'a::euclidean_space => 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6220
  assumes "0 < e" and s:"subspace s" and f:"bounded_linear f" and normf:"\<forall>x\<in>s. norm(f x) \<ge> e * norm(x)" and cs:"complete s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6221
  shows "complete(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6222
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6223
  { fix g assume as:"\<forall>n::nat. g n \<in> f ` s" and cfg:"Cauchy g"
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  6224
    then obtain x where "\<forall>n. x n \<in> s \<and> g n = f (x n)" 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6225
      using choice[of "\<lambda> n xa. xa \<in> s \<and> g n = f xa"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6226
    hence x:"\<forall>n. x n \<in> s"  "\<forall>n. g n = f (x n)" by auto
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  6227
    hence "f \<circ> x = g" unfolding fun_eq_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6228
    then obtain l where "l\<in>s" and l:"(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6229
      using cs[unfolded complete_def, THEN spec[where x="x"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6230
      using cauchy_isometric[OF `0<e` s f normf] and cfg and x(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6231
    hence "\<exists>l\<in>f ` s. (g ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6232
      using linear_continuous_at[OF f, unfolded continuous_at_sequentially, THEN spec[where x=x], of l]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6233
      unfolding `f \<circ> x = g` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6234
  thus ?thesis unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6235
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6236
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6237
lemma injective_imp_isometric: fixes f::"'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6238
  assumes s:"closed s"  "subspace s"  and f:"bounded_linear f" "\<forall>x\<in>s. (f x = 0) \<longrightarrow> (x = 0)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6239
  shows "\<exists>e>0. \<forall>x\<in>s. norm (f x) \<ge> e * norm(x)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6240
proof(cases "s \<subseteq> {0::'a}")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6241
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6242
  { fix x assume "x \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6243
    hence "x = 0" using True by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6244
    hence "norm x \<le> norm (f x)" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6245
  thus ?thesis by(auto intro!: exI[where x=1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6246
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6247
  interpret f: bounded_linear f by fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6248
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6249
  then obtain a where a:"a\<noteq>0" "a\<in>s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6250
  from False have "s \<noteq> {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6251
  let ?S = "{f x| x. (x \<in> s \<and> norm x = norm a)}"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6252
  let ?S' = "{x::'a. x\<in>s \<and> norm x = norm a}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6253
  let ?S'' = "{x::'a. norm x = norm a}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6254
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  6255
  have "?S'' = frontier(cball 0 (norm a))" unfolding frontier_cball and dist_norm by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6256
  hence "compact ?S''" using compact_frontier[OF compact_cball, of 0 "norm a"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6257
  moreover have "?S' = s \<inter> ?S''" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6258
  ultimately have "compact ?S'" using closed_inter_compact[of s ?S''] using s(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6259
  moreover have *:"f ` ?S' = ?S" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6260
  ultimately have "compact ?S" using compact_continuous_image[OF linear_continuous_on[OF f(1)], of ?S'] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6261
  hence "closed ?S" using compact_imp_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6262
  moreover have "?S \<noteq> {}" using a by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6263
  ultimately obtain b' where "b'\<in>?S" "\<forall>y\<in>?S. norm b' \<le> norm y" using distance_attains_inf[of ?S 0] unfolding dist_0_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6264
  then obtain b where "b\<in>s" and ba:"norm b = norm a" and b:"\<forall>x\<in>{x \<in> s. norm x = norm a}. norm (f b) \<le> norm (f x)" unfolding *[THEN sym] unfolding image_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6265
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6266
  let ?e = "norm (f b) / norm b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6267
  have "norm b > 0" using ba and a and norm_ge_zero by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6268
  moreover have "norm (f b) > 0" using f(2)[THEN bspec[where x=b], OF `b\<in>s`] using `norm b >0` unfolding zero_less_norm_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6269
  ultimately have "0 < norm (f b) / norm b" by(simp only: divide_pos_pos)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6270
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6271
  { fix x assume "x\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6272
    hence "norm (f b) / norm b * norm x \<le> norm (f x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6273
    proof(cases "x=0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6274
      case True thus "norm (f b) / norm b * norm x \<le> norm (f x)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6275
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6276
      case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6277
      hence *:"0 < norm a / norm x" using `a\<noteq>0` unfolding zero_less_norm_iff[THEN sym] by(simp only: divide_pos_pos)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6278
      have "\<forall>c. \<forall>x\<in>s. c *\<^sub>R x \<in> s" using s[unfolded subspace_def] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6279
      hence "(norm a / norm x) *\<^sub>R x \<in> {x \<in> s. norm x = norm a}" using `x\<in>s` and `x\<noteq>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6280
      thus "norm (f b) / norm b * norm x \<le> norm (f x)" using b[THEN bspec[where x="(norm a / norm x) *\<^sub>R x"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6281
        unfolding f.scaleR and ba using `x\<noteq>0` `a\<noteq>0`
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6282
        by (auto simp add: mult_commute pos_le_divide_eq pos_divide_le_eq)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6283
    qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6284
  ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6285
  show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6286
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6287
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6288
lemma closed_injective_image_subspace:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6289
