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/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 \<circ> r) ----> l"
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  by (rule LIMSEQ_subseq_LIMSEQ)
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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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lemma Lim_within_open:
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  fixes f :: "'a::topological_space \<Rightarrow> 'b::topological_space"
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  shows "a \<in> S \<Longrightarrow> open S \<Longrightarrow> (f ---> l)(at a within S) \<longleftrightarrow> (f ---> l)(at a)"
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  by (fact tendsto_within_open)
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lemma continuous_on_union:
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  "closed s \<Longrightarrow> closed t \<Longrightarrow> continuous_on s f \<Longrightarrow> continuous_on t f \<Longrightarrow> continuous_on (s \<union> t) f"
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  by (fact continuous_on_closed_Un)
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lemma continuous_on_cases:
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  "closed s \<Longrightarrow> closed t \<Longrightarrow> continuous_on s f \<Longrightarrow> continuous_on t g \<Longrightarrow>
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    \<forall>x. (x\<in>s \<and> \<not> P x) \<or> (x \<in> t \<and> P x) \<longrightarrow> f x = g x \<Longrightarrow>
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    continuous_on (s \<union> t) (\<lambda>x. if P x then f x else g x)"
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  by (rule continuous_on_If) auto
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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 \<longleftrightarrow>
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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:
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  "topological_basis B \<longleftrightarrow> (\<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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  then have "(\<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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  then show "\<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"
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    using assms unfolding topological_basis_def
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  proof safe
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    fix O' :: "'a set"
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    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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    then show "\<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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    and "\<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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    and "open O'"
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    and "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'"
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    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'"
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    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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    and "X \<in> B"
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  shows "open X"
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  using assms by (simp add: topological_basis_def)
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lemma topological_basis_imp_subbasis:
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  assumes B: "topological_basis B"
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  shows "open = generate_topology B"
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proof (intro ext iffI)
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  fix S :: "'a set"
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  assume "open S"
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  with B obtain B' where "B' \<subseteq> B" "S = \<Union>B'"
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    unfolding topological_basis_def by blast
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  then show "generate_topology B S"
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    by (auto intro: generate_topology.intros dest: topological_basis_open)
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next
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  fix S :: "'a set"
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  assume "generate_topology B S"
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  then show "open S"
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    by induct (auto dest: topological_basis_open[OF B])
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qed
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lemma basis_dense:
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  fixes B :: "'a set set"
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    and f :: "'a set \<Rightarrow> 'a"
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  assumes "topological_basis B"
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    and 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"
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  assume "open X" and "X \<noteq> {}"
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  from topological_basisE[OF `topological_basis B` `open X` choosefrom_basis[OF `X \<noteq> {}`]]
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  obtain B' where "B' \<in> B" "f X \<in> B'" "B' \<subseteq> X" .
53255
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   148
  then show "\<exists>B'\<in>B. f B' \<in> X"
addd7b9b2bff tuned proofs;
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   149
    by (auto intro!: choosefrom_basis)
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qed
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   151
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end
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lemma topological_basis_prod:
53255
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  assumes A: "topological_basis A"
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    and B: "topological_basis B"
50882
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  shows "topological_basis ((\<lambda>(a, b). a \<times> b) ` (A \<times> B))"
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   158
  unfolding topological_basis_def
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   159
proof (safe, simp_all del: ex_simps add: subset_image_iff ex_simps(1)[symmetric])
53255
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   160
  fix S :: "('a \<times> 'b) set"
addd7b9b2bff tuned proofs;
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   161
  assume "open S"
50882
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   162
  then show "\<exists>X\<subseteq>A \<times> B. (\<Union>(a,b)\<in>X. a \<times> b) = S"
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   163
  proof (safe intro!: exI[of _ "{x\<in>A \<times> B. fst x \<times> snd x \<subseteq> S}"])
53255
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parents: 53015
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   164
    fix x y
addd7b9b2bff tuned proofs;
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   165
    assume "(x, y) \<in> S"
50882
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   166
    from open_prod_elim[OF `open S` this]
a382bf90867e move prod instantiation of second_countable_topology to its definition
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   167
    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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   168
      by (metis mem_Sigma_iff)
55522
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   169
    moreover
23d2cbac6dce tuned proofs;
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    from A a obtain A0 where "A0 \<in> A" "x \<in> A0" "A0 \<subseteq> a"
23d2cbac6dce tuned proofs;
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   171
      by (rule topological_basisE)
23d2cbac6dce tuned proofs;
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   172
    moreover
23d2cbac6dce tuned proofs;
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   173
    from B b obtain B0 where "B0 \<in> B" "y \<in> B0" "B0 \<subseteq> b"
23d2cbac6dce tuned proofs;
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parents: 55415
diff changeset
   174
      by (rule topological_basisE)
50882
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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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   176
      by (intro UN_I[of "(A0, B0)"]) auto
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   177
  qed auto
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qed (metis A B topological_basis_open open_Times)
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   179
53255
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subsection {* Countable Basis *}
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   183
locale countable_basis =
53640
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  fixes B :: "'a::topological_space set set"
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  assumes is_basis: "topological_basis B"
53282
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   186
    and countable_basis: "countable B"
33175
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parents:
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   187
begin
2083bde13ce1 distinguished session for multivariate analysis
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parents:
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   188
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   189
lemma open_countable_basis_ex:
50087
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   190
  assumes "open X"
50245
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   191
  shows "\<exists>B' \<subseteq> B. X = Union B'"
53255
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   192
  using assms countable_basis is_basis
addd7b9b2bff tuned proofs;
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   193
  unfolding topological_basis_def by blast
50245
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   194
dea9363887a6 based countable topological basis on Countable_Set
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   195
lemma open_countable_basisE:
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   196
  assumes "open X"
dea9363887a6 based countable topological basis on Countable_Set
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   197
  obtains B' where "B' \<subseteq> B" "X = Union B'"
53255
addd7b9b2bff tuned proofs;
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diff changeset
   198
  using assms open_countable_basis_ex
addd7b9b2bff tuned proofs;
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   199
  by (atomize_elim) simp
50245
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   200
dea9363887a6 based countable topological basis on Countable_Set
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   201
lemma countable_dense_exists:
53291
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wenzelm
parents: 53282
diff changeset
   202
  "\<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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diff changeset
   203
proof -
50245
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   204
  let ?f = "(\<lambda>B'. SOME x. x \<in> B')"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   205
  have "countable (?f ` B)" using countable_basis by simp
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   206
  with basis_dense[OF is_basis, of ?f] show ?thesis
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   207
    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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diff changeset
   208
qed
635d73673b5e regularity of measures, therefore:
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   209
635d73673b5e regularity of measures, therefore:
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   210
lemma countable_dense_setE:
50245
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   211
  obtains D :: "'a set"
dea9363887a6 based countable topological basis on Countable_Set
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diff changeset
   212
  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
immler
parents: 50105
diff changeset
   213
  using countable_dense_exists by blast
dea9363887a6 based countable topological basis on Countable_Set
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parents: 50105
diff changeset
   214
50087
635d73673b5e regularity of measures, therefore:
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parents: 49962
diff changeset
   215
end
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   216
50883
1421884baf5b introduce first_countable_topology typeclass
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   217
lemma (in first_countable_topology) first_countable_basisE:
1421884baf5b introduce first_countable_topology typeclass
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diff changeset
   218
  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
hoelzl
parents: 50882
diff changeset
   219
    "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> (\<exists>a\<in>A. a \<subseteq> S)"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   220
  using first_countable_basis[of x]
51473
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   221
  apply atomize_elim
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   222
  apply (elim exE)
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   223
  apply (rule_tac x="range A" in exI)
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   224
  apply auto
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   225
  done
50883
1421884baf5b introduce first_countable_topology typeclass
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parents: 50882
diff changeset
   226
51105
a27fcd14c384 fine grained instantiations
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   227
lemma (in first_countable_topology) first_countable_basis_Int_stableE:
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diff changeset
   228
  obtains A where "countable A" "\<And>a. a \<in> A \<Longrightarrow> x \<in> a" "\<And>a. a \<in> A \<Longrightarrow> open a"
a27fcd14c384 fine grained instantiations
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   229
    "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> (\<exists>a\<in>A. a \<subseteq> S)"
a27fcd14c384 fine grained instantiations
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diff changeset
   230
    "\<And>a b. a \<in> A \<Longrightarrow> b \<in> A \<Longrightarrow> a \<inter> b \<in> A"
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diff changeset
   231
proof atomize_elim
55522
23d2cbac6dce tuned proofs;
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diff changeset
   232
  obtain A' where A':
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   233
    "countable A'"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   234
    "\<And>a. a \<in> A' \<Longrightarrow> x \<in> a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   235
    "\<And>a. a \<in> A' \<Longrightarrow> open a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   236
    "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> \<exists>a\<in>A'. a \<subseteq> S"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   237
    by (rule first_countable_basisE) blast
51105
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immler
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diff changeset
   238
  def A \<equiv> "(\<lambda>N. \<Inter>((\<lambda>n. from_nat_into A' n) ` N)) ` (Collect finite::nat set set)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   239
  then show "\<exists>A. countable A \<and> (\<forall>a. a \<in> A \<longrightarrow> x \<in> a) \<and> (\<forall>a. a \<in> A \<longrightarrow> open a) \<and>
51105
a27fcd14c384 fine grained instantiations
immler
parents: 51103
diff changeset
   240
        (\<forall>S. open S \<longrightarrow> x \<in> S \<longrightarrow> (\<exists>a\<in>A. a \<subseteq> S)) \<and> (\<forall>a b. a \<in> A \<longrightarrow> b \<in> A \<longrightarrow> a \<inter> b \<in> A)"
a27fcd14c384 fine grained instantiations
immler
parents: 51103
diff changeset
   241
  proof (safe intro!: exI[where x=A])
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   242
    show "countable A"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   243
      unfolding A_def by (intro countable_image countable_Collect_finite)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   244
    fix a
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   245
    assume "a \<in> A"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   246
    then show "x \<in> a" "open a"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   247
      using A'(4)[OF open_UNIV] by (auto simp: A_def intro: A' from_nat_into)
51105
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diff changeset
   248
  next
52141
eff000cab70f weaker precendence of syntax for big intersection and union on sets
haftmann
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   249
    let ?int = "\<lambda>N. \<Inter>(from_nat_into A' ` N)"
53255
addd7b9b2bff tuned proofs;
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diff changeset
   250
    fix a b
addd7b9b2bff tuned proofs;
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parents: 53015
diff changeset
   251
    assume "a \<in> A" "b \<in> A"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   252
    then obtain N M where "a = ?int N" "b = ?int M" "finite (N \<union> M)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   253
      by (auto simp: A_def)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   254
    then show "a \<inter> b \<in> A"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   255
      by (auto simp: A_def intro!: image_eqI[where x="N \<union> M"])
51105
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immler
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diff changeset
   256
  next
53255
addd7b9b2bff tuned proofs;
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parents: 53015
diff changeset
   257
    fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   258
    assume "open S" "x \<in> S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
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   259
    then obtain a where a: "a\<in>A'" "a \<subseteq> S" using A' by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
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   260
    then show "\<exists>a\<in>A. a \<subseteq> S" using a A'
51105
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immler
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diff changeset
   261
      by (intro bexI[where x=a]) (auto simp: A_def intro: image_eqI[where x="{to_nat_on A' a}"])
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   262
  qed
a27fcd14c384 fine grained instantiations
immler
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diff changeset
   263
qed
a27fcd14c384 fine grained instantiations
immler
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diff changeset
   264
51473
1210309fddab move first_countable_topology to the HOL image
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diff changeset
   265
lemma (in topological_space) first_countableI:
53255
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   266
  assumes "countable A"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   267
    and 1: "\<And>a. a \<in> A \<Longrightarrow> x \<in> a" "\<And>a. a \<in> A \<Longrightarrow> open a"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   268
    and 2: "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> \<exists>a\<in>A. a \<subseteq> S"
51473
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   269
  shows "\<exists>A::nat \<Rightarrow> 'a set. (\<forall>i. x \<in> A i \<and> open (A i)) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>i. A i \<subseteq> S))"
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   270
proof (safe intro!: exI[of _ "from_nat_into A"])
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   271
  fix i
51473
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hoelzl
parents: 51472
diff changeset
   272
  have "A \<noteq> {}" using 2[of UNIV] by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   273
  show "x \<in> from_nat_into A i" "open (from_nat_into A i)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   274
    using range_from_nat_into_subset[OF `A \<noteq> {}`] 1 by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   275
next
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   276
  fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   277
  assume "open S" "x\<in>S" from 2[OF this]
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   278
  show "\<exists>i. from_nat_into A i \<subseteq> S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   279
    using subset_range_from_nat_into[OF `countable A`] by auto
51473
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   280
qed
51350
490f34774a9a eventually nhds represented using sequentially
hoelzl
parents: 51349
diff changeset
   281
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   282
instance prod :: (first_countable_topology, first_countable_topology) first_countable_topology
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   283
proof
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   284
  fix x :: "'a \<times> 'b"
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   285
  obtain A where A:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   286
      "countable A"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   287
      "\<And>a. a \<in> A \<Longrightarrow> fst x \<in> a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   288
      "\<And>a. a \<in> A \<Longrightarrow> open a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   289
      "\<And>S. open S \<Longrightarrow> fst x \<in> S \<Longrightarrow> \<exists>a\<in>A. a \<subseteq> S"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   290
    by (rule first_countable_basisE[of "fst x"]) blast
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   291
  obtain B where B:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   292
      "countable B"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   293
      "\<And>a. a \<in> B \<Longrightarrow> snd x \<in> a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   294
      "\<And>a. a \<in> B \<Longrightarrow> open a"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   295
      "\<And>S. open S \<Longrightarrow> snd x \<in> S \<Longrightarrow> \<exists>a\<in>B. a \<subseteq> S"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   296
    by (rule first_countable_basisE[of "snd x"]) blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   297
  show "\<exists>A::nat \<Rightarrow> ('a \<times> 'b) set.
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   298
    (\<forall>i. x \<in> A i \<and> open (A i)) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>i. A i \<subseteq> S))"
51473
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   299
  proof (rule first_countableI[of "(\<lambda>(a, b). a \<times> b) ` (A \<times> B)"], safe)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   300
    fix a b
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   301
    assume x: "a \<in> A" "b \<in> B"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
   302
    with A(2, 3)[of a] B(2, 3)[of b] show "x \<in> a \<times> b" and "open (a \<times> b)"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
   303
      unfolding mem_Times_iff
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
   304
      by (auto intro: open_Times)
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   305
  next
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   306
    fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   307
    assume "open S" "x \<in> S"
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   308
    then obtain a' b' where a'b': "open a'" "open b'" "x \<in> a' \<times> b'" "a' \<times> b' \<subseteq> S"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   309
      by (rule open_prod_elim)
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   310
    moreover
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   311
    from a'b' A(4)[of a'] B(4)[of b']
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   312
    obtain a b where "a \<in> A" "a \<subseteq> a'" "b \<in> B" "b \<subseteq> b'"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   313
      by auto
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   314
    ultimately
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   315
    show "\<exists>a\<in>(\<lambda>(a, b). a \<times> b) ` (A \<times> B). a \<subseteq> S"
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   316
      by (auto intro!: bexI[of _ "a \<times> b"] bexI[of _ a] bexI[of _ b])
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   317
  qed (simp add: A B)
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   318
qed
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   319
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
   320
class second_countable_topology = topological_space +
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   321
  assumes ex_countable_subbasis:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   322
    "\<exists>B::'a::topological_space set set. countable B \<and> open = generate_topology B"
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   323
begin
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   324
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   325
lemma ex_countable_basis: "\<exists>B::'a set set. countable B \<and> topological_basis B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   326
proof -
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   327
  from ex_countable_subbasis obtain B where B: "countable B" "open = generate_topology B"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   328
    by blast
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   329
  let ?B = "Inter ` {b. finite b \<and> b \<subseteq> B }"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   330
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   331
  show ?thesis
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   332
  proof (intro exI conjI)
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   333
    show "countable ?B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   334
      by (intro countable_image countable_Collect_finite_subset B)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   335
    {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   336
      fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   337
      assume "open S"
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   338
      then have "\<exists>B'\<subseteq>{b. finite b \<and> b \<subseteq> B}. (\<Union>b\<in>B'. \<Inter>b) = S"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   339
        unfolding B
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   340
      proof induct
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   341
        case UNIV
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   342
        show ?case by (intro exI[of _ "{{}}"]) simp
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   343
      next
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   344
        case (Int a b)
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   345
        then obtain x y where x: "a = UNION x Inter" "\<And>i. i \<in> x \<Longrightarrow> finite i \<and> i \<subseteq> B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   346
          and y: "b = UNION y Inter" "\<And>i. i \<in> y \<Longrightarrow> finite i \<and> i \<subseteq> B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   347
          by blast
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   348
        show ?case
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   349
          unfolding x y Int_UN_distrib2
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   350
          by (intro exI[of _ "{i \<union> j| i j.  i \<in> x \<and> j \<in> y}"]) (auto dest: x(2) y(2))
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   351
      next
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   352
        case (UN K)
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   353
        then have "\<forall>k\<in>K. \<exists>B'\<subseteq>{b. finite b \<and> b \<subseteq> B}. UNION B' Inter = k" by auto
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   354
        then obtain k where
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   355
            "\<forall>ka\<in>K. k ka \<subseteq> {b. finite b \<and> b \<subseteq> B} \<and> UNION (k ka) Inter = ka"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   356
          unfolding bchoice_iff ..
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   357
        then show "\<exists>B'\<subseteq>{b. finite b \<and> b \<subseteq> B}. UNION B' Inter = \<Union>K"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   358
          by (intro exI[of _ "UNION K k"]) auto
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   359
      next
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   360
        case (Basis S)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   361
        then show ?case
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   362
          by (intro exI[of _ "{{S}}"]) auto
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   363
      qed
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   364
      then have "(\<exists>B'\<subseteq>Inter ` {b. finite b \<and> b \<subseteq> B}. \<Union>B' = S)"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   365
        unfolding subset_image_iff by blast }
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   366
    then show "topological_basis ?B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   367
      unfolding topological_space_class.topological_basis_def
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   368
      by (safe intro!: topological_space_class.open_Inter)
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   369
         (simp_all add: B generate_topology.Basis subset_eq)
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   370
  qed
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   371
qed
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   372
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   373
end
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   374
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   375
sublocale second_countable_topology <
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   376
  countable_basis "SOME B. countable B \<and> topological_basis B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   377
  using someI_ex[OF ex_countable_basis]
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   378
  by unfold_locales safe
50094
84ddcf5364b4 allow arbitrary enumerations of basis in locale for generation of borel sets
immler
parents: 50087
diff changeset
   379
50882
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   380
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
   381
proof
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   382
  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
   383
    using ex_countable_basis by auto
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   384
  moreover
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   385
  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
   386
    using ex_countable_basis by auto
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   387
  ultimately show "\<exists>B::('a \<times> 'b) set set. countable B \<and> open = generate_topology B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   388
    by (auto intro!: exI[of _ "(\<lambda>(a, b). a \<times> b) ` (A \<times> B)"] topological_basis_prod
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
   389
      topological_basis_imp_subbasis)
50882
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   390
qed
a382bf90867e move prod instantiation of second_countable_topology to its definition
hoelzl
parents: 50881
diff changeset
   391
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   392
instance second_countable_topology \<subseteq> first_countable_topology
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   393
proof
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   394
  fix x :: 'a
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   395
  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
   396
  then have B: "countable B" "topological_basis B"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   397
    using countable_basis is_basis
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   398
    by (auto simp: countable_basis is_basis)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   399
  then show "\<exists>A::nat \<Rightarrow> 'a set.
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   400
    (\<forall>i. x \<in> A i \<and> open (A i)) \<and> (\<forall>S. open S \<and> x \<in> S \<longrightarrow> (\<exists>i. A i \<subseteq> S))"
51473
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   401
    by (intro first_countableI[of "{b\<in>B. x \<in> b}"])
1210309fddab move first_countable_topology to the HOL image
hoelzl
parents: 51472
diff changeset
   402
       (fastforce simp: topological_space_class.topological_basis_def)+
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   403
qed
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
   404
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   405
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   406
subsection {* Polish spaces *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   407
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   408
text {* Textbooks define Polish spaces as completely metrizable.
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   409
  We assume the topology to be complete for a given metric. *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   410
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
   411
class polish_space = complete_space + second_countable_topology
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   412
44517
68e8eb0ce8aa minimize imports
huffman
parents: 44516
diff changeset
   413
subsection {* General notion of a topology as a value *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   414
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   415
definition "istopology L \<longleftrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   416
  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))"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   417
49834
b27bbb021df1 discontinued obsolete typedef (open) syntax;
wenzelm
parents: 49711
diff changeset
   418
typedef 'a topology = "{L::('a set) \<Rightarrow> bool. istopology L}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   419
  morphisms "openin" "topology"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   420
  unfolding istopology_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   421
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   422
lemma istopology_open_in[intro]: "istopology(openin U)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   423
  using openin[of U] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   424
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   425
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
   426
  using topology_inverse[unfolded mem_Collect_eq] .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   427
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   428
lemma topology_inverse_iff: "istopology U \<longleftrightarrow> openin (topology U) = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   429
  using topology_inverse[of U] istopology_open_in[of "topology U"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   430
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   431
lemma topology_eq: "T1 = T2 \<longleftrightarrow> (\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   432
proof
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   433
  assume "T1 = T2"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   434
  then show "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S" by simp
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   435
next
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   436
  assume H: "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   437
  then have "openin T1 = openin T2" by (simp add: fun_eq_iff)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   438
  then have "topology (openin T1) = topology (openin T2)" by simp
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   439
  then show "T1 = T2" unfolding openin_inverse .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   440
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   441
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   442
text{* Infer the "universe" from union of all sets in the topology. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   443
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
   444
definition "topspace T = \<Union>{S. openin T S}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   445
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   446
subsubsection {* Main properties of open sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   447
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   448
lemma openin_clauses:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   449
  fixes U :: "'a topology"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   450
  shows
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   451
    "openin U {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   452
    "\<And>S T. openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S\<inter>T)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   453
    "\<And>K. (\<forall>S \<in> K. openin U S) \<Longrightarrow> openin U (\<Union>K)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   454
  using openin[of U] unfolding istopology_def mem_Collect_eq by fast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   455
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   456
lemma openin_subset[intro]: "openin U S \<Longrightarrow> S \<subseteq> topspace U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   457
  unfolding topspace_def by blast
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   458
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   459
lemma openin_empty[simp]: "openin U {}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   460
  by (simp add: openin_clauses)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   461
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   462
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
   463
  using openin_clauses by simp
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   464
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   465
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
   466
  using openin_clauses by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   467
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   468
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
   469
  using openin_Union[of "{S,T}" U] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   470
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   471
lemma openin_topspace[intro, simp]: "openin U (topspace U)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   472
  by (simp add: openin_Union topspace_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   473
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   474
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
   475
  (is "?lhs \<longleftrightarrow> ?rhs")
36584
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   476
proof
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   477
  assume ?lhs
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   478
  then show ?rhs by auto
36584
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   479
next
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   480
  assume H: ?rhs
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   481
  let ?t = "\<Union>{T. openin U T \<and> T \<subseteq> S}"
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   482
  have "openin U ?t" by (simp add: openin_Union)
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   483
  also have "?t = S" using H by auto
1535841fc2e9 prove lemma openin_subopen without using choice
huffman
parents: 36442
diff changeset
   484
  finally show "openin U S" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   485
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   486
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   487
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   488
subsubsection {* Closed sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   489
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   490
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
   491
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   492
lemma closedin_subset: "closedin U S \<Longrightarrow> S \<subseteq> topspace U"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   493
  by (metis closedin_def)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   494
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   495
lemma closedin_empty[simp]: "closedin U {}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   496
  by (simp add: closedin_def)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   497
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   498
lemma closedin_topspace[intro, simp]: "closedin U (topspace U)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   499
  by (simp add: closedin_def)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   500
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   501
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
   502
  by (auto simp add: Diff_Un closedin_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   503
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   504
lemma Diff_Inter[intro]: "A - \<Inter>S = \<Union> {A - s|s. s\<in>S}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   505
  by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   506
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   507
lemma closedin_Inter[intro]:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   508
  assumes Ke: "K \<noteq> {}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   509
    and Kc: "\<forall>S \<in>K. closedin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   510
  shows "closedin U (\<Inter> K)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   511
  using Ke Kc unfolding closedin_def Diff_Inter by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   512
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   513
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
   514
  using closedin_Inter[of "{S,T}" U] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   515
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   516
lemma Diff_Diff_Int: "A - (A - B) = A \<inter> B"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   517
  by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   518
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   519
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
   520
  apply (auto simp add: closedin_def Diff_Diff_Int inf_absorb2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   521
  apply (metis openin_subset subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   522
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   523
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   524
lemma openin_closedin: "S \<subseteq> topspace U \<Longrightarrow> (openin U S \<longleftrightarrow> closedin U (topspace U - S))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   525
  by (simp add: openin_closedin_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   526
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   527
lemma openin_diff[intro]:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   528
  assumes oS: "openin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   529
    and cT: "closedin U T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   530
  shows "openin U (S - T)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   531
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   532
  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
   533
    by (auto simp add: topspace_def openin_subset)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   534
  then show ?thesis using oS cT
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   535
    by (auto simp add: closedin_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   536
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   537
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   538
lemma closedin_diff[intro]:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   539
  assumes oS: "closedin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   540
    and cT: "openin U T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   541
  shows "closedin U (S - T)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   542
proof -
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   543
  have "S - T = S \<inter> (topspace U - T)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   544
    using closedin_subset[of U S] oS cT by (auto simp add: topspace_def)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   545
  then show ?thesis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   546
    using oS cT by (auto simp add: openin_closedin_eq)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   547
qed
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   548
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   549
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   550
subsubsection {* Subspace topology *}
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   551
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   552
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
   553
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   554
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
   555
  (is "istopology ?L")
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   556
proof -
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   557
  have "?L {}" by blast
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   558
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   559
    fix A B
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   560
    assume A: "?L A" and B: "?L B"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   561
    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"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   562
      by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   563
    have "A \<inter> B = (Sa \<inter> Sb) \<inter> V" "openin U (Sa \<inter> Sb)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   564
      using Sa Sb by blast+
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   565
    then have "?L (A \<inter> B)" by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   566
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   567
  moreover
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   568
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   569
    fix K
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   570
    assume K: "K \<subseteq> Collect ?L"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   571
    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
   572
      apply (rule set_eqI)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   573
      apply (simp add: Ball_def image_iff)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   574
      apply metis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   575
      done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   576
    from K[unfolded th0 subset_image_iff]
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   577
    obtain Sk where Sk: "Sk \<subseteq> Collect (openin U)" "K = (\<lambda>S. S \<inter> V) ` Sk"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   578
      by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   579
    have "\<Union>K = (\<Union>Sk) \<inter> V"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   580
      using Sk by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   581
    moreover have "openin U (\<Union> Sk)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   582
      using Sk by (auto simp add: subset_eq)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   583
    ultimately have "?L (\<Union>K)" by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   584
  }
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   585
  ultimately show ?thesis
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   586
    unfolding subset_eq mem_Collect_eq istopology_def by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   587
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   588
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   589
lemma openin_subtopology: "openin (subtopology U V) S \<longleftrightarrow> (\<exists>T. openin U T \<and> S = T \<inter> V)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   590
  unfolding subtopology_def topology_inverse'[OF istopology_subtopology]
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   591
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   592
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   593
lemma topspace_subtopology: "topspace (subtopology U V) = topspace U \<inter> V"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   594
  by (auto simp add: topspace_def openin_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   595
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   596
lemma closedin_subtopology: "closedin (subtopology U V) S \<longleftrightarrow> (\<exists>T. closedin U T \<and> S = T \<inter> V)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   597
  unfolding closedin_def topspace_subtopology
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   598
  apply (simp add: openin_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   599
  apply (rule iffI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   600
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   601
  apply (rule_tac x="topspace U - T" in exI)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   602
  apply auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   603
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   604
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   605
lemma openin_subtopology_refl: "openin (subtopology U V) V \<longleftrightarrow> V \<subseteq> topspace U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   606
  unfolding openin_subtopology
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   607
  apply (rule iffI, clarify)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   608
  apply (frule openin_subset[of U])
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   609
  apply blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   610
  apply (rule exI[where x="topspace U"])
49711
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   611
  apply auto
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   612
  done
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   613
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   614
lemma subtopology_superset:
e5aaae7eadc9 tuned proofs;
wenzelm
parents: 48125
diff changeset
   615
  assumes UV: "topspace U \<subseteq> V"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   616
  shows "subtopology U V = U"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   617
proof -
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   618
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   619
    fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   620
    {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   621
      fix T
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   622
      assume T: "openin U T" "S = T \<inter> V"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   623
      from T openin_subset[OF T(1)] UV have eq: "S = T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   624
        by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   625
      have "openin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   626
        unfolding eq using T by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   627
    }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   628
    moreover
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   629
    {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   630
      assume S: "openin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   631
      then have "\<exists>T. openin U T \<and> S = T \<inter> V"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   632
        using openin_subset[OF S] UV by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   633
    }
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   634
    ultimately have "(\<exists>T. openin U T \<and> S = T \<inter> V) \<longleftrightarrow> openin U S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   635
      by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   636
  }
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   637
  then show ?thesis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   638
    unfolding topology_eq openin_subtopology by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   639
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   640
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   641
lemma subtopology_topspace[simp]: "subtopology U (topspace U) = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   642
  by (simp add: subtopology_superset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   643
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   644
lemma subtopology_UNIV[simp]: "subtopology U UNIV = U"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   645
  by (simp add: subtopology_superset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   646
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   647
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   648
subsubsection {* The standard Euclidean topology *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   649
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   650
definition euclidean :: "'a::topological_space topology"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   651
  where "euclidean = topology open"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   652
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   653
lemma open_openin: "open S \<longleftrightarrow> openin euclidean S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   654
  unfolding euclidean_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   655
  apply (rule cong[where x=S and y=S])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   656
  apply (rule topology_inverse[symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   657
  apply (auto simp add: istopology_def)
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   658
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   659
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   660
lemma topspace_euclidean: "topspace euclidean = UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   661
  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
   662
  apply (rule set_eqI)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   663
  apply (auto simp add: open_openin[symmetric])
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   664
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   665
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   666
lemma topspace_euclidean_subtopology[simp]: "topspace (subtopology euclidean S) = S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   667
  by (simp add: topspace_euclidean topspace_subtopology)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   668
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   669
lemma closed_closedin: "closed S \<longleftrightarrow> closedin euclidean S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   670
  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
   671
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   672
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
   673
  by (simp add: open_openin openin_subopen[symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   674
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   675
text {* Basic "localization" results are handy for connectedness. *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   676
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   677
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
   678
  by (auto simp add: openin_subtopology open_openin[symmetric])
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   679
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   680
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
   681
  by (auto simp add: openin_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   682
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   683
lemma open_openin_trans[trans]:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   684
  "open S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> openin (subtopology euclidean S) T"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   685
  by (metis Int_absorb1  openin_open_Int)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   686
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   687
lemma open_subset: "S \<subseteq> T \<Longrightarrow> open S \<Longrightarrow> openin (subtopology euclidean T) S"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   688
  by (auto simp add: openin_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   689
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   690
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
   691
  by (simp add: closedin_subtopology closed_closedin Int_ac)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   692
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
   693
lemma closedin_closed_Int: "closed S \<Longrightarrow> closedin (subtopology euclidean U) (U \<inter> S)"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   694
  by (metis closedin_closed)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   695
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   696
lemma closed_closedin_trans:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   697
  "closed S \<Longrightarrow> closed T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> closedin (subtopology euclidean S) T"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   698
  apply (subgoal_tac "S \<inter> T = T" )
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   699
  apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   700
  apply (frule closedin_closed_Int[of T S])
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   701
  apply simp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   702
  done
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   703
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   704
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
   705
  by (auto simp add: closedin_closed)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   706
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   707
lemma openin_euclidean_subtopology_iff:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   708
  fixes S U :: "'a::metric_space set"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   709
  shows "openin (subtopology euclidean U) S \<longleftrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   710
    S \<subseteq> U \<and> (\<forall>x\<in>S. \<exists>e>0. \<forall>x'\<in>U. dist x' x < e \<longrightarrow> x'\<in> S)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   711
  (is "?lhs \<longleftrightarrow> ?rhs")
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   712
proof
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   713
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   714
  then show ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   715
    unfolding openin_open open_dist by blast
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   716
next
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   717
  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
   718
  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
   719
    unfolding T_def
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   720
    apply clarsimp
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   721
    apply (rule_tac x="d - dist x a" in exI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   722
    apply (clarsimp simp add: less_diff_eq)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   723
    apply (erule rev_bexI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   724
    apply (rule_tac x=d in exI, clarify)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   725
    apply (erule le_less_trans [OF dist_triangle])
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   726
    done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   727
  assume ?rhs then have 2: "S = U \<inter> T"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   728
    unfolding T_def
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   729
    apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   730
    apply (drule (1) bspec, erule rev_bexI)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   731
    apply auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   732
    done
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   733
  from 1 2 show ?lhs
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   734
    unfolding openin_open open_dist by fast
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   735
qed
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   736
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   737
text {* These "transitivity" results are handy too *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   738
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   739
lemma openin_trans[trans]:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   740
  "openin (subtopology euclidean T) S \<Longrightarrow> openin (subtopology euclidean U) T \<Longrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   741
    openin (subtopology euclidean U) S"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   742
  unfolding open_openin openin_open by blast
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   743
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   744
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
   745
  by (auto simp add: openin_open intro: openin_trans)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   746
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   747
lemma closedin_trans[trans]:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   748
  "closedin (subtopology euclidean T) S \<Longrightarrow> closedin (subtopology euclidean U) T \<Longrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   749
    closedin (subtopology euclidean U) S"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   750
  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
   751
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   752
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
   753
  by (auto simp add: closedin_closed intro: closedin_trans)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   754
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   755
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   756
subsection {* Open and closed balls *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   757
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   758
definition ball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   759
  where "ball x e = {y. dist x y < e}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   760
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   761
definition cball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   762
  where "cball x e = {y. dist x y \<le> e}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   763
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
   764
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
   765
  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
   766
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
   767
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
   768
  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
   769
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
   770
lemma mem_ball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   771
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   772
  shows "x \<in> ball 0 e \<longleftrightarrow> norm x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   773
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   774
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
   775
lemma mem_cball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   776
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   777
  shows "x \<in> cball 0 e \<longleftrightarrow> norm x \<le> e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   778
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   779
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
   780
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
   781
  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
   782
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
   783
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
   784
  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
   785
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   786
lemma ball_subset_cball[simp,intro]: "ball x e \<subseteq> cball x e"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   787
  by (simp add: subset_eq)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   788
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   789
lemma subset_ball[intro]: "d \<le> e \<Longrightarrow> ball x d \<subseteq> ball x e"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   790
  by (simp add: subset_eq)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   791
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   792
lemma subset_cball[intro]: "d \<le> e \<Longrightarrow> cball x d \<subseteq> cball x e"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   793
  by (simp add: subset_eq)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   794
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   795
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
   796
  by (simp add: set_eq_iff) arith
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   797
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   798
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
   799
  by (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   800
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   801
lemma diff_less_iff:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   802
  "(a::real) - b > 0 \<longleftrightarrow> a > b"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   803
  "(a::real) - b < 0 \<longleftrightarrow> a < b"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   804
  "a - b < c \<longleftrightarrow> a < c + b" "a - b > c \<longleftrightarrow> a > c + b"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   805
  by arith+
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   806
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   807
lemma diff_le_iff:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   808
  "(a::real) - b \<ge> 0 \<longleftrightarrow> a \<ge> b"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   809
  "(a::real) - b \<le> 0 \<longleftrightarrow> a \<le> b"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   810
  "a - b \<le> c \<longleftrightarrow> a \<le> c + b"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   811
  "a - b \<ge> c \<longleftrightarrow> a \<ge> c + b"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   812
  by arith+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   813
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   814
lemma open_vimage: (* TODO: move to Topological_Spaces.thy *)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   815
  assumes "open s" and "continuous_on UNIV f"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   816
  shows "open (vimage f s)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   817
  using assms unfolding continuous_on_open_vimage [OF open_UNIV]
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   818
  by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   819
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   820
lemma open_ball [intro, simp]: "open (ball x e)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   821
proof -
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   822
  have "open (dist x -` {..<e})"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   823
    by (intro open_vimage open_lessThan continuous_on_intros)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   824
  also have "dist x -` {..<e} = ball x e"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   825
    by auto
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   826
  finally show ?thesis .
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
   827
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   828
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   829
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
   830
  unfolding open_dist subset_eq mem_ball Ball_def dist_commute ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   831
33714
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   832
lemma openE[elim?]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   833
  assumes "open S" "x\<in>S"
33714
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   834
  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
   835
  using assms unfolding open_contains_ball by auto
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   836
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   837
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
   838
  by (metis open_contains_ball subset_eq centre_in_ball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   839
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   840
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
   841
  unfolding mem_ball set_eq_iff
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   842
  apply (simp add: not_less)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   843
  apply (metis zero_le_dist order_trans dist_self)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   844
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   845
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
   846
lemma ball_empty[intro]: "e \<le> 0 \<Longrightarrow> ball x e = {}" by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   847
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
   848
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
   849
  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
   850
  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
   851
  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
   852
  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
   853
54775
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   854
definition (in euclidean_space) eucl_less (infix "<e" 50)
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   855
  where "eucl_less a b \<longleftrightarrow> (\<forall>i\<in>Basis. a \<bullet> i < b \<bullet> i)"
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   856
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   857
definition box_eucl_less: "box a b = {x. a <e x \<and> x <e b}"
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   858
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   859
lemma box_def: "box a b = {x. \<forall>i\<in>Basis. a \<bullet> i < x \<bullet> i \<and> x \<bullet> i < b \<bullet> i}"
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   860
  and in_box_eucl_less: "x \<in> box a b \<longleftrightarrow> a <e x \<and> x <e b"
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
   861
  by (auto simp: box_eucl_less eucl_less_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
   862
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   863
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
   864
  fixes x :: "'a\<Colon>euclidean_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
   865
  assumes "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
   866
  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
   867
proof -
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   868
  def e' \<equiv> "e / (2 * sqrt (real (DIM ('a))))"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
   869
  then have e: "e' > 0"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   870
    using assms by (auto intro!: divide_pos_pos simp: DIM_positive)
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
   871
  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
   872
  proof
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   873
    fix i
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   874
    from Rats_dense_in_real[of "x \<bullet> i - e'" "x \<bullet> i"] e
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   875
    show "?th i" by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   876
  qed
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   877
  from choice[OF this] obtain a where
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   878
    a: "\<forall>xa. a xa \<in> \<rat> \<and> a xa < x \<bullet> xa \<and> x \<bullet> xa - a xa < 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
   879
  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
   880
  proof
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   881
    fix i
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   882
    from Rats_dense_in_real[of "x \<bullet> i" "x \<bullet> i + e'"] e
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   883
    show "?th i" by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   884
  qed
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   885
  from choice[OF this] obtain b where
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
   886
    b: "\<forall>xa. b xa \<in> \<rat> \<and> x \<bullet> xa < b xa \<and> b xa - x \<bullet> xa < 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
   887
  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
   888
  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
   889
  proof (rule exI[of _ ?a], rule exI[of _ ?b], safe)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   890
    fix y :: 'a
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   891
    assume *: "y \<in> box ?a ?b"
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
   892
    have "dist x y = sqrt (\<Sum>i\<in>Basis. (dist (x \<bullet> i) (y \<bullet> i))\<^sup>2)"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   893
      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
   894
    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
   895
    proof (rule real_sqrt_less_mono, rule setsum_strict_mono)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   896
      fix i :: "'a"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   897
      assume i: "i \<in> Basis"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   898
      have "a i < y\<bullet>i \<and> y\<bullet>i < b i"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   899
        using * i by (auto simp: box_def)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   900
      moreover have "a i < x\<bullet>i" "x\<bullet>i - a i < e'"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   901
        using a by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   902
      moreover have "x\<bullet>i < b i" "b i - x\<bullet>i < e'"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   903
        using b by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   904
      ultimately have "\<bar>x\<bullet>i - y\<bullet>i\<bar> < 2 * e'"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   905
        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
   906
      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
   907
        unfolding e'_def by (auto simp: dist_real_def)
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
   908
      then have "(dist (x \<bullet> i) (y \<bullet> i))\<^sup>2 < (e/sqrt (real (DIM('a))))\<^sup>2"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   909
        by (rule power_strict_mono) auto
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
   910
      then show "(dist (x \<bullet> i) (y \<bullet> i))\<^sup>2 < e\<^sup>2 / real DIM('a)"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   911
        by (simp add: power_divide)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
   912
    qed auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   913
    also have "\<dots> = e"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   914
      using `0 < e` by (simp add: real_eq_of_nat)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   915
    finally show "y \<in> ball x e"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   916
      by (auto simp: ball_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
   917
  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
   918
qed
51103
5dd7b89a16de generalized
immler
parents: 51102
diff changeset
   919
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
   920
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
   921
  fixes M :: "'a\<Colon>euclidean_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   922
  assumes "open 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
   923
  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
   924
  defines "b' \<equiv> \<lambda>f :: 'a \<Rightarrow> real \<times> real. (\<Sum>(i::'a)\<in>Basis. snd (f i) *\<^sub>R i)"
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
   925
  defines "I \<equiv> {f\<in>Basis \<rightarrow>\<^sub>E \<rat> \<times> \<rat>. box (a' f) (b' f) \<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
   926
  shows "M = (\<Union>f\<in>I. box (a' f) (b' f))"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   927
proof -
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   928
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   929
    fix x assume "x \<in> M"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   930
    obtain e where e: "e > 0" "ball x e \<subseteq> M"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   931
      using openE[OF `open M` `x \<in> M`] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   932
    moreover obtain a b where ab:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   933
      "x \<in> box a b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   934
      "\<forall>i \<in> Basis. a \<bullet> i \<in> \<rat>"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   935
      "\<forall>i\<in>Basis. b \<bullet> i \<in> \<rat>"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   936
      "box a b \<subseteq> ball x e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   937
      using rational_boxes[OF e(1)] by metis
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   938
    ultimately have "x \<in> (\<Union>f\<in>I. box (a' f) (b' f))"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   939
       by (intro UN_I[of "\<lambda>i\<in>Basis. (a \<bullet> i, b \<bullet> i)"])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   940
          (auto simp: euclidean_representation I_def a'_def b'_def)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   941
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   942
  then show ?thesis by (auto simp: I_def)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   943
qed
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   944
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   945
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   946
subsection{* Connectedness *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   947
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   948
lemma connected_local:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   949
 "connected S \<longleftrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   950
  \<not> (\<exists>e1 e2.