  fixes f :: "'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6290
  assumes "subspace s" "bounded_linear f" "\<forall>x\<in>s. f x = 0 --> x = 0" "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6291
  shows "closed(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6292
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6293
  obtain e where "e>0" and e:"\<forall>x\<in>s. e * norm x \<le> norm (f x)" using injective_imp_isometric[OF assms(4,1,2,3)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6294
  show ?thesis using complete_isometric_image[OF `e>0` assms(1,2) e] and assms(4)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6295
    unfolding complete_eq_closed[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6296
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6297
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6298
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6299
subsection {* Some properties of a canonical subspace *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6300
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6301
lemma subspace_substandard:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6302
  "subspace {x::'a::euclidean_space. (\<forall>i\<in>Basis. P i \<longrightarrow> x\<bullet>i = 0)}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6303
  unfolding subspace_def by (auto simp: inner_add_left)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6304
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6305
lemma closed_substandard:
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6306
 "closed {x::'a::euclidean_space. \<forall>i\<in>Basis. P i --> x\<bullet>i = 0}" (is "closed ?A")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6307
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6308
  let ?D = "{i\<in>Basis. P i}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6309
  have "closed (\<Inter>i\<in>?D. {x::'a. x\<bullet>i = 0})"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  6310
    by (simp add: closed_INT closed_Collect_eq)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6311
  also have "(\<Inter>i\<in>?D. {x::'a. x\<bullet>i = 0}) = ?A"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  6312
    by auto
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  6313
  finally show "closed ?A" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6314
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6315
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6316
lemma dim_substandard: assumes d: "d \<subseteq> Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6317
  shows "dim {x::'a::euclidean_space. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x\<bullet>i = 0} = card d" (is "dim ?A = _")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6318
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6319
  let ?D = "Basis :: 'a set"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6320
  have "d \<subseteq> ?A" using d by (auto simp: inner_Basis)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6321
  moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6322
  { fix x::"'a" assume "x \<in> ?A"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6323
    hence "finite d" "x \<in> ?A" using assms by(auto intro: finite_subset[OF _ finite_Basis])
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6324
    from this d have "x \<in> span d"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6325
    proof(induct d arbitrary: x)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6326
      case empty hence "x=0" apply(rule_tac euclidean_eqI) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6327
      thus ?case using subspace_0[OF subspace_span[of "{}"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6328
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6329
      case (insert k F)
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6330
      hence *:"\<forall>i\<in>Basis. i \<notin> insert k F \<longrightarrow> x \<bullet> i = 0" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6331
      have **:"F \<subseteq> insert k F" by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6332
      def y \<equiv> "x - (x\<bullet>k) *\<^sub>R k"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6333
      have y:"x = y + (x\<bullet>k) *\<^sub>R k" unfolding y_def by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6334
      { fix i assume i': "i \<notin> F" "i \<in> Basis"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6335
        hence "y \<bullet> i = 0" unfolding y_def 
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6336
          using *[THEN bspec[where x=i]] insert by (auto simp: inner_simps inner_Basis) }
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6337
      hence "y \<in> span F" using insert by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6338
      hence "y \<in> span (insert k F)"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6339
        using span_mono[of F "insert k F"] using assms by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6340
      moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6341
      have "k \<in> span (insert k F)" by(rule span_superset, auto)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6342
      hence "(x\<bullet>k) *\<^sub>R k \<in> span (insert k F)"
36593
fb69c8cd27bd define linear algebra concepts using scaleR instead of (op *s); generalized many lemmas, though a few theorems that used to work on type int^'n are a bit less general
huffman
parents: 36590
diff changeset
  6343
        using span_mul by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6344
      ultimately
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6345
      have "y + (x\<bullet>k) *\<^sub>R k \<in> span (insert k F)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6346
        using span_add by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6347
      thus ?case using y by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6348
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6349
  }
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6350
  hence "?A \<subseteq> span d" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6351
  moreover
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6352
  { fix x assume "x \<in> d" hence "x \<in> ?D" using assms by auto  }
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6353
  hence "independent d" using independent_mono[OF independent_Basis, of d] and assms by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6354
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6355
  have "d \<subseteq> ?D" unfolding subset_eq using assms by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6356
  ultimately show ?thesis using dim_unique[of d ?A] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6357
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6358
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6359
text{* Hence closure and completeness of all subspaces.                          *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6360
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6361
lemma ex_card: assumes "n \<le> card A" shows "\<exists>S\<subseteq>A. card S = n"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6362
proof cases
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6363
  assume "finite A"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6364
  from ex_bij_betw_nat_finite[OF this] guess f ..