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   951
      openin (subtopology euclidean S) e1 \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   952
      openin (subtopology euclidean S) e2 \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   953
      S \<subseteq> e1 \<union> e2 \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   954
      e1 \<inter> e2 = {} \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   955
      e1 \<noteq> {} \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   956
      e2 \<noteq> {})"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   957
  unfolding connected_def openin_open
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   958
  apply safe
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   959
  apply blast+
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   960
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   961
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   962
lemma exists_diff:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   963
  fixes P :: "'a set \<Rightarrow> bool"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   964
  shows "(\<exists>S. P(- S)) \<longleftrightarrow> (\<exists>S. P S)" (is "?lhs \<longleftrightarrow> ?rhs")
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   965
proof -
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   966
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   967
    assume "?lhs"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   968
    then have ?rhs by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   969
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   970
  moreover
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   971
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   972
    fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   973
    assume H: "P S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   974
    have "S = - (- S)" by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   975
    with H have "P (- (- S))" by metis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   976
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   977
  ultimately show ?thesis by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   978
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   979
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   980
lemma connected_clopen: "connected S \<longleftrightarrow>
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   981
  (\<forall>T. openin (subtopology euclidean S) T \<and>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   982
     closedin (subtopology euclidean S) T \<longrightarrow> T = {} \<or> T = S)" (is "?lhs \<longleftrightarrow> ?rhs")
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   983
proof -
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   984
  have "\<not> connected S \<longleftrightarrow>
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   985
    (\<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
   986
    unfolding connected_def openin_open closedin_closed
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   987
    apply (subst exists_diff)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   988
    apply blast
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   989
    done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
   990
  then have th0: "connected S \<longleftrightarrow>
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   991
    \<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> {})"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   992
    (is " _ \<longleftrightarrow> \<not> (\<exists>e2 e1. ?P e2 e1)")
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   993
    apply (simp add: closed_def)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   994
    apply metis
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
   995
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   996
  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
   997
    (is "_ \<longleftrightarrow> \<not> (\<exists>t' t. ?Q t' t)")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   998
    unfolding connected_def openin_open closedin_closed by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
   999
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1000
    fix e2
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1001
    {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1002
      fix e1
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1003
      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)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1004
        by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1005
    }
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1006
    then have "(\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1007
      by metis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1008
  }
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1009
  then have "\<forall>e2. (\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1010
    by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1011
  then show ?thesis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1012
    unfolding th0 th1 by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1013
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1014
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1015
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1016
subsection{* Limit points *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1017
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1018
definition (in topological_space) islimpt:: "'a \<Rightarrow> 'a set \<Rightarrow> bool"  (infixr "islimpt" 60)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1019
  where "x islimpt S \<longleftrightarrow> (\<forall>T. x\<in>T \<longrightarrow> open T \<longrightarrow> (\<exists>y\<in>S. y\<in>T \<and> y\<noteq>x))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1020
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1021
lemma islimptI:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1022
  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
  1023
  shows "x islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1024
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1025
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1026
lemma islimptE:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1027
  assumes "x islimpt S" and "x \<in> T" and "open T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1028
  obtains y where "y \<in> S" and "y \<in> T" and "y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1029
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1030
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1031
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
  1032
  unfolding islimpt_def eventually_at_topological by auto
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1033
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1034
lemma islimpt_subset: "x islimpt S \<Longrightarrow> S \<subseteq> T \<Longrightarrow> x islimpt T"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1035
  unfolding islimpt_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1036
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1037
lemma islimpt_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1038
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1039
  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
  1040
  unfolding islimpt_iff_eventually eventually_at by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1041
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1042
lemma islimpt_approachable_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1043
  fixes x :: "'a::metric_space"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1044
  shows "x islimpt S \<longleftrightarrow> (\<forall>e>0. \<exists>x'\<in> S. x' \<noteq> x \<and> dist x' x \<le> e)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1045
  unfolding islimpt_approachable
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1046
  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
  1047
    THEN arg_cong [where f=Not]]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1048
  by (simp add: Bex_def conj_commute conj_left_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1049
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1050
lemma islimpt_UNIV_iff: "x islimpt UNIV \<longleftrightarrow> \<not> open {x}"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1051
  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
  1052
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1053
lemma islimpt_punctured: "x islimpt S = x islimpt (S-{x})"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1054
  unfolding islimpt_def by blast
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1055
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1056
text {* A perfect space has no isolated points. *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1057
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1058
lemma islimpt_UNIV [simp, intro]: "(x::'a::perfect_space) islimpt UNIV"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1059
  unfolding islimpt_UNIV_iff by (rule not_open_singleton)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1060
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1061
lemma perfect_choose_dist:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1062
  fixes x :: "'a::{perfect_space, metric_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1063
  shows "0 < r \<Longrightarrow> \<exists>a. a \<noteq> x \<and> dist a x < r"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1064
  using islimpt_UNIV [of x]
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1065
  by (simp add: islimpt_approachable)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1066
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1067
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
  1068
  unfolding closed_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1069
  apply (subst open_subopen)
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1070
  apply (simp add: islimpt_def subset_eq)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1071
  apply (metis ComplE ComplI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1072
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1073
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1074
lemma islimpt_EMPTY[simp]: "\<not> x islimpt {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1075
  unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1076
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1077
lemma finite_set_avoid:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1078
  fixes a :: "'a::metric_space"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1079
  assumes fS: "finite S"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1080
  shows  "\<exists>d>0. \<forall>x\<in>S. x \<noteq> a \<longrightarrow> d \<le> dist a x"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1081
proof (induct rule: finite_induct[OF fS])
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1082
  case 1
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1083
  then show ?case by (auto intro: zero_less_one)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1084
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1085
  case (2 x F)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1086
  from 2 obtain d where d: "d >0" "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> d \<le> dist a x"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1087
    by blast
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1088
  show ?case
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1089
  proof (cases "x = a")
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1090
    case True
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1091
    then show ?thesis using d by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1092
  next
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1093
    case False
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1094
    let ?d = "min d (dist a x)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1095
    have dp: "?d > 0"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1096
      using False d(1) using dist_nz by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1097
    from d have d': "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> ?d \<le> dist a x"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1098
      by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1099
    with dp False show ?thesis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1100
      by (auto intro!: exI[where x="?d"])
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1101
  qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1102
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1103
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1104
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
  1105
  by (simp add: islimpt_iff_eventually eventually_conj_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1106
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1107
lemma discrete_imp_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1108
  fixes S :: "'a::metric_space set"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1109
  assumes e: "0 < e"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1110
    and d: "\<forall>x \<in> S. \<forall>y \<in> S. dist y x < e \<longrightarrow> y = x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1111
  shows "closed S"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1112
proof -
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1113
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1114
    fix x
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1115
    assume C: "\<forall>e>0. \<exists>x'\<in>S. x' \<noteq> x \<and> dist x' x < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1116
    from e have e2: "e/2 > 0" by arith
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1117
    from C[rule_format, OF e2] obtain y where y: "y \<in> S" "y \<noteq> x" "dist y x < e/2"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1118
      by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1119
    let ?m = "min (e/2) (dist x y) "
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1120
    from e2 y(2) have mp: "?m > 0"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  1121
      by (simp add: dist_nz[symmetric])
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1122
    from C[rule_format, OF mp] obtain z where z: "z \<in> S" "z \<noteq> x" "dist z x < ?m"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1123
      by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1124
    have th: "dist z y < e" using z y
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1125
      by (intro dist_triangle_lt [where z=x], simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1126
    from d[rule_format, OF y(1) z(1) th] y z
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1127
    have False by (auto simp add: dist_commute)}
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1128
  then show ?thesis
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1129
    by (metis islimpt_approachable closed_limpt [where 'a='a])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1130
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1131
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1132
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1133
subsection {* Interior of a Set *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1134
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1135
definition "interior S = \<Union>{T. open T \<and> T \<subseteq> S}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1136
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1137
lemma interiorI [intro?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1138
  assumes "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1139
  shows "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1140
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1141
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1142
lemma interiorE [elim?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1143
  assumes "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1144
  obtains T where "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1145
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1146
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1147
lemma open_interior [simp, intro]: "open (interior S)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1148
  by (simp add: interior_def open_Union)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1149
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1150
lemma interior_subset: "interior S \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1151
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1152
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1153
lemma interior_maximal: "T \<subseteq> S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1154
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1155
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1156
lemma interior_open: "open S \<Longrightarrow> interior S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1157
  by (intro equalityI interior_subset interior_maximal subset_refl)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1158
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1159
lemma interior_eq: "interior S = S \<longleftrightarrow> open S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1160
  by (metis open_interior interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1161
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1162
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
  1163
  by (metis interior_maximal interior_subset subset_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1164
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1165
lemma interior_empty [simp]: "interior {} = {}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1166
  using open_empty by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1167
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1168
lemma interior_UNIV [simp]: "interior UNIV = UNIV"
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1169
  using open_UNIV by (rule interior_open)
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1170
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1171
lemma interior_interior [simp]: "interior (interior S) = interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1172
  using open_interior by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1173
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1174
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
  1175
  by (auto simp add: interior_def)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1176
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1177
lemma interior_unique:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1178
  assumes "T \<subseteq> S" and "open T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1179
  assumes "\<And>T'. T' \<subseteq> S \<Longrightarrow> open T' \<Longrightarrow> T' \<subseteq> T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1180
  shows "interior S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1181
  by (intro equalityI assms interior_subset open_interior interior_maximal)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1182
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1183
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
  1184
  by (intro equalityI Int_mono Int_greatest interior_mono Int_lower1
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1185
    Int_lower2 interior_maximal interior_subset open_Int open_interior)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1186
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1187
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
  1188
  using open_contains_ball_eq [where S="interior S"]
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1189
  by (simp add: open_subset_interior)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1190
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1191
lemma interior_limit_point [intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1192
  fixes x :: "'a::perfect_space"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1193
  assumes x: "x \<in> interior S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1194
  shows "x islimpt S"
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1195
  using x islimpt_UNIV [of x]
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1196
  unfolding interior_def islimpt_def
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1197
  apply (clarsimp, rename_tac T T')
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1198
  apply (drule_tac x="T \<inter> T'" in spec)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1199
  apply (auto simp add: open_Int)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1200
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1201
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1202
lemma interior_closed_Un_empty_interior:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1203
  assumes cS: "closed S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1204
    and iT: "interior T = {}"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1205
  shows "interior (S \<union> T) = interior S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1206
proof
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1207
  show "interior S \<subseteq> interior (S \<union> T)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1208
    by (rule interior_mono) (rule Un_upper1)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1209
  show "interior (S \<union> T) \<subseteq> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1210
  proof
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1211
    fix x
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1212
    assume "x \<in> interior (S \<union> T)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1213
    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
  1214
    show "x \<in> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1215
    proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1216
      assume "x \<notin> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1217
      with `x \<in> R` `open R` obtain y where "y \<in> R - S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1218
        unfolding interior_def by fast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1219
      from `open R` `closed S` have "open (R - S)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1220
        by (rule open_Diff)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1221
      from `R \<subseteq> S \<union> T` have "R - S \<subseteq> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1222
        by fast
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1223
      from `y \<in> R - S` `open (R - S)` `R - S \<subseteq> T` `interior T = {}` show False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1224
        unfolding interior_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1225
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1226
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1227
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1228
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1229
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
  1230
proof (rule interior_unique)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1231
  show "interior A \<times> interior B \<subseteq> A \<times> B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1232
    by (intro Sigma_mono interior_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1233
  show "open (interior A \<times> interior B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1234
    by (intro open_Times open_interior)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1235
  fix T
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1236
  assume "T \<subseteq> A \<times> B" and "open T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1237
  then show "T \<subseteq> interior A \<times> interior B"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1238
  proof safe
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1239
    fix x y
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1240
    assume "(x, y) \<in> T"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1241
    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
  1242
      using `open T` unfolding open_prod_def by fast
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1243
    then have "open C" "open D" "C \<subseteq> A" "D \<subseteq> B" "x \<in> C" "y \<in> D"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1244
      using `T \<subseteq> A \<times> B` by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1245
    then show "x \<in> interior A" and "y \<in> interior B"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1246
      by (auto intro: interiorI)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1247
  qed
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1248
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1249
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1250
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1251
subsection {* Closure of a Set *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1252
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1253
definition "closure S = S \<union> {x | x. x islimpt S}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1254
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1255
lemma interior_closure: "interior S = - (closure (- S))"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1256
  unfolding interior_def closure_def islimpt_def by auto
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1257
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1258
lemma closure_interior: "closure S = - interior (- S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1259
  unfolding interior_closure by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1260
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1261
lemma closed_closure[simp, intro]: "closed (closure S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1262
  unfolding closure_interior by (simp add: closed_Compl)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1263
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1264
lemma closure_subset: "S \<subseteq> closure S"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1265
  unfolding closure_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1266
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1267
lemma closure_hull: "closure S = closed hull S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1268
  unfolding hull_def closure_interior interior_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1269
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1270
lemma closure_eq: "closure S = S \<longleftrightarrow> closed S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1271
  unfolding closure_hull using closed_Inter by (rule hull_eq)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1272
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1273
lemma closure_closed [simp]: "closed S \<Longrightarrow> closure S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1274
  unfolding closure_eq .
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1275
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1276
lemma closure_closure [simp]: "closure (closure S) = closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1277
  unfolding closure_hull by (rule hull_hull)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1278
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1279
lemma closure_mono: "S \<subseteq> T \<Longrightarrow> closure S \<subseteq> closure T"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1280
  unfolding closure_hull by (rule hull_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1281
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1282
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
  1283
  unfolding closure_hull by (rule hull_minimal)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1284
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1285
lemma closure_unique:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1286
  assumes "S \<subseteq> T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1287
    and "closed T"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1288
    and "\<And>T'. S \<subseteq> T' \<Longrightarrow> closed T' \<Longrightarrow> T \<subseteq> T'"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1289
  shows "closure S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1290
  using assms unfolding closure_hull by (rule hull_unique)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1291
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1292
lemma closure_empty [simp]: "closure {} = {}"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1293
  using closed_empty by (rule closure_closed)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1294
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
  1295
lemma closure_UNIV [simp]: "closure UNIV = UNIV"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1296
  using closed_UNIV by (rule closure_closed)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1297
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1298
lemma closure_union [simp]: "closure (S \<union> T) = closure S \<union> closure T"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1299
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1300
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1301
lemma closure_eq_empty: "closure S = {} \<longleftrightarrow> S = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1302
  using closure_empty closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1303
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1304
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1305
lemma closure_subset_eq: "closure S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1306
  using closure_eq[of S] closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1307
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1308
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1309
lemma open_inter_closure_eq_empty:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1310
  "open S \<Longrightarrow> (S \<inter> closure T) = {} \<longleftrightarrow> S \<inter> T = {}"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1311
  using open_subset_interior[of S "- T"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1312
  using interior_subset[of "- T"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1313
  unfolding closure_interior
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1314
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1315
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1316
lemma open_inter_closure_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1317
  "open S \<Longrightarrow> (S \<inter> (closure T)) \<subseteq> closure(S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1318
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1319
  fix x
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1320
  assume as: "open S" "x \<in> S \<inter> closure T"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1321
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1322
    assume *: "x islimpt T"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1323
    have "x islimpt (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1324
    proof (rule islimptI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1325
      fix A
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1326
      assume "x \<in> A" "open A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1327
      with as have "x \<in> A \<inter> S" "open (A \<inter> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1328
        by (simp_all add: open_Int)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1329
      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
  1330
        by (rule islimptE)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1331
      then have "y \<in> S \<inter> T" "y \<in> A \<and> y \<noteq> x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1332
        by simp_all
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1333
      then show "\<exists>y\<in>(S \<inter> T). y \<in> A \<and> y \<noteq> x" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1334
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1335
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1336
  then show "x \<in> closure (S \<inter> T)" using as
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1337
    unfolding closure_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1338
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1339
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1340
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1341
lemma closure_complement: "closure (- S) = - interior S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1342
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1343
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1344
lemma interior_complement: "interior (- S) = - closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
  1345
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1346
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1347
lemma closure_Times: "closure (A \<times> B) = closure A \<times> closure B"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1348
proof (rule closure_unique)
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1349
  show "A \<times> B \<subseteq> closure A \<times> closure B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1350
    by (intro Sigma_mono closure_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1351
  show "closed (closure A \<times> closure B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1352
    by (intro closed_Times closed_closure)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1353
  fix T
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1354
  assume "A \<times> B \<subseteq> T" and "closed T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1355
  then show "closure A \<times> closure B \<subseteq> T"
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1356
    apply (simp add: closed_def open_prod_def, clarify)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1357
    apply (rule ccontr)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1358
    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
  1359
    apply (simp add: closure_interior interior_def)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1360
    apply (drule_tac x=C in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1361
    apply (drule_tac x=D in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1362
    apply auto
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1363
    done
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1364
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
  1365
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1366
lemma islimpt_in_closure: "(x islimpt S) = (x:closure(S-{x}))"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1367
  unfolding closure_def using islimpt_punctured by blast
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1368
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1369
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1370
subsection {* Frontier (aka boundary) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1371
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1372
definition "frontier S = closure S - interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1373
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1374
lemma frontier_closed: "closed (frontier S)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1375
  by (simp add: frontier_def closed_Diff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1376
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1377
lemma frontier_closures: "frontier S = (closure S) \<inter> (closure(- S))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1378
  by (auto simp add: frontier_def interior_closure)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1379
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1380
lemma frontier_straddle:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1381
  fixes a :: "'a::metric_space"
44909
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
  1382
  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
  1383
  unfolding frontier_def closure_interior
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
  1384
  by (auto simp add: mem_interior subset_eq ball_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1385
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1386
lemma frontier_subset_closed: "closed S \<Longrightarrow> frontier S \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1387
  by (metis frontier_def closure_closed Diff_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1388
34964
4e8be3c04d37 Replaced vec1 and dest_vec1 by abbreviation.
hoelzl
parents: 34291
diff changeset
  1389
lemma frontier_empty[simp]: "frontier {} = {}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1390
  by (simp add: frontier_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1391
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1392
lemma frontier_subset_eq: "frontier S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1393
proof-
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1394
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1395
    assume "frontier S \<subseteq> S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1396
    then have "closure S \<subseteq> S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1397
      using interior_subset unfolding frontier_def by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1398
    then have "closed S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1399
      using closure_subset_eq by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1400
  }
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1401
  then show ?thesis using frontier_subset_closed[of S] ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1402
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1403
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1404
lemma frontier_complement: "frontier(- S) = frontier S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1405
  by (auto simp add: frontier_def closure_complement interior_complement)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1406
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1407
lemma frontier_disjoint_eq: "frontier S \<inter> S = {} \<longleftrightarrow> open S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1408
  using frontier_complement frontier_subset_eq[of "- S"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  1409
  unfolding open_closed by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1410
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1411
subsection {* Filters and the ``eventually true'' quantifier *}
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1412
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1413
definition indirection :: "'a::real_normed_vector \<Rightarrow> 'a \<Rightarrow> 'a filter"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1414
    (infixr "indirection" 70)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1415
  where "a indirection v = at a within {b. \<exists>c\<ge>0. b - a = scaleR c v}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1416
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1417
text {* Identify Trivial limits, where we can't approach arbitrarily closely. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1418
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1419
lemma trivial_limit_within: "trivial_limit (at a within S) \<longleftrightarrow> \<not> a islimpt S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1420
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1421
  assume "trivial_limit (at a within S)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1422
  then show "\<not> a islimpt S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1423
    unfolding trivial_limit_def
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1424
    unfolding eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1425
    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
  1426
    apply (clarsimp simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1427
    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
  1428
    apply (clarsimp, drule_tac x=y in bspec, simp_all)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1429
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1430
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1431
  assume "\<not> a islimpt S"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1432
  then show "trivial_limit (at a within S)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1433
    unfolding trivial_limit_def
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1434
    unfolding eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1435
    unfolding islimpt_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1436
    apply clarsimp
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1437
    apply (rule_tac x=T in exI)
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1438
    apply auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1439
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1440
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1441
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1442
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
  1443
  using trivial_limit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1444
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1445
lemma trivial_limit_at:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1446
  fixes a :: "'a::perfect_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1447
  shows "\<not> trivial_limit (at a)"
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
  1448
  by (rule at_neq_bot)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1449
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1450
lemma trivial_limit_at_infinity:
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1451
  "\<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
  1452
  unfolding trivial_limit_def eventually_at_infinity
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1453
  apply clarsimp
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1454
  apply (subgoal_tac "\<exists>x::'a. x \<noteq> 0", clarify)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1455
   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
  1456
  apply (cut_tac islimpt_UNIV [of "0::'a", unfolded islimpt_def])
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1457
  apply (drule_tac x=UNIV in spec, simp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1458
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1459
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1460
lemma not_trivial_limit_within: "\<not> trivial_limit (at x within S) = (x \<in> closure (S - {x}))"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1461
  using islimpt_in_closure
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1462
  by (metis trivial_limit_within)
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1463
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1464
text {* Some property holds "sufficiently close" to the limit point. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1465
51530
609914f0934a rename eventually_at / _within, to distinguish them from the lemmas in the HOL image
hoelzl
parents: 51518
diff changeset
  1466
lemma eventually_at2:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1467
  "eventually P (at a) \<longleftrightarrow> (\<exists>d>0. \<forall>x. 0 < dist x a \<and> dist x a < d \<longrightarrow> P x)"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1468
  unfolding eventually_at dist_nz by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1469
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1470
lemma eventually_happens: "eventually P net \<Longrightarrow> 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
  1471
  unfolding trivial_limit_def
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
  1472
  by (auto elim: eventually_rev_mp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1473
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1474
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
  1475
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1476
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1477
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
  1478
  by (simp add: filter_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1479
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1480
text{* Combining theorems for "eventually" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1481
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1482
lemma eventually_rev_mono:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1483
  "eventually P net \<Longrightarrow> (\<forall>x. P x \<longrightarrow> Q x) \<Longrightarrow> eventually Q net"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1484
  using eventually_mono [of P Q] by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1485
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1486
lemma not_eventually: "(\<forall>x. \<not> P x ) \<Longrightarrow> \<not> trivial_limit net \<Longrightarrow> \<not> eventually (\<lambda>x. P x) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1487
  by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1488
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1489
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1490
subsection {* Limits *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1491
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1492
lemma Lim:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1493
  "(f ---> l) net \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1494
        trivial_limit net \<or>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1495
        (\<forall>e>0. eventually (\<lambda>x. dist (f x) l < e) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1496
  unfolding tendsto_iff trivial_limit_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1497
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1498
text{* Show that they yield usual definitions in the various cases. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1499
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1500
lemma Lim_within_le: "(f ---> l)(at a within S) \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1501
    (\<forall>e>0. \<exists>d>0. \<forall>x\<in>S. 0 < dist x a \<and> dist x a \<le> d \<longrightarrow> dist (f x) l < e)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1502
  by (auto simp add: tendsto_iff eventually_at_le dist_nz)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1503
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1504
lemma Lim_within: "(f ---> l) (at a within S) \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1505
    (\<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)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1506
  by (auto simp add: tendsto_iff eventually_at dist_nz)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1507
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1508
lemma Lim_at: "(f ---> l) (at a) \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1509
    (\<forall>e >0. \<exists>d>0. \<forall>x. 0 < dist x a \<and> dist x a < d  \<longrightarrow> dist (f x) l < e)"
51530
609914f0934a rename eventually_at / _within, to distinguish them from the lemmas in the HOL image
hoelzl
parents: 51518
diff changeset
  1510
  by (auto simp add: tendsto_iff eventually_at2)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1511
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1512
lemma Lim_at_infinity:
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1513
  "(f ---> l) at_infinity \<longleftrightarrow> (\<forall>e>0. \<exists>b. \<forall>x. norm x \<ge> b \<longrightarrow> dist (f x) l < e)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1514
  by (auto simp add: tendsto_iff eventually_at_infinity)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1515
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1516
lemma Lim_eventually: "eventually (\<lambda>x. f x = l) net \<Longrightarrow> (f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1517
  by (rule topological_tendstoI, auto elim: eventually_rev_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1518
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1519
text{* The expected monotonicity property. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1520
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1521
lemma Lim_Un:
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1522
  assumes "(f ---> l) (at x within S)" "(f ---> l) (at x within T)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1523
  shows "(f ---> l) (at x within (S \<union> T))"
53860
f2d683432580 factor out new lemma
huffman
parents: 53859
diff changeset
  1524
  using assms unfolding at_within_union by (rule filterlim_sup)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1525
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1526
lemma Lim_Un_univ:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1527
  "(f ---> l) (at x within S) \<Longrightarrow> (f ---> l) (at x within T) \<Longrightarrow>
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1528
    S \<union> T = UNIV \<Longrightarrow> (f ---> l) (at x)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1529
  by (metis Lim_Un)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1530
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1531
text{* Interrelations between restricted and unrestricted limits. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1532
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1533
lemma Lim_at_within: (* FIXME: rename *)
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1534
  "(f ---> l) (at x) \<Longrightarrow> (f ---> l) (at x within S)"
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1535
  by (metis order_refl filterlim_mono subset_UNIV at_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1536
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1537
lemma eventually_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1538
  assumes "x \<in> interior S"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1539
  shows "eventually P (at x within S) \<longleftrightarrow> eventually P (at x)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1540
  (is "?lhs = ?rhs")
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1541
proof
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  1542
  from assms obtain T where T: "open T" "x \<in> T" "T \<subseteq> S" ..
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1543
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1544
    assume "?lhs"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1545
    then obtain A where "open A" and "x \<in> A" and "\<forall>y\<in>A. y \<noteq> x \<longrightarrow> y \<in> S \<longrightarrow> P y"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1546
      unfolding eventually_at_topological
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1547
      by auto
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1548
    with T have "open (A \<inter> T)" and "x \<in> A \<inter> T" and "\<forall>y \<in> A \<inter> T. y \<noteq> x \<longrightarrow> P y"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1549
      by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1550
    then show "?rhs"
51471
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51365
diff changeset
  1551
      unfolding eventually_at_topological by auto
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1552
  next
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1553
    assume "?rhs"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1554
    then show "?lhs"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1555
      by (auto elim: eventually_elim1 simp: eventually_at_filter)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1556
  }
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1557
qed
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1558
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1559
lemma at_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1560
  "x \<in> interior S \<Longrightarrow> at x within S = at x"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1561
  unfolding filter_eq_iff by (intro allI eventually_within_interior)
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1562
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1563
lemma Lim_within_LIMSEQ:
53862
cb1094587ee4 generalize lemma
huffman
parents: 53861
diff changeset
  1564
  fixes a :: "'a::first_countable_topology"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1565
  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
  1566
  shows "(X ---> L) (at a within T)"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1567
  using assms unfolding tendsto_def [where l=L]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1568
  by (simp add: sequentially_imp_eventually_within)
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1569
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1570
lemma Lim_right_bound:
51773
9328c6681f3c spell conditional_ly_-complete lattices correct
hoelzl
parents: 51641
diff changeset
  1571
  fixes f :: "'a :: {linorder_topology, conditionally_complete_linorder, no_top} \<Rightarrow>
9328c6681f3c spell conditional_ly_-complete lattices correct
hoelzl
parents: 51641
diff changeset
  1572
    'b::{linorder_topology, conditionally_complete_linorder}"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1573
  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"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1574
    and bnd: "\<And>a. a \<in> I \<Longrightarrow> x < a \<Longrightarrow> K \<le> f a"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1575
  shows "(f ---> Inf (f ` ({x<..} \<inter> I))) (at x within ({x<..} \<inter> I))"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1576
proof (cases "{x<..} \<inter> I = {}")
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1577
  case True
53859
e6cb01686f7b replace lemma with more general simp rule
huffman
parents: 53813
diff changeset
  1578
  then show ?thesis by simp
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1579
next
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1580
  case False
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1581
  show ?thesis
51518
6a56b7088a6a separate SupInf into Conditional_Complete_Lattice, move instantiation of real to RealDef
hoelzl
parents: 51481
diff changeset
  1582
  proof (rule order_tendstoI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1583
    fix a
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1584
    assume a: "a < Inf (f ` ({x<..} \<inter> I))"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1585
    {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1586
      fix y
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1587
      assume "y \<in> {x<..} \<inter> I"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1588
      with False bnd have "Inf (f ` ({x<..} \<inter> I)) \<le> f y"
54263
c4159fe6fa46 move Lubs from HOL to HOL-Library (replaced by conditionally complete lattices)
hoelzl
parents: 54260
diff changeset
  1589
        by (auto intro!: cInf_lower bdd_belowI2)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1590
      with a have "a < f y"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1591
        by (blast intro: less_le_trans)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1592
    }
51518
6a56b7088a6a separate SupInf into Conditional_Complete_Lattice, move instantiation of real to RealDef
hoelzl
parents: 51481
diff changeset
  1593
    then show "eventually (\<lambda>x. a < f x) (at x within ({x<..} \<inter> I))"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1594
      by (auto simp: eventually_at_filter intro: exI[of _ 1] zero_less_one)
51518
6a56b7088a6a separate SupInf into Conditional_Complete_Lattice, move instantiation of real to RealDef
hoelzl
parents: 51481
diff changeset
  1595
  next
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1596
    fix a
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1597
    assume "Inf (f ` ({x<..} \<inter> I)) < a"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1598
    from cInf_lessD[OF _ this] False obtain y where y: "x < y" "y \<in> I" "f y < a"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1599
      by auto
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1600
    then have "eventually (\<lambda>x. x \<in> I \<longrightarrow> f x < a) (at_right x)"
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1601
      unfolding eventually_at_right by (metis less_imp_le le_less_trans mono)
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1602
    then show "eventually (\<lambda>x. f x < a) (at x within ({x<..} \<inter> I))"
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1603
      unfolding eventually_at_filter by eventually_elim simp
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1604
  qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1605
qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1606
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1607
text{* Another limit point characterization. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1608
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1609
lemma islimpt_sequential:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1610
  fixes x :: "'a::first_countable_topology"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1611
  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
  1612
    (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1613
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1614
  assume ?lhs
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  1615
  from countable_basis_at_decseq[of x] obtain A where A:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  1616
      "\<And>i. open (A i)"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  1617
      "\<And>i. x \<in> A i"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  1618
      "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> eventually (\<lambda>i. A i \<subseteq> S) sequentially"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  1619
    by blast
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1620
  def f \<equiv> "\<lambda>n. SOME y. y \<in> S \<and> y \<in> A n \<and> x \<noteq> y"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1621
  {
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1622
    fix n
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1623
    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
  1624
      unfolding islimpt_def using A(1,2)[of n] by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1625
    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
  1626
      unfolding f_def by (rule someI_ex)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1627
    then have "f n \<in> S" "f n \<in> A n" "x \<noteq> f n" by auto
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1628
  }
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1629
  then have "\<forall>n. f n \<in> S - {x}" by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1630
  moreover have "(\<lambda>n. f n) ----> x"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1631
  proof (rule topological_tendstoI)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1632
    fix S
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1633
    assume "open S" "x \<in> S"
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1634
    from A(3)[OF this] `\<And>n. f n \<in> A n`
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1635
    show "eventually (\<lambda>x. f x \<in> S) sequentially"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1636
      by (auto elim!: eventually_elim1)
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1637
  qed
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1638
  ultimately show ?rhs by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1639
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1640
  assume ?rhs
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1641
  then obtain f :: "nat \<Rightarrow> 'a" where f: "\<And>n. f n \<in> S - {x}" and lim: "f ----> x"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1642
    by auto
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1643
  show ?lhs
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1644
    unfolding islimpt_def
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1645
  proof safe
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1646
    fix T
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1647
    assume "open T" "x \<in> T"
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1648
    from lim[THEN topological_tendstoD, OF this] f
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1649
    show "\<exists>y\<in>S. y \<in> T \<and> y \<noteq> x"
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1650
      unfolding eventually_sequentially by auto
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1651
  qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1652
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1653
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1654
lemma Lim_null:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1655
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1656
  shows "(f ---> l) net \<longleftrightarrow> ((\<lambda>x. f(x) - l) ---> 0) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1657
  by (simp add: Lim dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1658
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1659
lemma Lim_null_comparison:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1660
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1661
  assumes "eventually (\<lambda>x. norm (f x) \<le> g x) net" "(g ---> 0) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1662
  shows "(f ---> 0) net"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1663
  using assms(2)
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1664
proof (rule metric_tendsto_imp_tendsto)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1665
  show "eventually (\<lambda>x. dist (f x) 0 \<le> dist (g x) 0) net"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1666
    using assms(1) by (rule eventually_elim1) (simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1667
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1668
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1669
lemma Lim_transform_bound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1670
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1671
    and g :: "'a \<Rightarrow> 'c::real_normed_vector"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1672
  assumes "eventually (\<lambda>n. norm (f n) \<le> norm (g n)) net"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1673
    and "(g ---> 0) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1674
  shows "(f ---> 0) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1675
  using assms(1) tendsto_norm_zero [OF assms(2)]
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1676
  by (rule Lim_null_comparison)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1677
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1678
text{* Deducing things about the limit from the elements. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1679
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1680
lemma Lim_in_closed_set:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1681
  assumes "closed S"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1682
    and "eventually (\<lambda>x. f(x) \<in> S) net"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1683
    and "\<not> trivial_limit net" "(f ---> l) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1684
  shows "l \<in> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1685
proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1686
  assume "l \<notin> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1687
  with `closed S` have "open (- S)" "l \<in> - S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1688
    by (simp_all add: open_Compl)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1689
  with assms(4) have "eventually (\<lambda>x. f x \<in> - S) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1690
    by (rule topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1691
  with assms(2) have "eventually (\<lambda>x. False) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1692
    by (rule eventually_elim2) simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1693
  with assms(3) show "False"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1694
    by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1695
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1696
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1697
text{* Need to prove closed(cball(x,e)) before deducing this as a corollary. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1698
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1699
lemma Lim_dist_ubound:
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1700
  assumes "\<not>(trivial_limit net)"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1701
    and "(f ---> l) net"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1702
    and "eventually (\<lambda>x. dist a (f x) \<le> e) net"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1703
  shows "dist a l \<le> e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1704
proof -
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1705
  have "dist a l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1706
  proof (rule Lim_in_closed_set)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1707
    show "closed {..e}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1708
      by simp
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1709
    show "eventually (\<lambda>x. dist a (f x) \<in> {..e}) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1710
      by (simp add: assms)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1711
    show "\<not> trivial_limit net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1712
      by fact
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1713
    show "((\<lambda>x. dist a (f x)) ---> dist a l) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1714
      by (intro tendsto_intros assms)
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1715
  qed
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1716
  then show ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1717
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1718
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1719
lemma Lim_norm_ubound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1720
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1721
  assumes "\<not>(trivial_limit net)" "(f ---> l) net" "eventually (\<lambda>x. norm(f x) \<le> e) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1722
  shows "norm(l) \<le> e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1723
proof -
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1724
  have "norm l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1725
  proof (rule Lim_in_closed_set)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1726
    show "closed {..e}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1727
      by simp
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1728
    show "eventually (\<lambda>x. norm (f x) \<in> {..e}) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1729
      by (simp add: assms)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1730
    show "\<not> trivial_limit net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1731
      by fact
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1732
    show "((\<lambda>x. norm (f x)) ---> norm l) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1733
      by (intro tendsto_intros assms)
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1734
  qed
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1735
  then show ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1736
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1737
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1738
lemma Lim_norm_lbound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1739
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1740
  assumes "\<not> trivial_limit net"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1741
    and "(f ---> l) net"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1742
    and "eventually (\<lambda>x. e \<le> norm (f x)) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1743
  shows "e \<le> norm l"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1744
proof -
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1745
  have "norm l \<in> {e..}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1746
  proof (rule Lim_in_closed_set)
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1747
    show "closed {e..}"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1748
      by simp
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1749
    show "eventually (\<lambda>x. norm (f x) \<in> {e..}) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1750
      by (simp add: assms)
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1751
    show "\<not> trivial_limit net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1752
      by fact
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1753
    show "((\<lambda>x. norm (f x)) ---> norm l) net"
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1754
      by (intro tendsto_intros assms)
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1755
  qed
53255
addd7b9b2bff tuned proofs;
wenzelm
parents: 53015
diff changeset
  1756
  then show ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1757
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1758
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1759
text{* Limit under bilinear function *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1760
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1761
lemma Lim_bilinear:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1762
  assumes "(f ---> l) net"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1763
    and "(g ---> m) net"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1764
    and "bounded_bilinear h"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1765
  shows "((\<lambda>x. h (f x) (g x)) ---> (h l m)) net"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1766
  using `bounded_bilinear h` `(f ---> l) net` `(g ---> m) net`
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1767
  by (rule bounded_bilinear.tendsto)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1768
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1769
text{* These are special for limits out of the same vector space. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1770
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1771
lemma Lim_within_id: "(id ---> a) (at a within s)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1772
  unfolding id_def by (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1773
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1774
lemma Lim_at_id: "(id ---> a) (at a)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1775