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6365
  moreover with `n \<le> card A` have "{..< n} \<subseteq> {..< card A}" "inj_on f {..< n}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6366
    by (auto simp: bij_betw_def intro: subset_inj_on)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6367
  ultimately have "f ` {..< n} \<subseteq> A" "card (f ` {..< n}) = n"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6368
    by (auto simp: bij_betw_def card_image)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6369
  then show ?thesis by blast
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6370
next
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6371
  assume "\<not> finite A" with `n \<le> card A` show ?thesis by force
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6372
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6373
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6374
lemma closed_subspace: fixes s::"('a::euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6375
  assumes "subspace s" shows "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6376
proof-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6377
  have "dim s \<le> card (Basis :: 'a set)" using dim_subset_UNIV by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6378
  with ex_card[OF this] obtain d :: "'a set" where t: "card d = dim s" and d: "d \<subseteq> Basis" by auto
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6379
  let ?t = "{x::'a. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x\<bullet>i = 0}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6380
  have "\<exists>f. linear f \<and> f ` {x::'a. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x \<bullet> i = 0} = s \<and>
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6381
      inj_on f {x::'a. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x \<bullet> i = 0}"
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6382
    using dim_substandard[of d] t d assms
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6383
    by (intro subspace_isomorphism[OF subspace_substandard[of "\<lambda>i. i \<notin> d"]]) (auto simp: inner_Basis)
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6384
  then guess f by (elim exE conjE) note f = this
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6385
  interpret f: bounded_linear f using f unfolding linear_conv_bounded_linear by auto
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6386
  { fix x have "x\<in>?t \<Longrightarrow> f x = 0 \<Longrightarrow> x = 0" using f.zero d f(3)[THEN inj_onD, of x 0] by auto }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6387
  moreover have "closed ?t" using closed_substandard .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6388
  moreover have "subspace ?t" using subspace_substandard .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6389
  ultimately show ?thesis using closed_injective_image_subspace[of ?t f]
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6390
    unfolding f(2) using f(1) unfolding linear_conv_bounded_linear by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6391
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6392
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6393
lemma complete_subspace:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6394
  fixes s :: "('a::euclidean_space) set" shows "subspace s ==> complete s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6395
  using complete_eq_closed closed_subspace
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6396
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6397
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6398
lemma dim_closure:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6399
  fixes s :: "('a::euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6400
  shows "dim(closure s) = dim s" (is "?dc = ?d")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6401
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6402
  have "?dc \<le> ?d" using closure_minimal[OF span_inc, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6403
    using closed_subspace[OF subspace_span, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6404
    using dim_subset[of "closure s" "span s"] unfolding dim_span by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6405
  thus ?thesis using dim_subset[OF closure_subset, of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6406
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6407
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6408
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6409
subsection {* Affine transformations of intervals *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6410
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6411
lemma real_affinity_le:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6412
 "0 < (m::'a::linordered_field) ==> (m * x + c \<le> y \<longleftrightarrow> x \<le> inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6413
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6414
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6415
lemma real_le_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6416
 "0 < (m::'a::linordered_field) ==> (y \<le> m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) \<le> x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6417
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6418
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6419
lemma real_affinity_lt:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6420
 "0 < (m::'a::linordered_field) ==> (m * x + c < y \<longleftrightarrow> x < inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6421
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6422
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6423
lemma real_lt_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6424
 "0 < (m::'a::linordered_field) ==> (y < m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) < x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6425
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6426
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6427
lemma real_affinity_eq:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6428
 "(m::'a::linordered_field) \<noteq> 0 ==> (m * x + c = y \<longleftrightarrow> x = inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6429
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6430