  unfolding id_def by (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1776
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1777
lemma Lim_at_zero:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1778
  fixes a :: "'a::real_normed_vector"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  1779
    and l :: "'b::topological_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1780
  shows "(f ---> l) (at a) \<longleftrightarrow> ((\<lambda>x. f(a + x)) ---> l) (at 0)"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1781
  using LIM_offset_zero LIM_offset_zero_cancel ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1782
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1783
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
  1784
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1785
abbreviation netlimit :: "'a::t2_space filter \<Rightarrow> 'a"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1786
  where "netlimit F \<equiv> Lim F (\<lambda>x. x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1787
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1788
lemma netlimit_within: "\<not> trivial_limit (at a within S) \<Longrightarrow> netlimit (at a within S) = a"
51365
6b5250100db8 netlimit is abbreviation for Lim
hoelzl
parents: 51364
diff changeset
  1789
  by (rule tendsto_Lim) (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1790
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1791
lemma netlimit_at:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1792
  fixes a :: "'a::{perfect_space,t2_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1793
  shows "netlimit (at a) = a"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1794
  using netlimit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1795
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1796
lemma lim_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1797
  "x \<in> interior S \<Longrightarrow> (f ---> l) (at x within S) \<longleftrightarrow> (f ---> l) (at x)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1798
  by (metis at_within_interior)
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1799
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1800
lemma netlimit_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1801
  fixes x :: "'a::{t2_space,perfect_space}"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1802
  assumes "x \<in> interior S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1803
  shows "netlimit (at x within S) = x"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1804
  using assms by (metis at_within_interior netlimit_at)
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1805
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1806
text{* Transformation of limit. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1807
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1808
lemma Lim_transform:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1809
  fixes f g :: "'a::type \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1810
  assumes "((\<lambda>x. f x - g x) ---> 0) net" "(f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1811
  shows "(g ---> l) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1812
  using tendsto_diff [OF assms(2) assms(1)] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1813
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1814
lemma Lim_transform_eventually:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1815
  "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
  1816
  apply (rule topological_tendstoI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1817
  apply (drule (2) topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1818
  apply (erule (1) eventually_elim2, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1819
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1820
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1821
lemma Lim_transform_within:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1822
  assumes "0 < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1823
    and "\<forall>x'\<in>S. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1824
    and "(f ---> l) (at x within S)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1825
  shows "(g ---> l) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1826
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1827
  show "eventually (\<lambda>x. f x = g x) (at x within S)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1828
    using assms(1,2) by (auto simp: dist_nz eventually_at)
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1829
  show "(f ---> l) (at x within S)" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1830
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1831
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1832
lemma Lim_transform_at:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1833
  assumes "0 < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1834
    and "\<forall>x'. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1835
    and "(f ---> l) (at x)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1836
  shows "(g ---> l) (at x)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1837
  using _ assms(3)
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1838
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1839
  show "eventually (\<lambda>x. f x = g x) (at x)"
51530
609914f0934a rename eventually_at / _within, to distinguish them from the lemmas in the HOL image
hoelzl
parents: 51518
diff changeset
  1840
    unfolding eventually_at2
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1841
    using assms(1,2) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1842
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1843
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1844
text{* Common case assuming being away from some crucial point like 0. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1845
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1846
lemma Lim_transform_away_within:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1847
  fixes a b :: "'a::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1848
  assumes "a \<noteq> b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1849
    and "\<forall>x\<in>S. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1850
    and "(f ---> l) (at a within S)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1851
  shows "(g ---> l) (at a within S)"
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1852
proof (rule Lim_transform_eventually)
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1853
  show "(f ---> l) (at a within S)" by fact
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1854
  show "eventually (\<lambda>x. f x = g x) (at a within S)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1855
    unfolding eventually_at_topological
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1856
    by (rule exI [where x="- {b}"], simp add: open_Compl assms)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1857
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1858
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1859
lemma Lim_transform_away_at:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1860
  fixes a b :: "'a::t1_space"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1861
  assumes ab: "a\<noteq>b"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1862
    and fg: "\<forall>x. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1863
    and fl: "(f ---> l) (at a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1864
  shows "(g ---> l) (at a)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1865
  using Lim_transform_away_within[OF ab, of UNIV f g l] fg fl by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1866
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1867
text{* Alternatively, within an open set. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1868
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1869
lemma Lim_transform_within_open:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1870
  assumes "open S" and "a \<in> S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1871
    and "\<forall>x\<in>S. x \<noteq> a \<longrightarrow> f x = g x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1872
    and "(f ---> l) (at a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1873
  shows "(g ---> l) (at a)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1874
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1875
  show "eventually (\<lambda>x. f x = g x) (at a)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1876
    unfolding eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1877
    using assms(1,2,3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1878
  show "(f ---> l) (at a)" by fact
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1879
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1880
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1881
text{* A congruence rule allowing us to transform limits assuming not at point. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1882
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1883
(* FIXME: Only one congruence rule for tendsto can be used at a time! *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1884
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1885
lemma Lim_cong_within(*[cong add]*):
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1886
  assumes "a = b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1887
    and "x = y"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1888
    and "S = T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1889
    and "\<And>x. x \<noteq> b \<Longrightarrow> x \<in> T \<Longrightarrow> f x = g x"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1890
  shows "(f ---> x) (at a within S) \<longleftrightarrow> (g ---> y) (at b within T)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  1891
  unfolding tendsto_def eventually_at_topological
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1892
  using assms by simp
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1893
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1894
lemma Lim_cong_at(*[cong add]*):
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1895
  assumes "a = b" "x = y"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1896
    and "\<And>x. x \<noteq> a \<Longrightarrow> f x = g x"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1897
  shows "((\<lambda>x. f x) ---> x) (at a) \<longleftrightarrow> ((g ---> y) (at a))"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1898
  unfolding tendsto_def eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1899
  using assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1900
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1901
text{* Useful lemmas on closure and set of possible sequential limits.*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1902
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1903
lemma closure_sequential:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1904
  fixes l :: "'a::first_countable_topology"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  1905
  shows "l \<in> closure S \<longleftrightarrow> (\<exists>x. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially)"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  1906
  (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1907
proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1908
  assume "?lhs"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1909
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1910
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1911
    assume "l \<in> S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1912
    then have "?rhs" using tendsto_const[of l sequentially] by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1913
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1914
  moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1915
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1916
    assume "l islimpt S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1917
    then have "?rhs" unfolding islimpt_sequential by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1918
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1919
  ultimately show "?rhs"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1920
    unfolding closure_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1921
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1922
  assume "?rhs"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1923
  then show "?lhs" unfolding closure_def islimpt_sequential by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1924
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1925
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1926
lemma closed_sequential_limits:
50883
1421884baf5b introduce first_countable_topology typeclass
hoelzl
parents: 50882
diff changeset
  1927
  fixes S :: "'a::first_countable_topology set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1928
  shows "closed S \<longleftrightarrow> (\<forall>x l. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially \<longrightarrow> l \<in> S)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1929
  using closure_sequential [where 'a='a] closure_closed [where 'a='a]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1930
    closed_limpt [where 'a='a] islimpt_sequential [where 'a='a] mem_delete [where 'a='a]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1931
  by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1932
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1933
lemma closure_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1934
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1935
  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
  1936
  apply (auto simp add: closure_def islimpt_approachable)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1937
  apply (metis dist_self)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1938
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1939
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1940
lemma closed_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1941
  fixes S :: "'a::metric_space set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  1942
  shows "closed S \<Longrightarrow> (\<forall>e>0. \<exists>y\<in>S. dist y x < e) \<longleftrightarrow> x \<in> S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1943
  by (metis closure_closed closure_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1944
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1945
lemma closure_contains_Inf:
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1946
  fixes S :: "real set"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  1947
  assumes "S \<noteq> {}" "bdd_below S"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1948
  shows "Inf S \<in> closure S"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1949
proof -
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1950
  have *: "\<forall>x\<in>S. Inf S \<le> x"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  1951
    using cInf_lower[of _ S] assms by metis
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1952
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1953
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1954
    assume "e > 0"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1955
    then have "Inf S < Inf S + e" by simp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1956
    with assms obtain x where "x \<in> S" "x < Inf S + e"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  1957
      by (subst (asm) cInf_less_iff) auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1958
    with * have "\<exists>x\<in>S. dist x (Inf S) < e"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1959
      by (intro bexI[of _ x]) (auto simp add: dist_real_def)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1960
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1961
  then show ?thesis unfolding closure_approachable by auto
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1962
qed
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1963
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1964
lemma closed_contains_Inf:
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1965
  fixes S :: "real set"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  1966
  shows "S \<noteq> {} \<Longrightarrow> bdd_below S \<Longrightarrow> closed S \<Longrightarrow> Inf S \<in> S"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1967
  by (metis closure_contains_Inf closure_closed assms)
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1968
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1969
lemma not_trivial_limit_within_ball:
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1970
  "\<not> trivial_limit (at x within S) \<longleftrightarrow> (\<forall>e>0. S \<inter> ball x e - {x} \<noteq> {})"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1971
  (is "?lhs = ?rhs")
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1972
proof -
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1973
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1974
    assume "?lhs"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1975
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1976
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1977
      assume "e > 0"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1978
      then obtain y where "y \<in> S - {x}" and "dist y x < e"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1979
        using `?lhs` not_trivial_limit_within[of x S] closure_approachable[of x "S - {x}"]
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1980
        by auto
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1981
      then have "y \<in> S \<inter> ball x e - {x}"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1982
        unfolding ball_def by (simp add: dist_commute)
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1983
      then have "S \<inter> ball x e - {x} \<noteq> {}" by blast
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1984
    }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  1985
    then have "?rhs" by auto
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1986
  }
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1987
  moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1988
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1989
    assume "?rhs"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1990
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1991
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1992
      assume "e > 0"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1993
      then obtain y where "y \<in> S \<inter> ball x e - {x}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1994
        using `?rhs` by blast
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1995
      then have "y \<in> S - {x}" and "dist y x < e"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1996
        unfolding ball_def by (simp_all add: dist_commute)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  1997
      then have "\<exists>y \<in> S - {x}. dist y x < e"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  1998
        by auto
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  1999
    }
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  2000
    then have "?lhs"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2001
      using not_trivial_limit_within[of x S] closure_approachable[of x "S - {x}"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2002
      by auto
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  2003
  }
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  2004
  ultimately show ?thesis by auto
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  2005
qed
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  2006
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2007
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2008
subsection {* Infimum Distance *}
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2009
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2010
definition "infdist x A = (if A = {} then 0 else INF a:A. dist x a)"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2011
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2012
lemma bdd_below_infdist[intro, simp]: "bdd_below (dist x`A)"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2013
  by (auto intro!: zero_le_dist)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2014
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2015
lemma infdist_notempty: "A \<noteq> {} \<Longrightarrow> infdist x A = (INF a:A. dist x a)"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2016
  by (simp add: infdist_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2017
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2018
lemma infdist_nonneg: "0 \<le> infdist x A"
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2019
  by (auto simp add: infdist_def intro: cINF_greatest)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2020
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2021
lemma infdist_le: "a \<in> A \<Longrightarrow> infdist x A \<le> dist x a"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2022
  by (auto intro: cINF_lower simp add: infdist_def)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2023
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2024
lemma infdist_le2: "a \<in> A \<Longrightarrow> dist x a \<le> d \<Longrightarrow> infdist x A \<le> d"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2025
  by (auto intro!: cINF_lower2 simp add: infdist_def)
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2026
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2027
lemma infdist_zero[simp]: "a \<in> A \<Longrightarrow> infdist a A = 0"
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2028
  by (auto intro!: antisym infdist_nonneg infdist_le2)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2029
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2030
lemma infdist_triangle: "infdist x A \<le> infdist y A + dist x y"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2031
proof (cases "A = {}")
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2032
  case True
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2033
  then show ?thesis by (simp add: infdist_def)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2034
next
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2035
  case False
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2036
  then obtain a where "a \<in> A" by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2037
  have "infdist x A \<le> Inf {dist x y + dist y a |a. a \<in> A}"
51475
ebf9d4fd00ba introduct the conditional_complete_lattice type class; generalize theorems about real Sup and Inf to it
hoelzl
parents: 51473
diff changeset
  2038
  proof (rule cInf_greatest)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2039
    from `A \<noteq> {}` show "{dist x y + dist y a |a. a \<in> A} \<noteq> {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2040
      by simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2041
    fix d
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2042
    assume "d \<in> {dist x y + dist y a |a. a \<in> A}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2043
    then obtain a where d: "d = dist x y + dist y a" "a \<in> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2044
      by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2045
    show "infdist x A \<le> d"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2046
      unfolding infdist_notempty[OF `A \<noteq> {}`]
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2047
    proof (rule cINF_lower2)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2048
      show "a \<in> A" by fact
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2049
      show "dist x a \<le> d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2050
        unfolding d by (rule dist_triangle)
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2051
    qed simp
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2052
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2053
  also have "\<dots> = dist x y + infdist y A"
51475
ebf9d4fd00ba introduct the conditional_complete_lattice type class; generalize theorems about real Sup and Inf to it
hoelzl
parents: 51473
diff changeset
  2054
  proof (rule cInf_eq, safe)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2055
    fix a
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2056
    assume "a \<in> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2057
    then show "dist x y + infdist y A \<le> dist x y + dist y a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2058
      by (auto intro: infdist_le)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2059
  next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2060
    fix i
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2061
    assume inf: "\<And>d. d \<in> {dist x y + dist y a |a. a \<in> A} \<Longrightarrow> i \<le> d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2062
    then have "i - dist x y \<le> infdist y A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2063
      unfolding infdist_notempty[OF `A \<noteq> {}`] using `a \<in> A`
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2064
      by (intro cINF_greatest) (auto simp: field_simps)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2065
    then show "i \<le> dist x y + infdist y A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2066
      by simp
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2067
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2068
  finally show ?thesis by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2069
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2070
51475
ebf9d4fd00ba introduct the conditional_complete_lattice type class; generalize theorems about real Sup and Inf to it
hoelzl
parents: 51473
diff changeset
  2071
lemma in_closure_iff_infdist_zero:
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2072
  assumes "A \<noteq> {}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2073
  shows "x \<in> closure A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2074
proof
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2075
  assume "x \<in> closure A"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2076
  show "infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2077
  proof (rule ccontr)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2078
    assume "infdist x A \<noteq> 0"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2079
    with infdist_nonneg[of x A] have "infdist x A > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2080
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2081
    then have "ball x (infdist x A) \<inter> closure A = {}"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2082
      apply auto
54775
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
  2083
      apply (metis `x \<in> closure A` closure_approachable dist_commute infdist_le not_less)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2084
      done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2085
    then have "x \<notin> closure A"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2086
      by (metis `0 < infdist x A` centre_in_ball disjoint_iff_not_equal)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2087
    then show False using `x \<in> closure A` by simp
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2088
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2089
next
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2090
  assume x: "infdist x A = 0"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2091
  then obtain a where "a \<in> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2092
    by atomize_elim (metis all_not_in_conv assms)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2093
  show "x \<in> closure A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2094
    unfolding closure_approachable
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2095
    apply safe
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2096
  proof (rule ccontr)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2097
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2098
    assume "e > 0"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2099
    assume "\<not> (\<exists>y\<in>A. dist y x < e)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2100
    then have "infdist x A \<ge> e" using `a \<in> A`
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2101
      unfolding infdist_def
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  2102
      by (force simp: dist_commute intro: cINF_greatest)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2103
    with x `e > 0` show False by auto
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2104
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2105
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2106
51475
ebf9d4fd00ba introduct the conditional_complete_lattice type class; generalize theorems about real Sup and Inf to it
hoelzl
parents: 51473
diff changeset
  2107
lemma in_closed_iff_infdist_zero:
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2108
  assumes "closed A" "A \<noteq> {}"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2109
  shows "x \<in> A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2110
proof -
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2111
  have "x \<in> closure A \<longleftrightarrow> infdist x A = 0"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2112
    by (rule in_closure_iff_infdist_zero) fact
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2113
  with assms show ?thesis by simp
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2114
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2115
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2116
lemma tendsto_infdist [tendsto_intros]:
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2117
  assumes f: "(f ---> l) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2118
  shows "((\<lambda>x. infdist (f x) A) ---> infdist l A) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2119
proof (rule tendstoI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2120
  fix e ::real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2121
  assume "e > 0"
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2122
  from tendstoD[OF f this]
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2123
  show "eventually (\<lambda>x. dist (infdist (f x) A) (infdist l A) < e) F"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2124
  proof (eventually_elim)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2125
    fix x
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2126
    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
  2127
    have "dist (infdist (f x) A) (infdist l A) \<le> dist (f x) l"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2128
      by (simp add: dist_commute dist_real_def)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2129
    also assume "dist (f x) l < e"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2130
    finally show "dist (infdist (f x) A) (infdist l A) < e" .
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2131
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2132
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  2133
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2134
text{* Some other lemmas about sequences. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2135
53597
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2136
lemma sequentially_offset: (* TODO: move to Topological_Spaces.thy *)
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  2137
  assumes "eventually (\<lambda>i. P i) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  2138
  shows "eventually (\<lambda>i. P (i + k)) sequentially"
53597
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2139
  using assms by (rule eventually_sequentially_seg [THEN iffD2])
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2140
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2141
lemma seq_offset_neg: (* TODO: move to Topological_Spaces.thy *)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2142
  "(f ---> l) sequentially \<Longrightarrow> ((\<lambda>i. f(i - k)) ---> l) sequentially"
53597
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2143
  apply (erule filterlim_compose)
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2144
  apply (simp add: filterlim_def le_sequentially eventually_filtermap eventually_sequentially)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2145
  apply arith
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2146
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2147
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2148
lemma seq_harmonic: "((\<lambda>n. inverse (real n)) ---> 0) sequentially"
53597
ea99a7964174 remove duplicate lemmas
huffman
parents: 53374
diff changeset
  2149
  using LIMSEQ_inverse_real_of_nat by (rule LIMSEQ_imp_Suc) (* TODO: move to Limits.thy *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2150
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2151
subsection {* More properties of closed balls *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2152
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2153
lemma closed_vimage: (* TODO: move to Topological_Spaces.thy *)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2154
  assumes "closed s" and "continuous_on UNIV f"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2155
  shows "closed (vimage f s)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2156
  using assms unfolding continuous_on_closed_vimage [OF closed_UNIV]
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2157
  by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2158
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2159
lemma closed_cball: "closed (cball x e)"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2160
proof -
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2161
  have "closed (dist x -` {..e})"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2162
    by (intro closed_vimage closed_atMost continuous_on_intros)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2163
  also have "dist x -` {..e} = cball x e"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2164
    by auto
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2165
  finally show ?thesis .
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  2166
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2167
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2168
lemma open_contains_cball: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>e>0.  cball x e \<subseteq> S)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2169
proof -
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2170
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2171
    fix x and e::real
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2172
    assume "x\<in>S" "e>0" "ball x e \<subseteq> S"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2173
    then have "\<exists>d>0. cball x d \<subseteq> S" unfolding subset_eq by (rule_tac x="e/2" in exI, auto)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2174
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2175
  moreover
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2176
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2177
    fix x and e::real
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2178
    assume "x\<in>S" "e>0" "cball x e \<subseteq> S"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2179
    then have "\<exists>d>0. ball x d \<subseteq> S"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2180
      unfolding subset_eq
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2181
      apply(rule_tac x="e/2" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2182
      apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2183
      done
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2184
  }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2185
  ultimately show ?thesis
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2186
    unfolding open_contains_ball by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2187
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2188
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2189
lemma open_contains_cball_eq: "open S \<Longrightarrow> (\<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
  2190
  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
  2191
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2192
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
  2193
  apply (simp add: interior_def, safe)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2194
  apply (force simp add: open_contains_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2195
  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
  2196
  apply (simp add: subset_trans [OF ball_subset_cball])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2197
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2198
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2199
lemma islimpt_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2200
  fixes x y :: "'a::{real_normed_vector,perfect_space}"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2201
  shows "y islimpt ball x e \<longleftrightarrow> 0 < e \<and> y \<in> cball x e"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2202
  (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2203
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2204
  assume "?lhs"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2205
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2206
    assume "e \<le> 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2207
    then have *:"ball x e = {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2208
      using ball_eq_empty[of x e] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2209
    have False using `?lhs`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2210
      unfolding * using islimpt_EMPTY[of y] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2211
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2212
  then have "e > 0" by (metis not_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2213
  moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2214
  have "y \<in> cball x e"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2215
    using closed_cball[of x e] islimpt_subset[of y "ball x e" "cball x e"]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2216
      ball_subset_cball[of x e] `?lhs`
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2217
    unfolding closed_limpt by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2218
  ultimately show "?rhs" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2219
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2220
  assume "?rhs"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2221
  then have "e > 0" by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2222
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2223
    fix d :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2224
    assume "d > 0"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2225
    have "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2226
    proof (cases "d \<le> dist x y")
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2227
      case True
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2228
      then show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2229
      proof (cases "x = y")
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2230
        case True
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2231
        then have False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2232
          using `d \<le> dist x y` `d>0` by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2233
        then show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2234
          by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2235
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2236
        case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2237
        have "dist x (y - (d / (2 * dist y x)) *\<^sub>R (y - x)) =
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2238
          norm (x - y + (d / (2 * norm (y - x))) *\<^sub>R (y - x))"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2239
          unfolding mem_cball mem_ball dist_norm diff_diff_eq2 diff_add_eq[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2240
          by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2241
        also have "\<dots> = \<bar>- 1 + d / (2 * norm (x - y))\<bar> * norm (x - y)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2242
          using scaleR_left_distrib[of "- 1" "d / (2 * norm (y - x))", symmetric, of "y - x"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2243
          unfolding scaleR_minus_left scaleR_one
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2244
          by (auto simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2245
        also have "\<dots> = \<bar>- norm (x - y) + d / 2\<bar>"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2246
          unfolding abs_mult_pos[of "norm (x - y)", OF norm_ge_zero[of "x - y"]]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2247
          unfolding distrib_right using `x\<noteq>y`[unfolded dist_nz, unfolded dist_norm]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2248
          by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2249
        also have "\<dots> \<le> e - d/2" using `d \<le> dist x y` and `d>0` and `?rhs`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2250
          by (auto simp add: dist_norm)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2251
        finally have "y - (d / (2 * dist y x)) *\<^sub>R (y - x) \<in> ball x e" using `d>0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2252
          by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2253
        moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2254
        have "(d / (2*dist y x)) *\<^sub>R (y - x) \<noteq> 0"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2255
          using `x\<noteq>y`[unfolded dist_nz] `d>0` unfolding scaleR_eq_0_iff
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2256
          by (auto simp add: dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2257
        moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2258
        have "dist (y - (d / (2 * dist y x)) *\<^sub>R (y - x)) y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2259
          unfolding dist_norm
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2260
          apply simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2261
          unfolding norm_minus_cancel
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2262
          using `d > 0` `x\<noteq>y`[unfolded dist_nz] dist_commute[of x y]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2263
          unfolding dist_norm
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2264
          apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2265
          done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2266
        ultimately show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2267
          apply (rule_tac x = "y - (d / (2*dist y x)) *\<^sub>R (y - x)" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2268
          apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2269
          done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2270
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2271
    next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2272
      case False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2273
      then have "d > dist x y" by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2274
      show "\<exists>x' \<in> ball x e. x' \<noteq> y \<and> dist x' y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2275
      proof (cases "x = y")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2276
        case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2277
        obtain z where **: "z \<noteq> y" "dist z y < min e d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2278
          using perfect_choose_dist[of "min e d" y]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2279
          using `d > 0` `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2280
        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
  2281
          unfolding `x = y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2282
          using `z \<noteq> y` **
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2283
          apply (rule_tac x=z in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2284
          apply (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2285
          done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2286
      next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2287
        case False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2288
        then show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2289
          using `d>0` `d > dist x y` `?rhs`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2290
          apply (rule_tac x=x in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2291
          apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2292
          done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2293
      qed
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2294
    qed
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2295
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2296
  then show "?lhs"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2297
    unfolding mem_cball islimpt_approachable mem_ball by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2298
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2299
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2300
lemma closure_ball_lemma:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2301
  fixes x y :: "'a::real_normed_vector"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2302
  assumes "x \<noteq> y"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2303
  shows "y islimpt ball x (dist x y)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2304
proof (rule islimptI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2305
  fix T
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2306
  assume "y \<in> T" "open T"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2307
  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
  2308
    unfolding open_dist by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2309
  (* choose point between x and y, within distance r of y. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2310
  def k \<equiv> "min 1 (r / (2 * dist x y))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2311
  def z \<equiv> "y + scaleR k (x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2312
  have z_def2: "z = x + scaleR (1 - k) (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2313
    unfolding z_def by (simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2314
  have "dist z y < r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2315
    unfolding z_def k_def using `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2316
    by (simp add: dist_norm min_def)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2317
  then have "z \<in> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2318
    using `\<forall>z. dist z y < r \<longrightarrow> z \<in> T` by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2319
  have "dist x z < dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2320
    unfolding z_def2 dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2321
    apply (simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2322
    apply (simp only: dist_norm [symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2323
    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
  2324
    apply (rule mult_strict_right_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2325
    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
  2326
    apply (simp add: zero_less_dist_iff `x \<noteq> y`)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2327
    done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2328
  then have "z \<in> ball x (dist x y)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2329
    by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2330
  have "z \<noteq> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2331
    unfolding z_def k_def using `x \<noteq> y` `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2332
    by (simp add: min_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2333
  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
  2334
    using `z \<in> ball x (dist x y)` `z \<in> T` `z \<noteq> y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2335
    by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2336
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2337
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2338
lemma closure_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2339
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2340
  shows "0 < e \<Longrightarrow> closure (ball x e) = cball x e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2341
  apply (rule equalityI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2342
  apply (rule closure_minimal)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2343
  apply (rule ball_subset_cball)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2344
  apply (rule closed_cball)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2345
  apply (rule subsetI, rename_tac y)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2346
  apply (simp add: le_less [where 'a=real])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2347
  apply (erule disjE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2348
  apply (rule subsetD [OF closure_subset], simp)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2349
  apply (simp add: closure_def)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2350
  apply clarify
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2351
  apply (rule closure_ball_lemma)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2352
  apply (simp add: zero_less_dist_iff)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2353
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2354
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2355
(* In a trivial vector space, this fails for e = 0. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2356
lemma interior_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2357
  fixes x :: "'a::{real_normed_vector, perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2358
  shows "interior (cball x e) = ball x e"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2359
proof (cases "e \<ge> 0")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2360
  case False note cs = this
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2361
  from cs have "ball x e = {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2362
    using ball_empty[of e x] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2363
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2364
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2365
    fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2366
    assume "y \<in> cball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2367
    then have False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2368
      unfolding mem_cball using dist_nz[of x y] cs by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2369
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2370
  then have "cball x e = {}" by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2371
  then have "interior (cball x e) = {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2372
    using interior_empty by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2373
  ultimately show ?thesis by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2374
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2375
  case True note cs = this
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2376
  have "ball x e \<subseteq> cball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2377
    using ball_subset_cball by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2378
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2379
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2380
    fix S y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2381
    assume as: "S \<subseteq> cball x e" "open S" "y\<in>S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2382
    then obtain d where "d>0" and d: "\<forall>x'. dist x' y < d \<longrightarrow> x' \<in> S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2383
      unfolding open_dist by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2384
    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
  2385
      using perfect_choose_dist [of d] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2386
    have "xa \<in> S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2387
      using d[THEN spec[where x = xa]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2388
      using xa by (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2389
    then have xa_cball: "xa \<in> cball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2390
      using as(1) by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2391
    then have "y \<in> ball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2392
    proof (cases "x = y")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2393
      case True
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2394
      then have "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2395
        using xa_y[unfolded dist_nz] xa_cball[unfolded mem_cball]
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2396
        by (auto simp add: dist_commute)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2397
      then show "y \<in> ball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2398
        using `x = y ` by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2399
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2400
      case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2401
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) y < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2402
        unfolding dist_norm
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2403
        using `d>0` norm_ge_zero[of "y - x"] `x \<noteq> y` by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2404
      then have *: "y + (d / 2 / dist y x) *\<^sub>R (y - x) \<in> cball x e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2405
        using d as(1)[unfolded subset_eq] by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2406
      have "y - x \<noteq> 0" using `x \<noteq> y` by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2407
      then have **:"d / (2 * norm (y - x)) > 0"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2408
        unfolding zero_less_norm_iff[symmetric]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2409
        using `d>0` divide_pos_pos[of d "2*norm (y - x)"] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2410
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) x =
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2411
        norm (y + (d / (2 * norm (y - x))) *\<^sub>R y - (d / (2 * norm (y - x))) *\<^sub>R x - x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2412
        by (auto simp add: dist_norm algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2413
      also have "\<dots> = norm ((1 + d / (2 * norm (y - x))) *\<^sub>R (y - x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2414
        by (auto simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2415
      also have "\<dots> = \<bar>1 + d / (2 * norm (y - x))\<bar> * norm (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2416
        using ** by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2417
      also have "\<dots> = (dist y x) + d/2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2418
        using ** by (auto simp add: distrib_right dist_norm)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2419
      finally have "e \<ge> dist x y +d/2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2420
        using *[unfolded mem_cball] by (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2421
      then show "y \<in> ball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2422
        unfolding mem_ball using `d>0` by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2423
    qed
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2424
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2425
  then have "\<forall>S \<subseteq> cball x e. open S \<longrightarrow> S \<subseteq> ball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2426
    by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2427
  ultimately show ?thesis
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2428
    using interior_unique[of "ball x e" "cball x e"]
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2429
    using open_ball[of x e]
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2430
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2431
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2432
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2433
lemma frontier_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2434
  fixes a :: "'a::real_normed_vector"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2435
  shows "0 < e \<Longrightarrow> 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
  2436
  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
  2437
  apply (simp add: set_eq_iff)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2438
  apply arith
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2439
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2440
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2441
lemma frontier_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2442
  fixes a :: "'a::{real_normed_vector, perfect_space}"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2443
  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
  2444
  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
  2445
  apply (simp add: set_eq_iff)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2446
  apply arith
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2447
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2448
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2449
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
  2450
  apply (simp add: set_eq_iff not_le)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2451
  apply (metis zero_le_dist dist_self order_less_le_trans)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2452
  done
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2453
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2454
lemma cball_empty: "e < 0 \<Longrightarrow> cball x e = {}"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2455
  by (simp add: cball_eq_empty)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2456
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2457
lemma cball_eq_sing:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  2458
  fixes x :: "'a::{metric_space,perfect_space}"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2459
  shows "cball x e = {x} \<longleftrightarrow> e = 0"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2460
proof (rule linorder_cases)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2461
  assume e: "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2462
  obtain a where "a \<noteq> x" "dist a x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2463
    using perfect_choose_dist [OF e] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2464
  then have "a \<noteq> x" "dist x a \<le> e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2465
    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
  2466
  with e show ?thesis by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2467
qed auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2468
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2469
lemma cball_sing:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2470
  fixes x :: "'a::metric_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2471
  shows "e = 0 \<Longrightarrow> 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
  2472
  by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2473
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2474
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2475
subsection {* Boundedness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2476
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2477
  (* FIXME: This has to be unified with BSEQ!! *)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2478
definition (in metric_space) bounded :: "'a set \<Rightarrow> bool"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2479
  where "bounded S \<longleftrightarrow> (\<exists>x e. \<forall>y\<in>S. dist x y \<le> e)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2480
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  2481
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
  2482
  unfolding bounded_def subset_eq by auto
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  2483
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2484
lemma bounded_any_center: "bounded S \<longleftrightarrow> (\<exists>e. \<forall>y\<in>S. dist a y \<le> e)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2485
  unfolding bounded_def
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2486
  apply safe
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2487
  apply (rule_tac x="dist a x + e" in exI)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2488
  apply clarify
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2489
  apply (drule (1) bspec)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2490
  apply (erule order_trans [OF dist_triangle add_left_mono])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2491
  apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2492
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2493
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2494
lemma bounded_iff: "bounded S \<longleftrightarrow> (\<exists>a. \<forall>x\<in>S. norm x \<le> a)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2495
  unfolding bounded_any_center [where a=0]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2496
  by (simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2497
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2498
lemma bounded_realI:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2499
  assumes "\<forall>x\<in>s. abs (x::real) \<le> B"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2500
  shows "bounded s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2501
  unfolding bounded_def dist_real_def
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2502
  apply (rule_tac x=0 in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2503
  using assms
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2504
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2505
  done
50104
de19856feb54 move theorems to be more generally useable
hoelzl
parents: 50094
diff changeset
  2506
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2507
lemma bounded_empty [simp]: "bounded {}"
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2508
  by (simp add: bounded_def)
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2509
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2510
lemma bounded_subset: "bounded T \<Longrightarrow> S \<subseteq> T \<Longrightarrow> bounded S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2511
  by (metis bounded_def subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2512
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2513
lemma bounded_interior[intro]: "bounded S \<Longrightarrow> bounded(interior S)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2514
  by (metis bounded_subset interior_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2515
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2516
lemma bounded_closure[intro]:
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2517
  assumes "bounded S"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2518
  shows "bounded (closure S)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2519
proof -
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2520
  from assms obtain x and a where a: "\<forall>y\<in>S. dist x y \<le> a"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2521
    unfolding bounded_def by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2522
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2523
    fix y
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2524
    assume "y \<in> closure S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2525
    then obtain f where f: "\<forall>n. f n \<in> S"  "(f ---> y) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2526
      unfolding closure_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2527
    have "\<forall>n. f n \<in> S \<longrightarrow> dist x (f n) \<le> a" using a by simp
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2528
    then have "eventually (\<lambda>n. dist x (f n) \<le> a) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2529
      by (rule eventually_mono, simp add: f(1))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2530
    have "dist x y \<le> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2531
      apply (rule Lim_dist_ubound [of sequentially f])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2532
      apply (rule trivial_limit_sequentially)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2533
      apply (rule f(2))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2534
      apply fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2535
      done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2536
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2537
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2538
    unfolding bounded_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2539
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2540
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2541
lemma bounded_cball[simp,intro]: "bounded (cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2542
  apply (simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2543
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2544
  apply (rule_tac x=e in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2545
  apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2546
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2547
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2548
lemma bounded_ball[simp,intro]: "bounded (ball x e)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2549
  by (metis ball_subset_cball bounded_cball bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2550
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2551
lemma bounded_Un[simp]: "bounded (S \<union> T) \<longleftrightarrow> bounded S \<and> bounded T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2552
  apply (auto simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2553
  apply (rename_tac x y r s)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2554
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2555
  apply (rule_tac x="max r (dist x y + s)" in exI)
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2556
  apply (rule ballI)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2557
  apply safe
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2558
  apply (drule (1) bspec)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2559
  apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2560
  apply (drule (1) bspec)
54863
82acc20ded73 prefer more canonical names for lemmas on min/max
haftmann
parents: 54797
diff changeset
  2561
  apply (rule max.coboundedI2)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2562
  apply (erule order_trans [OF dist_triangle add_left_mono])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2563
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2564
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2565
lemma bounded_Union[intro]: "finite F \<Longrightarrow> \<forall>S\<in>F. bounded S \<Longrightarrow> bounded (\<Union>F)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2566
  by (induct rule: finite_induct[of F]) auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2567
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2568
lemma bounded_UN [intro]: "finite A \<Longrightarrow> \<forall>x\<in>A. bounded (B x) \<Longrightarrow> bounded (\<Union>x\<in>A. B x)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2569
  by (induct set: finite) auto
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  2570
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2571
lemma bounded_insert [simp]: "bounded (insert x S) \<longleftrightarrow> bounded S"
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2572
proof -
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2573
  have "\<forall>y\<in>{x}. dist x y \<le> 0"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2574
    by simp
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2575
  then have "bounded {x}"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2576
    unfolding bounded_def by fast
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2577
  then show ?thesis
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2578
    by (metis insert_is_Un bounded_Un)
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2579
qed
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2580
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2581
lemma finite_imp_bounded [intro]: "finite S \<Longrightarrow> bounded S"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2582
  by (induct set: finite) simp_all
50948
8c742f9de9f5 generalize topology lemmas; simplify proofs
huffman
parents: 50944
diff changeset
  2583
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2584
lemma bounded_pos: "bounded S \<longleftrightarrow> (\<exists>b>0. \<forall>x\<in> S. norm x \<le> b)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2585
  apply (simp add: bounded_iff)
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2586
  apply (subgoal_tac "\<And>x (y::real). 0 < 1 + abs y \<and> (x \<le> y \<longrightarrow> x \<le> 1 + abs y)")
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2587
  apply metis
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2588
  apply arith
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2589
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2590
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2591
lemma Bseq_eq_bounded:
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2592
  fixes f :: "nat \<Rightarrow> 'a::real_normed_vector"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2593
  shows "Bseq f \<longleftrightarrow> bounded (range f)"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  2594
  unfolding Bseq_def bounded_pos by auto
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  2595
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2596
lemma bounded_Int[intro]: "bounded S \<or> bounded T \<Longrightarrow> bounded (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2597
  by (metis Int_lower1 Int_lower2 bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2598
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2599
lemma bounded_diff[intro]: "bounded S \<Longrightarrow> bounded (S - T)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2600
  by (metis Diff_subset bounded_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2601
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2602
lemma not_bounded_UNIV[simp, intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2603
  "\<not> bounded (UNIV :: 'a::{real_normed_vector, perfect_space} set)"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2604
proof (auto simp add: bounded_pos not_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2605
  obtain x :: 'a where "x \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2606
    using perfect_choose_dist [OF zero_less_one] by fast
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2607
  fix b :: real
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2608
  assume b: "b >0"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2609
  have b1: "b +1 \<ge> 0"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2610
    using b by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2611
  with `x \<noteq> 0` have "b < norm (scaleR (b + 1) (sgn x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2612
    by (simp add: norm_sgn)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2613
  then show "\<exists>x::'a. b < norm x" ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2614
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2615
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2616
lemma bounded_linear_image:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2617
  assumes "bounded S"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2618
    and "bounded_linear f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2619
  shows "bounded (f ` S)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2620
proof -
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2621
  from assms(1) obtain b where b: "b > 0" "\<forall>x\<in>S. norm x \<le> b"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2622
    unfolding bounded_pos by auto
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2623
  from assms(2) obtain B where B: "B > 0" "\<forall>x. norm (f x) \<le> B * norm x"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2624