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6431
lemma real_eq_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  6432
 "(m::'a::linordered_field) \<noteq> 0 ==> (y = m * x + c  \<longleftrightarrow> inverse(m) * y + -(c / m) = x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6433
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6434
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6435
lemma image_affinity_interval: fixes m::real
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6436
  fixes a b c :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6437
  shows "(\<lambda>x. m *\<^sub>R x + c) ` {a .. b} =
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6438
            (if {a .. b} = {} then {}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6439
            else (if 0 \<le> m then {m *\<^sub>R a + c .. m *\<^sub>R b + c}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6440
            else {m *\<^sub>R b + c .. m *\<^sub>R a + c}))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6441
proof(cases "m=0")  
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6442
  { fix x assume "x \<le> c" "c \<le> x"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6443
    hence "x=c" unfolding eucl_le[where 'a='a] apply-
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6444
      apply(subst euclidean_eq_iff) by (auto intro: order_antisym) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6445
  moreover case True
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6446
  moreover have "c \<in> {m *\<^sub>R a + c..m *\<^sub>R b + c}" unfolding True by(auto simp add: eucl_le[where 'a='a])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6447
  ultimately show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6448
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6449
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6450
  { fix y assume "a \<le> y" "y \<le> b" "m > 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6451
    hence "m *\<^sub>R a + c \<le> m *\<^sub>R y + c"  "m *\<^sub>R y + c \<le> m *\<^sub>R b + c"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6452
      unfolding eucl_le[where 'a='a] by (auto simp: inner_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6453
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6454
  { fix y assume "a \<le> y" "y \<le> b" "m < 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6455
    hence "m *\<^sub>R b + c \<le> m *\<^sub>R y + c"  "m *\<^sub>R y + c \<le> m *\<^sub>R a + c"
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6456
      unfolding eucl_le[where 'a='a] by(auto simp add: mult_left_mono_neg inner_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6457
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6458
  { fix y assume "m > 0"  "m *\<^sub>R a + c \<le> y"  "y \<le> m *\<^sub>R b + c"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6459
    hence "y \<in> (\<lambda>x. m *\<^sub>R x + c) ` {a..b}"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6460
      unfolding image_iff Bex_def mem_interval eucl_le[where 'a='a]
44516
d9a496ae5d9d move everything related to 'norm' method into new theory file Norm_Arith.thy
huffman
parents: 44457
diff changeset
  6461
      apply (intro exI[where x="(1 / m) *\<^sub>R (y - c)"])
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6462
      by(auto simp add: pos_le_divide_eq pos_divide_le_eq mult_commute diff_le_iff inner_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6463
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6464
  { fix y assume "m *\<^sub>R b + c \<le> y" "y \<le> m *\<^sub>R a + c" "m < 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6465
    hence "y \<in> (\<lambda>x. m *\<^sub>R x + c) ` {a..b}"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6466
      unfolding image_iff Bex_def mem_interval eucl_le[where 'a='a]
44516
d9a496ae5d9d move everything related to 'norm' method into new theory file Norm_Arith.thy
huffman
parents: 44457
diff changeset
  6467
      apply (intro exI[where x="(1 / m) *\<^sub>R (y - c)"])
50526
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6468
      by(auto simp add: neg_le_divide_eq neg_divide_le_eq mult_commute diff_le_iff inner_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6469
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6470
  ultimately show ?thesis using False by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6471
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6472
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  6473
lemma image_smult_interval:"(\<lambda>x. m *\<^sub>R (x::_::ordered_euclidean_space)) ` {a..b} =
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6474
  (if {a..b} = {} then {} else if 0 \<le> m then {m *\<^sub>R a..m *\<^sub>R b} else {m *\<^sub>R b..m *\<^sub>R a})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6475
  using image_affinity_interval[of m 0 a b] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6476
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6477
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6478
subsection {* Banach fixed point theorem (not really topological...) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6479
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6480
lemma banach_fix:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6481
  assumes s:"complete s" "s \<noteq> {}" and c:"0 \<le> c" "c < 1" and f:"(f ` s) \<subseteq> s" and
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6482
          lipschitz:"\<forall>x\<in>s. \<forall>y\<in>s. dist (f x) (f y) \<le> c * dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6483
  shows "\<exists>! x\<in>s. (f x = x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6484
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6485
  have "1 - c > 0" using c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6486
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6487
  from s(2) obtain z0 where "z0 \<in> s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6488
  def z \<equiv> "\<lambda>n. (f ^^ n) z0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6489
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6490
    have "z n \<in> s" unfolding z_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6491
    proof(induct n) case 0 thus ?case using `z0 \<in>s` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6492
    next case Suc thus ?case using f by auto qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6493
  note z_in_s = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6494
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6495
  def d \<equiv> "dist (z 0) (z 1)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6496
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6497
  have fzn:"\<And>n. f (z n) = z (Suc n)" unfolding z_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6498
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6499
    have "dist (z n) (z (Suc n)) \<le> (c ^ n) * d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6500
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6501
      case 0 thus ?case unfolding d_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6502
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6503
      case (Suc m)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6504
      hence "c * dist (z m) (z (Suc m)) \<le> c ^ Suc m * d"
38642
8fa437809c67 dropped type classes mult_mono and mult_mono1; tuned names of technical rule duplicates
haftmann
parents: 37732
diff changeset
  6505
        using `0 \<le> c` using mult_left_mono[of "dist (z m) (z (Suc m))" "c ^ m * d" c] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6506
      thus ?case using lipschitz[THEN bspec[where x="z m"], OF z_in_s, THEN bspec[where x="z (Suc m)"], OF z_in_s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6507
        unfolding fzn and mult_le_cancel_left by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6508
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6509
  } note cf_z = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6510
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6511
  { fix n m::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6512
    have "(1 - c) * dist (z m) (z (m+n)) \<le> (c ^ m) * d * (1 - c ^ n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6513
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6514
      case 0 show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6515
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6516
      case (Suc k)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6517
      have "(1 - c) * dist (z m) (z (m + Suc k)) \<le> (1 - c) * (dist (z m) (z (m + k)) + dist (z (m + k)) (z (Suc (m + k))))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6518
        using dist_triangle and c by(auto simp add: dist_triangle)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6519
      also have "\<dots> \<le> (1 - c) * (dist (z m) (z (m + k)) + c ^ (m + k) * d)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6520
        using cf_z[of "m + k"] and c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6521
      also have "\<dots> \<le> c ^ m * d * (1 - c ^ k) + (1 - c) * c ^ (m + k) * d"
36350
bc7982c54e37 dropped group_simps, ring_simps, field_eq_simps
haftmann
parents: 36336
diff changeset
  6522
        using Suc by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6523
      also have "\<dots> = (c ^ m) * (d * (1 - c ^ k) + (1 - c) * c ^ k * d)"
36350
bc7982c54e37 dropped group_simps, ring_simps, field_eq_simps
haftmann
parents: 36336
diff changeset
  6524
        unfolding power_add by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6525
      also have "\<dots> \<le> (c ^ m) * d * (1 - c ^ Suc k)"
36350
bc7982c54e37 dropped group_simps, ring_simps, field_eq_simps
haftmann
parents: 36336
diff changeset
  6526
        using c by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6527
      finally show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6528
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6529
  } note cf_z2 = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6530
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6531
    hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (z m) (z n) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6532
    proof(cases "d = 0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6533
      case True
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
  6534
      have *: "\<And>x. ((1 - c) * x \<le> 0) = (x \<le> 0)" using `1 - c > 0`
45051
c478d1876371 discontinued legacy theorem names from RealDef.thy
huffman
parents: 45031
diff changeset
  6535
        by (metis mult_zero_left mult_commute real_mult_le_cancel_iff1)
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
  6536
      from True have "\<And>n. z n = z0" using cf_z2[of 0] and c unfolding z_def
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
  6537
        by (simp add: *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6538
      thus ?thesis using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6539
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6540
      case False hence "d>0" unfolding d_def using zero_le_dist[of "z 0" "z 1"]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6541
        by (metis False d_def less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6542
      hence "0 < e * (1 - c) / d" using `e>0` and `1-c>0`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6543
        using divide_pos_pos[of "e * (1 - c)" d] and mult_pos_pos[of e "1 - c"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6544
      then obtain N where N:"c ^ N < e * (1 - c) / d" using real_arch_pow_inv[of "e * (1 - c) / d" c] and c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6545
      { fix m n::nat assume "m>n" and as:"m\<ge>N" "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6546
        have *:"c ^ n \<le> c ^ N" using `n\<ge>N` and c using power_decreasing[OF `n\<ge>N`, of c] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6547
        have "1 - c ^ (m - n) > 0" using c and power_strict_mono[of c 1 "m - n"] using `m>n` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6548
        hence **:"d * (1 - c ^ (m - n)) / (1 - c) > 0"
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6549
          using mult_pos_pos[OF `d>0`, of "1 - c ^ (m - n)"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6550
          using divide_pos_pos[of "d * (1 - c ^ (m - n))" "1 - c"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6551
          using `0 < 1 - c` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6552
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6553
        have "dist (z m) (z n) \<le> c ^ n * d * (1 - c ^ (m - n)) / (1 - c)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6554