    using bounded_linear.pos_bounded by (auto simp add: mult_ac)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2625
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2626
    fix x
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2627
    assume "x \<in> S"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2628
    then have "norm x \<le> b"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2629
      using b by auto
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2630
    then have "norm (f x) \<le> B * b"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2631
      using B(2)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2632
      apply (erule_tac x=x in allE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2633
      apply (metis B(1) B(2) order_trans mult_le_cancel_left_pos)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2634
      done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2635
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2636
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2637
    unfolding bounded_pos
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2638
    apply (rule_tac x="b*B" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2639
    using b B mult_pos_pos [of b B]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2640
    apply (auto simp add: mult_commute)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2641
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2642
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2643
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2644
lemma bounded_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2645
  fixes S :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2646
  shows "bounded S \<Longrightarrow> bounded ((\<lambda>x. c *\<^sub>R x) ` S)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2647
  apply (rule bounded_linear_image)
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2648
  apply assumption
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  2649
  apply (rule bounded_linear_scaleR_right)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2650
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2651
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2652
lemma bounded_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2653
  fixes S :: "'a::real_normed_vector set"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2654
  assumes "bounded S"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2655
  shows "bounded ((\<lambda>x. a + x) ` S)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2656
proof -
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2657
  from assms obtain b where b: "b > 0" "\<forall>x\<in>S. norm x \<le> b"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2658
    unfolding bounded_pos by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2659
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2660
    fix x
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2661
    assume "x \<in> S"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2662
    then have "norm (a + x) \<le> b + norm a"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2663
      using norm_triangle_ineq[of a x] b by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2664
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2665
  then show ?thesis
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2666
    unfolding bounded_pos
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2667
    using norm_ge_zero[of a] b(1) and add_strict_increasing[of b 0 "norm a"]
48048
87b94fb75198 remove stray reference to no-longer-existing theorem 'add'
huffman
parents: 47108
diff changeset
  2668
    by (auto intro!: exI[of _ "b + norm a"])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2669
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2670
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2671
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2672
text{* Some theorems on sups and infs using the notion "bounded". *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2673
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2674
lemma bounded_real: "bounded (S::real set) \<longleftrightarrow> (\<exists>a. \<forall>x\<in>S. \<bar>x\<bar> \<le> a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2675
  by (simp add: bounded_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2676
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2677
lemma bounded_imp_bdd_above: "bounded S \<Longrightarrow> bdd_above (S :: real set)"
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2678
  by (auto simp: bounded_def bdd_above_def dist_real_def)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2679
     (metis abs_le_D1 abs_minus_commute diff_le_eq)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2680
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2681
lemma bounded_imp_bdd_below: "bounded S \<Longrightarrow> bdd_below (S :: real set)"
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2682
  by (auto simp: bounded_def bdd_below_def dist_real_def)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2683
     (metis abs_le_D1 add_commute diff_le_eq)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2684
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2685
(* TODO: remove the following lemmas about Inf and Sup, is now in conditionally complete lattice *)
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2686
33270
paulson
parents: 33175
diff changeset
  2687
lemma bounded_has_Sup:
paulson
parents: 33175
diff changeset
  2688
  fixes S :: "real set"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2689
  assumes "bounded S"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2690
    and "S \<noteq> {}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2691
  shows "\<forall>x\<in>S. x \<le> Sup S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2692
    and "\<forall>b. (\<forall>x\<in>S. x \<le> b) \<longrightarrow> Sup S \<le> b"
33270
paulson
parents: 33175
diff changeset
  2693
proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2694
  show "\<forall>b. (\<forall>x\<in>S. x \<le> b) \<longrightarrow> Sup S \<le> b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2695
    using assms by (metis cSup_least)
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2696
qed (metis cSup_upper assms(1) bounded_imp_bdd_above)
33270
paulson
parents: 33175
diff changeset
  2697
paulson
parents: 33175
diff changeset
  2698
lemma Sup_insert:
paulson
parents: 33175
diff changeset
  2699
  fixes S :: "real set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2700
  shows "bounded S \<Longrightarrow> Sup (insert x S) = (if S = {} then x else max x (Sup S))"
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2701
  by (auto simp: bounded_imp_bdd_above sup_max cSup_insert_If)
33270
paulson
parents: 33175
diff changeset
  2702
paulson
parents: 33175
diff changeset
  2703
lemma Sup_insert_finite:
paulson
parents: 33175
diff changeset
  2704
  fixes S :: "real set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2705
  shows "finite S \<Longrightarrow> Sup (insert x S) = (if S = {} then x else max x (Sup S))"
33270
paulson
parents: 33175
diff changeset
  2706
  apply (rule Sup_insert)
paulson
parents: 33175
diff changeset
  2707
  apply (rule finite_imp_bounded)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2708
  apply simp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2709
  done
33270
paulson
parents: 33175
diff changeset
  2710
paulson
parents: 33175
diff changeset
  2711
lemma bounded_has_Inf:
paulson
parents: 33175
diff changeset
  2712
  fixes S :: "real set"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2713
  assumes "bounded S"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2714
    and "S \<noteq> {}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2715
  shows "\<forall>x\<in>S. x \<ge> Inf S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2716
    and "\<forall>b. (\<forall>x\<in>S. x \<ge> b) \<longrightarrow> Inf S \<ge> b"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2717
proof
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2718
  show "\<forall>b. (\<forall>x\<in>S. x \<ge> b) \<longrightarrow> Inf S \<ge> b"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2719
    using assms by (metis cInf_greatest)
54258
adfc759263ab use bdd_above and bdd_below for conditionally complete lattices
hoelzl
parents: 54230
diff changeset
  2720
qed (metis cInf_lower assms(1) bounded_imp_bdd_below)
33270
paulson
parents: 33175
diff changeset
  2721
paulson
parents: 33175
diff changeset
  2722
lemma Inf_insert:
paulson
parents: 33175
diff changeset
  2723
  fixes S :: "real set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2724
  shows "bounded S \<Longrightarrow> Inf (insert x S) = (if S = {} then x else min x (Inf S))"
54259
71c701dc5bf9 add SUP and INF for conditionally complete lattices
hoelzl
parents: 54258
diff changeset
  2725
  by (auto simp: bounded_imp_bdd_below inf_min cInf_insert_If)
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2726
33270
paulson
parents: 33175
diff changeset
  2727
lemma Inf_insert_finite:
paulson
parents: 33175
diff changeset
  2728
  fixes S :: "real set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2729
  shows "finite S \<Longrightarrow> Inf (insert x S) = (if S = {} then x else min x (Inf S))"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2730
  apply (rule Inf_insert)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2731
  apply (rule finite_imp_bounded)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2732
  apply simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2733
  done
33270
paulson
parents: 33175
diff changeset
  2734
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2735
subsection {* Compactness *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2736
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2737
subsubsection {* Bolzano-Weierstrass property *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2738
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2739
lemma heine_borel_imp_bolzano_weierstrass:
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2740
  assumes "compact s"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2741
    and "infinite t"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2742
    and "t \<subseteq> s"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2743
  shows "\<exists>x \<in> s. x islimpt t"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  2744
proof (rule ccontr)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2745
  assume "\<not> (\<exists>x \<in> s. x islimpt t)"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2746
  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)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2747
    unfolding islimpt_def
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2748
    using bchoice[of s "\<lambda> x T. x \<in> T \<and> open T \<and> (\<forall>y\<in>t. y \<in> T \<longrightarrow> y = x)"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2749
    by auto
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2750
  obtain g where g: "g \<subseteq> {t. \<exists>x. x \<in> s \<and> t = f x}" "finite g" "s \<subseteq> \<Union>g"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2751
    using assms(1)[unfolded compact_eq_heine_borel, THEN spec[where x="{t. \<exists>x. x\<in>s \<and> t = f x}"]]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2752
    using f by auto
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2753
  from g(1,3) have g':"\<forall>x\<in>g. \<exists>xa \<in> s. x = f xa"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2754
    by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2755
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2756
    fix x y
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2757
    assume "x \<in> t" "y \<in> t" "f x = f y"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2758
    then have "x \<in> f x"  "y \<in> f x \<longrightarrow> y = x"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2759
      using f[THEN bspec[where x=x]] and `t \<subseteq> s` by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2760
    then have "x = y"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2761
      using `f x = f y` and f[THEN bspec[where x=y]] and `y \<in> t` and `t \<subseteq> s`
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2762
      by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2763
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2764
  then have "inj_on f t"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2765
    unfolding inj_on_def by simp
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2766
  then have "infinite (f ` t)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2767
    using assms(2) using finite_imageD by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2768
  moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2769
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2770
    fix x
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2771
    assume "x \<in> t" "f x \<notin> g"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2772
    from g(3) assms(3) `x \<in> t` obtain h where "h \<in> g" and "x \<in> h"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2773
      by auto
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2774
    then obtain y where "y \<in> s" "h = f y"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2775
      using g'[THEN bspec[where x=h]] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2776
    then have "y = x"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2777
      using f[THEN bspec[where x=y]] and `x\<in>t` and `x\<in>h`[unfolded `h = f y`]
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2778
      by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2779
    then have False
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2780
      using `f x \<notin> g` `h \<in> g` unfolding `h = f y`
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2781
      by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2782
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2783
  then have "f ` t \<subseteq> g" by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2784
  ultimately show False
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2785
    using g(2) using finite_subset by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2786
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2787
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
  2788
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
  2789
  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
  2790
  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
  2791
  shows "\<exists>r. subseq r \<and> (f \<circ> r) ----> l"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2792
proof -
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2793
  from countable_basis_at_decseq[of l]
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2794
  obtain A where A:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2795
      "\<And>i. open (A i)"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2796
      "\<And>i. l \<in> A i"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2797
      "\<And>S. open S \<Longrightarrow> l \<in> S \<Longrightarrow> eventually (\<lambda>i. A i \<subseteq> S) sequentially"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  2798
    by blast
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2799
  def s \<equiv> "\<lambda>n i. SOME j. i < j \<and> f j \<in> A (Suc n)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2800
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2801
    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
  2802
    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
  2803
      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
  2804
    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
  2805
      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
  2806
    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
  2807
      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
  2808
    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
  2809
      by (auto simp: not_le)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2810
    then have "i < s n i" "f (s n i) \<in> A (Suc n)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2811
      unfolding s_def by (auto intro: someI2_ex)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2812
  }
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2813
  note s = this
55415
05f5fdb8d093 renamed 'nat_{case,rec}' to '{case,rec}_nat'
blanchet
parents: 54863
diff changeset
  2814
  def r \<equiv> "rec_nat (s 0 0) s"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2815
  have "subseq r"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2816
    by (auto simp: r_def s subseq_Suc_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2817
  moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2818
  have "(\<lambda>n. f (r n)) ----> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2819
  proof (rule topological_tendstoI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2820
    fix S
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2821
    assume "open S" "l \<in> S"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2822
    with A(3) have "eventually (\<lambda>i. A i \<subseteq> S) sequentially"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2823
      by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2824
    moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2825
    {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2826
      fix i
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2827
      assume "Suc 0 \<le> i"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2828
      then have "f (r i) \<in> A i"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2829
        by (cases i) (simp_all add: r_def s)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2830
    }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2831
    then have "eventually (\<lambda>i. f (r i) \<in> A i) sequentially"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2832
      by (auto simp: eventually_sequentially)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2833
    ultimately show "eventually (\<lambda>i. f (r i) \<in> S) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2834
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2835
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2836
  ultimately show "\<exists>r. subseq r \<and> (f \<circ> r) ----> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2837
    by (auto simp: convergent_def comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2838
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2839
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2840
lemma sequence_infinite_lemma:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2841
  fixes f :: "nat \<Rightarrow> 'a::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2842
  assumes "\<forall>n. f n \<noteq> l"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2843
    and "(f ---> l) sequentially"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2844
  shows "infinite (range f)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2845
proof
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2846
  assume "finite (range f)"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2847
  then have "closed (range f)"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2848
    by (rule finite_imp_closed)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2849
  then have "open (- range f)"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2850
    by (rule open_Compl)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2851
  from assms(1) have "l \<in> - range f"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2852
    by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2853
  from assms(2) have "eventually (\<lambda>n. f n \<in> - range f) sequentially"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2854
    using `open (- range f)` `l \<in> - range f`
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2855
    by (rule topological_tendstoD)
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2856
  then show False
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2857
    unfolding eventually_sequentially
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2858
    by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2859
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2860
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2861
lemma closure_insert:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2862
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2863
  shows "closure (insert x s) = insert x (closure s)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2864
  apply (rule closure_unique)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2865
  apply (rule insert_mono [OF closure_subset])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2866
  apply (rule closed_insert [OF closed_closure])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2867
  apply (simp add: closure_minimal)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2868
  done
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2869
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2870
lemma islimpt_insert:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2871
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2872
  shows "x islimpt (insert a s) \<longleftrightarrow> x islimpt s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2873
proof
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2874
  assume *: "x islimpt (insert a s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2875
  show "x islimpt s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2876
  proof (rule islimptI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2877
    fix t
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2878
    assume t: "x \<in> t" "open t"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2879
    show "\<exists>y\<in>s. y \<in> t \<and> y \<noteq> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2880
    proof (cases "x = a")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2881
      case True
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2882
      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
  2883
        using * t by (rule islimptE)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2884
      with `x = a` show ?thesis by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2885
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2886
      case False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2887
      with t have t': "x \<in> t - {a}" "open (t - {a})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2888
        by (simp_all add: open_Diff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2889
      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
  2890
        using * t' by (rule islimptE)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2891
      then show ?thesis 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
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2894
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2895
  assume "x islimpt s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2896
  then show "x islimpt (insert a s)"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2897
    by (rule islimpt_subset) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2898
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2899
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2900
lemma islimpt_finite:
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2901
  fixes x :: "'a::t1_space"
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2902
  shows "finite s \<Longrightarrow> \<not> x islimpt s"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2903
  by (induct set: finite) (simp_all add: islimpt_insert)
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2904
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2905
lemma islimpt_union_finite:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2906
  fixes x :: "'a::t1_space"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2907
  shows "finite s \<Longrightarrow> x islimpt (s \<union> t) \<longleftrightarrow> x islimpt t"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2908
  by (simp add: islimpt_Un islimpt_finite)
50897
078590669527 generalize lemma islimpt_finite to class t1_space
huffman
parents: 50884
diff changeset
  2909
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
  2910
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
  2911
  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
  2912
  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
  2913
proof (safe intro!: islimptI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2914
  fix U
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2915
  assume "l islimpt S" "l \<in> U" "open U" "finite (U \<inter> 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
  2916
  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
  2917
    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
  2918
  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
  2919
    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
  2920
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2921
  fix T
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2922
  assume *: "\<forall>U. l\<in>U \<longrightarrow> open U \<longrightarrow> infinite (U \<inter> S)" "l \<in> T" "open T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2923
  then have "infinite (T \<inter> S - {l})"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2924
    by 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
  2925
  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
  2926
    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
  2927
  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
  2928
    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
  2929
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
  2930
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
  2931
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
  2932
  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
  2933
  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
  2934
  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
  2935
  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
  2936
  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
  2937
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2938
lemma sequence_unique_limpt:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2939
  fixes f :: "nat \<Rightarrow> 'a::t2_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2940
  assumes "(f ---> l) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2941
    and "l' islimpt (range f)"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2942
  shows "l' = l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2943
proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2944
  assume "l' \<noteq> l"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2945
  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
  2946
    using hausdorff [OF `l' \<noteq> l`] by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2947
  have "eventually (\<lambda>n. f n \<in> t) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2948
    using assms(1) `open t` `l \<in> t` by (rule topological_tendstoD)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2949
  then obtain N where "\<forall>n\<ge>N. f n \<in> t"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2950
    unfolding eventually_sequentially by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2951
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2952
  have "UNIV = {..<N} \<union> {N..}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2953
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2954
  then have "l' islimpt (f ` ({..<N} \<union> {N..}))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2955
    using assms(2) by simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2956
  then have "l' islimpt (f ` {..<N} \<union> f ` {N..})"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2957
    by (simp add: image_Un)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2958
  then have "l' islimpt (f ` {N..})"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2959
    by (simp add: islimpt_union_finite)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2960
  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
  2961
    using `l' \<in> s` `open s` by (rule islimptE)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2962
  then obtain n where "N \<le> n" "f n \<in> s" "f n \<noteq> l'"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2963
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2964
  with `\<forall>n\<ge>N. f n \<in> t` have "f n \<in> s \<inter> t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2965
    by simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2966
  with `s \<inter> t = {}` show False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2967
    by simp
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2968
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2969
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2970
lemma bolzano_weierstrass_imp_closed:
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  2971
  fixes s :: "'a::{first_countable_topology,t2_space} set"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2972
  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
  2973
  shows "closed s"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2974
proof -
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2975
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2976
    fix x l
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2977
    assume as: "\<forall>n::nat. x n \<in> s" "(x ---> l) sequentially"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2978
    then have "l \<in> s"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2979
    proof (cases "\<forall>n. x n \<noteq> l")
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2980
      case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2981
      then show "l\<in>s" using as(1) by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2982
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2983
      case True note cas = this
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2984
      with as(2) have "infinite (range x)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2985
        using sequence_infinite_lemma[of x l] by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2986
      then obtain l' where "l'\<in>s" "l' islimpt (range x)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2987
        using assms[THEN spec[where x="range x"]] as(1) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2988
      then show "l\<in>s" using sequence_unique_limpt[of x l l']
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2989
        using as cas by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2990
    qed
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2991
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2992
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  2993
    unfolding closed_sequential_limits by fast
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2994
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  2995
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2996
lemma compact_imp_bounded:
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2997
  assumes "compact U"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  2998
  shows "bounded U"
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  2999
proof -
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3000
  have "compact U" "\<forall>x\<in>U. open (ball x 1)" "U \<subseteq> (\<Union>x\<in>U. ball x 1)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3001
    using assms by auto
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3002
  then obtain D where D: "D \<subseteq> U" "finite D" "U \<subseteq> (\<Union>x\<in>D. ball x 1)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3003
    by (rule compactE_image)
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  3004
  from `finite D` have "bounded (\<Union>x\<in>D. ball x 1)"
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  3005
    by (simp add: bounded_UN)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3006
  then show "bounded U" using `U \<subseteq> (\<Union>x\<in>D. ball x 1)`
50955
ada575c605e1 simplify proof of compact_imp_bounded
huffman
parents: 50949
diff changeset
  3007
    by (rule bounded_subset)
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3008
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3009
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3010
text{* In particular, some common special cases. *}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3011
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3012
lemma compact_union [intro]:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3013
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3014
    and "compact t"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3015
  shows " compact (s \<union> t)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  3016
proof (rule compactI)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3017
  fix f
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3018
  assume *: "Ball f open" "s \<union> t \<subseteq> \<Union>f"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3019
  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
  3020
    unfolding compact_eq_heine_borel by (auto elim!: allE[of _ f]) metis
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3021
  moreover
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3022
  from * `compact t` obtain t' where "t' \<subseteq> f \<and> finite t' \<and> t \<subseteq> \<Union>t'"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3023
    unfolding compact_eq_heine_borel by (auto elim!: allE[of _ f]) metis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3024
  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
  3025
    by (auto intro!: exI[of _ "s' \<union> t'"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3026
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3027
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3028
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
  3029
  by (induct set: finite) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3030
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3031
lemma compact_UN [intro]:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3032
  "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
  3033
  unfolding SUP_def by (rule compact_Union) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3034
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3035
lemma closed_inter_compact [intro]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3036
  assumes "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3037
    and "compact t"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3038
  shows "compact (s \<inter> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3039
  using compact_inter_closed [of t s] assms
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3040
  by (simp add: Int_commute)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3041
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3042
lemma compact_inter [intro]:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  3043
  fixes s t :: "'a :: t2_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3044
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3045
    and "compact t"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3046
  shows "compact (s \<inter> t)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3047
  using assms by (intro compact_inter_closed compact_imp_closed)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3048
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3049
lemma compact_sing [simp]: "compact {a}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3050
  unfolding compact_eq_heine_borel by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3051
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3052
lemma compact_insert [simp]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3053
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3054
  shows "compact (insert x s)"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3055
proof -
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3056
  have "compact ({x} \<union> s)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3057
    using compact_sing assms by (rule compact_union)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3058
  then show ?thesis by simp
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3059
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3060
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3061
lemma finite_imp_compact: "finite s \<Longrightarrow> compact s"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3062
  by (induct set: finite) simp_all
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3063
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3064
lemma open_delete:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3065
  fixes s :: "'a::t1_space set"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3066
  shows "open s \<Longrightarrow> open (s - {x})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3067
  by (simp add: open_Diff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3068
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3069
text{*Compactness expressed with filters*}
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3070
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3071
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
  3072
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3073
lemma eventually_filter_from_subbase:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3074
  "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
  3075
    (is "_ \<longleftrightarrow> ?R P")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3076
  unfolding filter_from_subbase_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3077
proof (rule eventually_Abs_filter is_filter.intro)+
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3078
  show "?R (\<lambda>x. True)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3079
    by (rule exI[of _ "{}"]) (simp add: le_fun_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3080
next
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3081
  fix P Q
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3082
  assume "?R P" then guess X ..
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3083
  moreover
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3084
  assume "?R Q" then guess Y ..
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3085
  ultimately show "?R (\<lambda>x. P x \<and> Q x)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3086
    by (intro exI[of _ "X \<union> Y"]) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3087
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3088
  fix P Q
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3089
  assume "?R P" then guess X ..