          using cf_z2[of n "m - n"] and `m>n` unfolding pos_le_divide_eq[OF `1-c>0`]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6555
          by (auto simp add: mult_commute dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6556
        also have "\<dots> \<le> c ^ N * d * (1 - c ^ (m - n)) / (1 - c)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6557
          using mult_right_mono[OF * order_less_imp_le[OF **]]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6558
          unfolding mult_assoc by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6559
        also have "\<dots> < (e * (1 - c) / d) * d * (1 - c ^ (m - n)) / (1 - c)"
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6560
          using mult_strict_right_mono[OF N **] unfolding mult_assoc by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6561
        also have "\<dots> = e * (1 - c ^ (m - n))" using c and `d>0` and `1 - c > 0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6562
        also have "\<dots> \<le> e" using c and `1 - c ^ (m - n) > 0` and `e>0` using mult_right_le_one_le[of e "1 - c ^ (m - n)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6563
        finally have  "dist (z m) (z n) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6564
      } note * = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6565
      { fix m n::nat assume as:"N\<le>m" "N\<le>n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6566
        hence "dist (z n) (z m) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6567
        proof(cases "n = m")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6568
          case True thus ?thesis using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6569
        next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6570
          case False thus ?thesis using as and *[of n m] *[of m n] unfolding nat_neq_iff by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6571
        qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6572
      thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6573
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6574
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6575
  hence "Cauchy z" unfolding cauchy_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6576
  then obtain x where "x\<in>s" and x:"(z ---> x) sequentially" using s(1)[unfolded compact_def complete_def, THEN spec[where x=z]] and z_in_s by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6577
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6578
  def e \<equiv> "dist (f x) x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6579
  have "e = 0" proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6580
    assume "e \<noteq> 0" hence "e>0" unfolding e_def using zero_le_dist[of "f x" x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6581
      by (metis dist_eq_0_iff dist_nz e_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6582
    then obtain N where N:"\<forall>n\<ge>N. dist (z n) x < e / 2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  6583
      using x[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6584
    hence N':"dist (z N) x < e / 2" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6585
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6586
    have *:"c * dist (z N) x \<le> dist (z N) x" unfolding mult_le_cancel_right2
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6587
      using zero_le_dist[of "z N" x] and c
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6588
      by (metis dist_eq_0_iff dist_nz order_less_asym less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6589
    have "dist (f (z N)) (f x) \<le> c * dist (z N) x" using lipschitz[THEN bspec[where x="z N"], THEN bspec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6590
      using z_in_s[of N] `x\<in>s` using c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6591
    also have "\<dots> < e / 2" using N' and c using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6592
    finally show False unfolding fzn
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6593
      using N[THEN spec[where x="Suc N"]] and dist_triangle_half_r[of "z (Suc N)" "f x" e x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6594
      unfolding e_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6595
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6596
  hence "f x = x" unfolding e_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6597
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6598
  { fix y assume "f y = y" "y\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6599
    hence "dist x y \<le> c * dist x y" using lipschitz[THEN bspec[where x=x], THEN bspec[where x=y]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6600
      using `x\<in>s` and `f x = x` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6601
    hence "dist x y = 0" unfolding mult_le_cancel_right1
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6602
      using c and zero_le_dist[of x y] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6603
    hence "y = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6604
  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  6605
  ultimately show ?thesis using `x\<in>s` by blast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6606
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6607
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6608
subsection {* Edelstein fixed point theorem *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6609
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6610
lemma edelstein_fix:
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6611
  fixes s :: "'a::metric_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6612
  assumes s:"compact s" "s \<noteq> {}" and gs:"(g ` s) \<subseteq> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6613
      and dist:"\<forall>x\<in>s. \<forall>y\<in>s. x \<noteq> y \<longrightarrow> dist (g x) (g y) < dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6614
  shows "\<exists>! x\<in>s. g x = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6615
proof(cases "\<exists>x\<in>s. g x \<noteq> x")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6616
  obtain x where "x\<in>s" using s(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6617
  case False hence g:"\<forall>x\<in>s. g x = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6618
  { fix y assume "y\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6619
    hence "x = y" using `x\<in>s` and dist[THEN bspec[where x=x], THEN bspec[where x=y]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6620
      unfolding g[THEN bspec[where x=x], OF `x\<in>s`]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6621
      unfolding g[THEN bspec[where x=y], OF `y\<in>s`] by auto  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  6622
  thus ?thesis using `x\<in>s` and g by blast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6623
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6624
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6625
  then obtain x where [simp]:"x\<in>s" and "g x \<noteq> x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6626
  { fix x y assume "x \<in> s" "y \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6627
    hence "dist (g x) (g y) \<le> dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6628
      using dist[THEN bspec[where x=x], THEN bspec[where x=y]] by auto } note dist' = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6629
  def y \<equiv> "g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6630
  have [simp]:"y\<in>s" unfolding y_def using gs[unfolded image_subset_iff] and `x\<in>s` by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6631
  def f \<equiv> "\<lambda>n. g ^^ n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6632
  have [simp]:"\<And>n z. g (f n z) = f (Suc n) z" unfolding f_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6633
  have [simp]:"\<And>z. f 0 z = z" unfolding f_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6634
  { fix n::nat and z assume "z\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6635
    have "f n z \<in> s" unfolding f_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6636
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6637
      case 0 thus ?case using `z\<in>s` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6638
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6639
      case (Suc n) thus ?case using gs[unfolded image_subset_iff] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6640
    qed } note fs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6641
  { fix m n ::nat assume "m\<le>n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6642
    fix w z assume "w\<in>s" "z\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6643
    have "dist (f n w) (f n z) \<le> dist (f m w) (f m z)" using `m\<le>n`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6644
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6645
      case 0 thus ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6646
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6647
      case (Suc n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6648
      thus ?case proof(cases "m\<le>n")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6649
        case True thus ?thesis using Suc(1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6650
          using dist'[OF fs fs, OF `w\<in>s` `z\<in>s`, of n n] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6651
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6652
        case False hence mn:"m = Suc n" using Suc(2) by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6653
        show ?thesis unfolding mn  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6654
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6655
    qed } note distf = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6656
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6657
  def h \<equiv> "\<lambda>n. (f n x, f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6658
  let ?s2 = "s \<times> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6659
  obtain l r where "l\<in>?s2" and r:"subseq r" and lr:"((h \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6660
    using compact_Times [OF s(1) s(1), unfolded compact_def, THEN spec[where x=h]] unfolding  h_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6661
    using fs[OF `x\<in>s`] and fs[OF `y\<in>s`] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6662
  def a \<equiv> "fst l" def b \<equiv> "snd l"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6663
  have lab:"l = (a, b)" unfolding a_def b_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6664
  have [simp]:"a\<in>s" "b\<in>s" unfolding a_def b_def using `l\<in>?s2` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6665
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6666
  have lima:"((fst \<circ> (h \<circ> r)) ---> a) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6667
   and limb:"((snd \<circ> (h \<circ> r)) ---> b) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6668
    using lr
44167
e81d676d598e avoid duplicate rule warnings
huffman
parents: 44139
diff changeset
  6669
    unfolding o_def a_def b_def by (rule tendsto_intros)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6670
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6671
  { fix n::nat
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6672
    have *:"\<And>fx fy (x::'a) y. dist fx fy \<le> dist x y \<Longrightarrow> \<not> (\<bar>dist fx fy - dist a b\<bar> < dist a b - dist x y)" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6673
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6674
    { assume as:"dist a b > dist (f n x) (f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6675
      then obtain Na Nb where "\<forall>m\<ge>Na. dist (f (r m) x) a < (dist a b - dist (f n x) (f n y)) / 2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6676
        and "\<forall>m\<ge>Nb. dist (f (r m) y) b < (dist a b - dist (f n x) (f n y)) / 2"
47108
2a1953f0d20d merged fork with new numeral representation (see NEWS)
huffman
parents: 46887
diff changeset
  6677
        using lima limb unfolding h_def LIMSEQ_def by (fastforce simp del: less_divide_eq_numeral1)
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6678
      hence "\<bar>dist (f (r (Na + Nb + n)) x) (f (r (Na + Nb + n)) y) - dist a b\<bar> < dist a b - dist (f n x) (f n y)"
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6679
        apply -
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6680
        apply (drule_tac x="Na+Nb+n" in spec, drule mp, simp)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6681
        apply (drule_tac x="Na+Nb+n" in spec, drule mp, simp)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6682
        apply (drule (1) add_strict_mono, simp only: real_sum_of_halves)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6683
        apply (erule le_less_trans [rotated])
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6684
        apply (erule thin_rl)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6685
        apply (rule abs_leI)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6686
        apply (simp add: diff_le_iff add_assoc)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6687
        apply (rule order_trans [OF dist_triangle add_left_mono])
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6688
        apply (subst add_commute, rule dist_triangle2)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6689
        apply (simp add: diff_le_iff add_assoc)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6690
        apply (rule order_trans [OF dist_triangle3 add_left_mono])
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6691
        apply (subst add_commute, rule dist_triangle)
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6692
        done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6693
      moreover
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6694
      have "\<bar>dist (f (r (Na + Nb + n)) x) (f (r (Na + Nb + n)) y) - dist a b\<bar> \<ge> dist a b - dist (f n x) (f n y)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6695
        using distf[of n "r (Na+Nb+n)", OF _ `x\<in>s` `y\<in>s`]
50937
d249ef928ae1 removed subseq_bigger (replaced by seq_suble)
hoelzl
parents: 50936
diff changeset
  6696
        using seq_suble[OF r, of "Na+Nb+n"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6697
        using *[of "f (r (Na + Nb + n)) x" "f (r (Na + Nb + n)) y" "f n x" "f n y"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6698
      ultimately have False by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6699
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6700
    hence "dist a b \<le> dist (f n x) (f n y)" by(rule ccontr)auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6701
  note ab_fn = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6702
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6703
  have [simp]:"a = b" proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6704
    def e \<equiv> "dist a b - dist (g a) (g b)"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  6705
    assume "a\<noteq>b" hence "e > 0" unfolding e_def using dist by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6706
    hence "\<exists>n. dist (f n x) a < e/2 \<and> dist (f n y) b < e/2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  6707
      using lima limb unfolding LIMSEQ_def
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  6708
      apply (auto elim!: allE[where x="e/2"]) apply(rename_tac N N', rule_tac x="r (max N N')" in exI) unfolding h_def by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6709
    then obtain n where n:"dist (f n x) a < e/2 \<and> dist (f n y) b < e/2" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6710
    have "dist (f (Suc n) x) (g a) \<le> dist (f n x) a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6711
      using dist[THEN bspec[where x="f n x"], THEN bspec[where x="a"]] and fs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6712
    moreover have "dist (f (Suc n) y) (g b) \<le> dist (f n y) b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6713
      using dist[THEN bspec[where x="f n y"], THEN bspec[where x="b"]] and fs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6714
    ultimately have "dist (f (Suc n) x) (g a) + dist (f (Suc n) y) (g b) < e" using n by auto
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6715
    thus False unfolding e_def using ab_fn[of "Suc n"]
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6716
      using dist_triangle2 [of "f (Suc n) y" "g a" "g b"]
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6717
      using dist_triangle2 [of "f (Suc n) x" "f (Suc n) y" "g a"]
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6718
      by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6719
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6720
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6721
  have [simp]:"\<And>n. f (Suc n) x = f n y" unfolding f_def y_def by(induct_tac n)auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6722
  { fix x y assume "x\<in>s" "y\<in>s" moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6723
    fix e::real assume "e>0" ultimately
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  6724
    have "dist y x < e \<longrightarrow> dist (g y) (g x) < e" using dist by fastforce }
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  6725
  hence "continuous_on s g" unfolding continuous_on_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6726
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6727
  hence "((snd \<circ> h \<circ> r) ---> g a) sequentially" unfolding continuous_on_sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6728
    apply (rule allE[where x="\<lambda>n. (fst \<circ> h \<circ> r) n"]) apply (erule ballE[where x=a])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6729
    using lima unfolding h_def o_def using fs[OF `x\<in>s`] by (auto simp add: y_def)
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  6730
  hence "g a = a" using tendsto_unique[OF trivial_limit_sequentially limb, of "g a"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6731
    unfolding `a=b` and o_assoc by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6732
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6733
  { fix x assume "x\<in>s" "g x = x" "x\<noteq>a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6734
    hence "False" using dist[THEN bspec[where x=a], THEN bspec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6735
      using `g a = a` and `a\<in>s` by auto  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  6736
  ultimately show "\<exists>!x\<in>s. g x = x" using `a\<in>s` by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6737
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6738
44131
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  6739
declare tendsto_const [intro] (* FIXME: move *)
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  6740
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6741
end