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3090
  moreover assume "\<forall>x. P x \<longrightarrow> Q x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3091
  ultimately show "?R Q"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3092
    by (intro exI[of _ X]) auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3093
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3094
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3095
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
  3096
  by (subst eventually_filter_from_subbase) (auto intro!: exI[of _ "{P}"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3097
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3098
lemma filter_from_subbase_not_bot:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3099
  "\<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
  3100
  unfolding trivial_limit_def eventually_filter_from_subbase by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3101
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3102
lemma closure_iff_nhds_not_empty:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3103
  "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
  3104
proof safe
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3105
  assume x: "x \<in> closure X"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3106
  fix S A
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3107
  assume "open S" "x \<in> S" "X \<inter> A = {}" "S \<subseteq> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3108
  then have "x \<notin> closure (-S)"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3109
    by (auto simp: closure_complement subset_eq[symmetric] intro: interiorI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3110
  with x have "x \<in> closure X - closure (-S)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3111
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3112
  also have "\<dots> \<subseteq> closure (X \<inter> S)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3113
    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
  3114
  finally have "X \<inter> S \<noteq> {}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3115
  then show False using `X \<inter> A = {}` `S \<subseteq> A` by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3116
next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3117
  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
  3118
  from this[THEN spec, of "- X", THEN spec, of "- closure X"]
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3119
  show "x \<in> closure X"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3120
    by (simp add: closure_subset open_Compl)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3121
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3122
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3123
lemma compact_filter:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3124
  "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
  3125
proof (intro allI iffI impI compact_fip[THEN iffD2] notI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3126
  fix F
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3127
  assume "compact U"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3128
  assume F: "F \<noteq> bot" "eventually (\<lambda>x. x \<in> U) F"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3129
  then have "U \<noteq> {}"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3130
    by (auto simp: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3131
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3132
  def Z \<equiv> "closure ` {A. eventually (\<lambda>x. x \<in> A) F}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3133
  then have "\<forall>z\<in>Z. closed z"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3134
    by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3135
  moreover
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3136
  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
  3137
    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
  3138
  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
  3139
  proof (intro allI impI)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3140
    fix B assume "finite B" "B \<subseteq> Z"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3141
    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
  3142
      by (auto intro!: eventually_Ball_finite)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3143
    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
  3144
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3145
    with F show "U \<inter> \<Inter>B \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3146
      by (intro notI) (simp add: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3147
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3148
  ultimately have "U \<inter> \<Inter>Z \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3149
    using `compact U` unfolding compact_fip by blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3150
  then obtain x where "x \<in> U" and x: "\<And>z. z \<in> Z \<Longrightarrow> x \<in> z"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3151
    by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3152
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3153
  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
  3154
    unfolding eventually_inf eventually_nhds
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3155
  proof safe
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3156
    fix P Q R S
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3157
    assume "eventually R F" "open S" "x \<in> S"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3158
    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
  3159
    have "S \<inter> {x. R x} \<noteq> {}" by (auto simp: Z_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3160
    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
  3161
    ultimately show False by (auto simp: set_eq_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3162
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3163
  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
  3164
    by (metis eventually_bot)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3165
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3166
  fix A
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3167
  assume A: "\<forall>a\<in>A. closed a" "\<forall>B\<subseteq>A. finite B \<longrightarrow> U \<inter> \<Inter>B \<noteq> {}" "U \<inter> \<Inter>A = {}"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3168
  def P' \<equiv> "(\<lambda>a (x::'a). x \<in> a)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3169
  then have inj_P': "\<And>A. inj_on P' A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3170
    by (auto intro!: inj_onI simp: fun_eq_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3171
  def F \<equiv> "filter_from_subbase (P' ` insert U A)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3172
  have "F \<noteq> bot"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3173
    unfolding F_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3174
  proof (safe intro!: filter_from_subbase_not_bot)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3175
    fix X
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3176
    assume "X \<subseteq> P' ` insert U A" "finite X" "Inf X = bot"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3177
    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
  3178
      unfolding subset_image_iff by (auto intro: inj_P' finite_imageD)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3179
    with A(2)[THEN spec, of "B - {U}"] have "U \<inter> \<Inter>(B - {U}) \<noteq> {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3180
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3181
    with B show False
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3182
      by (auto simp: P'_def fun_eq_iff)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3183
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3184
  moreover have "eventually (\<lambda>x. x \<in> U) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3185
    unfolding F_def by (rule eventually_filter_from_subbaseI) (auto simp: P'_def)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3186
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3187
  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)"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3188
  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
  3189
    by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3190
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3191
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3192
    fix V
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3193
    assume "V \<in> A"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3194
    then have V: "eventually (\<lambda>x. x \<in> V) F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3195
      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
  3196
    have "x \<in> closure V"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3197
      unfolding closure_iff_nhds_not_empty
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3198
    proof (intro impI allI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3199
      fix S A
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3200
      assume "open S" "x \<in> S" "S \<subseteq> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3201
      then have "eventually (\<lambda>x. x \<in> A) (nhds x)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3202
        by (auto simp: eventually_nhds)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3203
      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
  3204
        by (auto simp: eventually_inf)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3205
      with x show "V \<inter> A \<noteq> {}"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3206
        by (auto simp del: Int_iff simp add: trivial_limit_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3207
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3208
    then have "x \<in> V"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3209
      using `V \<in> A` A(1) by simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3210
  }
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3211
  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
  3212
  with `U \<inter> \<Inter>A = {}` show False by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3213
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3214
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3215
definition "countably_compact U \<longleftrightarrow>
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3216
    (\<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
  3217
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3218
lemma countably_compactE:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3219
  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
  3220
  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
  3221
  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
  3222
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3223
lemma countably_compactI:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3224
  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
  3225
  shows "countably_compact s"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3226
  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
  3227
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3228
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
  3229
  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
  3230
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3231
lemma countably_compact_imp_compact:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3232
  assumes "countably_compact U"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3233
    and ccover: "countable B" "\<forall>b\<in>B. open b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3234
    and 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"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3235
  shows "compact U"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3236
  using `countably_compact U`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3237
  unfolding compact_eq_heine_borel countably_compact_def
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3238
proof safe
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3239
  fix A
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3240
  assume A: "\<forall>a\<in>A. open a" "U \<subseteq> \<Union>A"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3241
  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
  3242
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3243
  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
  3244
  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
  3245
    unfolding C_def using ccover by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3246
  moreover
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3247
  have "\<Union>A \<inter> U \<subseteq> \<Union>C"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3248
  proof safe
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3249
    fix x a
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3250
    assume "x \<in> U" "x \<in> a" "a \<in> A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3251
    with basis[of a x] A obtain b where "b \<in> B" "x \<in> b" "b \<inter> U \<subseteq> a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3252
      by blast
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3253
    with `a \<in> A` show "x \<in> \<Union>C"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3254
      unfolding C_def by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3255
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3256
  then have "U \<subseteq> \<Union>C" using `U \<subseteq> \<Union>A` by auto
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  3257
  ultimately obtain T where T: "T\<subseteq>C" "finite T" "U \<subseteq> \<Union>T"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3258
    using * by metis
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  3259
  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
  3260
    by (auto simp: C_def)
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3261
  then obtain f where "\<forall>t\<in>T. f t \<in> A \<and> t \<inter> U \<subseteq> f t"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3262
    unfolding bchoice_iff Bex_def ..
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  3263
  with T show "\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3264
    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
  3265
qed
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3266
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3267
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
  3268
  "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
  3269
proof (rule countably_compact_imp_compact)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3270
  fix T and x :: 'a
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3271
  assume "open T" "x \<in> T"
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3272
  from topological_basisE[OF is_basis this] obtain b where
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3273
    "b \<in> (SOME B. countable B \<and> topological_basis B)" "x \<in> b" "b \<subseteq> T" .
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3274
  then show "\<exists>b\<in>SOME B. countable B \<and> topological_basis B. x \<in> b \<and> b \<inter> U \<subseteq> T"
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3275
    by blast
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3276
qed (insert countable_basis topological_basis_open[OF is_basis], auto)
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3277
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
  3278
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
  3279
  "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
  3280
  using countably_compact_imp_compact_second_countable compact_imp_countably_compact by blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3281
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3282
subsubsection{* Sequential compactness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3283
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3284
definition seq_compact :: "'a::topological_space set \<Rightarrow> bool"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3285
  where "seq_compact S \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  3286
    (\<forall>f. (\<forall>n. f n \<in> S) \<longrightarrow> (\<exists>l\<in>S. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3287
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3288
lemma seq_compactI:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3289
  assumes "\<And>f. \<forall>n. f n \<in> S \<Longrightarrow> \<exists>l\<in>S. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3290
  shows "seq_compact S"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3291
  unfolding seq_compact_def using assms by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3292
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3293
lemma seq_compactE:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3294
  assumes "seq_compact S" "\<forall>n. f n \<in> S"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3295
  obtains l r where "l \<in> S" "subseq r" "((f \<circ> r) ---> l) sequentially"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3296
  using assms unfolding seq_compact_def by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3297
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3298
lemma closed_sequentially: (* TODO: move upwards *)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3299
  assumes "closed s" and "\<forall>n. f n \<in> s" and "f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3300
  shows "l \<in> s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3301
proof (rule ccontr)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3302
  assume "l \<notin> s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3303
  with `closed s` and `f ----> l` have "eventually (\<lambda>n. f n \<in> - s) sequentially"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3304
    by (fast intro: topological_tendstoD)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3305
  with `\<forall>n. f n \<in> s` show "False"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3306
    by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3307
qed
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3308
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3309
lemma seq_compact_inter_closed:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3310
  assumes "seq_compact s" and "closed t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3311
  shows "seq_compact (s \<inter> t)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3312
proof (rule seq_compactI)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3313
  fix f assume "\<forall>n::nat. f n \<in> s \<inter> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3314
  hence "\<forall>n. f n \<in> s" and "\<forall>n. f n \<in> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3315
    by simp_all
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3316
  from `seq_compact s` and `\<forall>n. f n \<in> s`
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3317
  obtain l r where "l \<in> s" and r: "subseq r" and l: "(f \<circ> r) ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3318
    by (rule seq_compactE)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3319
  from `\<forall>n. f n \<in> t` have "\<forall>n. (f \<circ> r) n \<in> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3320
    by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3321
  from `closed t` and this and l have "l \<in> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3322
    by (rule closed_sequentially)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3323
  with `l \<in> s` and r and l show "\<exists>l\<in>s \<inter> t. \<exists>r. subseq r \<and> (f \<circ> r) ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3324
    by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3325
qed
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3326
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3327
lemma seq_compact_closed_subset:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3328
  assumes "closed s" and "s \<subseteq> t" and "seq_compact t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3329
  shows "seq_compact s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3330
  using assms seq_compact_inter_closed [of t s] by (simp add: Int_absorb1)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3331
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3332
lemma seq_compact_imp_countably_compact:
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3333
  fixes U :: "'a :: first_countable_topology set"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3334
  assumes "seq_compact U"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3335
  shows "countably_compact U"
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3336
proof (safe intro!: countably_compactI)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3337
  fix A
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3338
  assume A: "\<forall>a\<in>A. open a" "U \<subseteq> \<Union>A" "countable A"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3339
  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
  3340
    using `seq_compact U` by (fastforce simp: seq_compact_def subset_eq)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3341
  show "\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3342
  proof cases
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3343
    assume "finite A"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3344
    with A show ?thesis by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3345
  next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3346
    assume "infinite A"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3347
    then have "A \<noteq> {}" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3348
    show ?thesis
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3349
    proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3350
      assume "\<not> (\<exists>T\<subseteq>A. finite T \<and> U \<subseteq> \<Union>T)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3351
      then have "\<forall>T. \<exists>x. T \<subseteq> A \<and> finite T \<longrightarrow> (x \<in> U - \<Union>T)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3352
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3353
      then obtain X' where T: "\<And>T. T \<subseteq> A \<Longrightarrow> finite T \<Longrightarrow> X' T \<in> U - \<Union>T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3354
        by metis
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3355
      def X \<equiv> "\<lambda>n. X' (from_nat_into A ` {.. n})"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3356
      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
  3357
        using `A \<noteq> {}` unfolding X_def SUP_def by (intro T) (auto intro: from_nat_into)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3358
      then have "range X \<subseteq> U"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3359
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3360
      with subseq[of X] obtain r x where "x \<in> U" and r: "subseq r" "(X \<circ> r) ----> x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3361
        by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3362
      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
  3363
      obtain n where "x \<in> from_nat_into A n" by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3364
      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
  3365
      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
  3366
        unfolding tendsto_def by (auto simp: comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3367
      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
  3368
        by (auto simp: eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3369
      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
  3370
        by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3371
      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
  3372
        by (auto intro!: exI[of _ "max n N"])
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3373
      ultimately show False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3374
        by auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3375
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3376
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3377
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3378
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3379
lemma compact_imp_seq_compact:
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3380
  fixes U :: "'a :: first_countable_topology set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3381
  assumes "compact U"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3382
  shows "seq_compact U"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3383
  unfolding seq_compact_def
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3384
proof safe
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3385
  fix X :: "nat \<Rightarrow> 'a"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3386
  assume "\<forall>n. X n \<in> U"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3387
  then have "eventually (\<lambda>x. x \<in> U) (filtermap X sequentially)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3388
    by (auto simp: eventually_filtermap)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3389
  moreover
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3390
  have "filtermap X sequentially \<noteq> bot"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3391
    by (simp add: trivial_limit_def eventually_filtermap)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3392
  ultimately
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3393
  obtain x where "x \<in> U" and x: "inf (nhds x) (filtermap X sequentially) \<noteq> bot" (is "?F \<noteq> _")
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3394
    using `compact U` by (auto simp: compact_filter)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3395
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3396
  from countable_basis_at_decseq[of x]
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3397
  obtain A where A:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3398
      "\<And>i. open (A i)"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3399
      "\<And>i. x \<in> A i"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3400
      "\<And>S. open S \<Longrightarrow> x \<in> S \<Longrightarrow> eventually (\<lambda>i. A i \<subseteq> S) sequentially"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3401
    by blast
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3402
  def s \<equiv> "\<lambda>n i. SOME j. i < j \<and> X j \<in> A (Suc n)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3403
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3404
    fix n i
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3405
    have "\<exists>a. i < a \<and> X a \<in> A (Suc n)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3406
    proof (rule ccontr)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3407
      assume "\<not> (\<exists>a>i. X a \<in> A (Suc n))"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3408
      then have "\<And>a. Suc i \<le> a \<Longrightarrow> X a \<notin> A (Suc n)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3409
        by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3410
      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
  3411
        by (auto simp: eventually_filtermap eventually_sequentially)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3412
      moreover have "eventually (\<lambda>x. x \<in> A (Suc n)) (nhds x)"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3413
        using A(1,2)[of "Suc n"] by (auto simp: eventually_nhds)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3414
      ultimately have "eventually (\<lambda>x. False) ?F"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3415
        by (auto simp add: eventually_inf)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3416
      with x show False
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3417
        by (simp add: eventually_False)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3418
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3419
    then have "i < s n i" "X (s n i) \<in> A (Suc n)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3420
      unfolding s_def by (auto intro: someI2_ex)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3421
  }
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3422
  note s = this
55415
05f5fdb8d093 renamed 'nat_{case,rec}' to '{case,rec}_nat'
blanchet
parents: 54863
diff changeset
  3423
  def r \<equiv> "rec_nat (s 0 0) s"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3424
  have "subseq r"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3425
    by (auto simp: r_def s subseq_Suc_iff)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3426
  moreover
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3427
  have "(\<lambda>n. X (r n)) ----> x"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3428
  proof (rule topological_tendstoI)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3429
    fix S
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3430
    assume "open S" "x \<in> S"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3431
    with A(3) have "eventually (\<lambda>i. A i \<subseteq> S) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3432
      by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3433
    moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3434
    {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3435
      fix i
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3436
      assume "Suc 0 \<le> i"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3437
      then have "X (r i) \<in> A i"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3438
        by (cases i) (simp_all add: r_def s)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3439
    }
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3440
    then have "eventually (\<lambda>i. X (r i) \<in> A i) sequentially"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3441
      by (auto simp: eventually_sequentially)
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3442
    ultimately show "eventually (\<lambda>i. X (r i) \<in> S) sequentially"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3443
      by eventually_elim auto
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3444
  qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3445
  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
  3446
    using `x \<in> U` by (auto simp: convergent_def comp_def)
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3447
qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3448
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
  3449
lemma countably_compact_imp_acc_point:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3450
  assumes "countably_compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3451
    and "countable t"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3452
    and "infinite t"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3453
    and "t \<subseteq> 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
  3454
  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
  3455
proof (rule ccontr)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3456
  def C \<equiv> "(\<lambda>F. interior (F \<union> (- t))) ` {F. finite F \<and> F \<subseteq> t }"
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
  3457
  note `countably_compact s`
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3458
  moreover have "\<forall>t\<in>C. open t"
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
  3459
    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
  3460
  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
  3461
  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
  3462
  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
  3463
  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
  3464
    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
  3465
    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
  3466
    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
  3467
    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
  3468
    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
  3469
    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
  3470
  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
  3471
  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
  3472
    unfolding C_def by (auto intro: countable_Collect_finite_subset)
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3473
  ultimately
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3474
  obtain D where "D \<subseteq> C" "finite D" "s \<subseteq> \<Union>D"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3475
    by (rule countably_compactE)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3476
  then obtain E where E: "E \<subseteq> {F. finite F \<and> F \<subseteq> t }" "finite E"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3477
    and s: "s \<subseteq> (\<Union>F\<in>E. interior (F \<union> (- t)))"
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
  3478
    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
  3479
  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
  3480
    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
  3481
  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
  3482
    using E by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3483
  ultimately show False using `infinite t`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3484
    by (auto simp: finite_subset)
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
  3485
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
  3486
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
  3487
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
  3488
  fixes s :: "'a::first_countable_topology set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3489
  assumes "\<forall>t. infinite t \<and> countable t \<and> t \<subseteq> s \<longrightarrow>
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3490
    (\<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
  3491
  shows "seq_compact s"
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3492
proof -
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3493
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3494
    fix f :: "nat \<Rightarrow> 'a"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3495
    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
  3496
    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
  3497
    proof (cases "finite (range f)")
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3498
      case True
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3499
      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
  3500
        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
  3501
      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
  3502
        using infinite_enumerate by blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3503
      then have "subseq r \<and> (f \<circ> r) ----> f l"
50941
3690724028b1 add countable compacteness; replace finite_range_imp_infinite_repeats by pigeonhole_infinite
hoelzl
parents: 50940
diff changeset
  3504
        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
  3505
      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
  3506
        by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3507
    next
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3508
      case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3509
      with f assms have "\<exists>x\<in>s. \<forall>U. x\<in>U \<and> open U \<longrightarrow> infinite (U \<inter> range f)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3510
        by 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
  3511
      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
  3512
      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
  3513
        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
  3514
      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
  3515
    qed
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3516
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3517
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3518
    unfolding seq_compact_def by auto
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3519
qed
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  3520
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
  3521
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
  3522
  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
  3523
  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
  3524
  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
  3525
    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
  3526
    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
  3527
    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
  3528
  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
  3529
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
  3530
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
  3531
  fixes s :: "'a :: first_countable_topology set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3532
  shows "seq_compact s \<longleftrightarrow>
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3533
    (\<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)))"
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
  3534
  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
  3535
    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
  3536
    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
  3537
    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
  3538
  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
  3539
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
  3540
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
  3541
  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
  3542
  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
  3543
  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
  3544
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
  3545
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
  3546
  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
  3547
  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
  3548
  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
  3549
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3550
subsubsection{* Total boundedness *}
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3551
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3552
lemma cauchy_def: "Cauchy s \<longleftrightarrow> (\<forall>e>0. \<exists>N. \<forall>m n. m \<ge> N \<and> n \<ge> N --> dist(s m)(s n) < e)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3553
  unfolding Cauchy_def by metis
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3554
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3555
fun helper_1 :: "('a::metric_space set) \<Rightarrow> real \<Rightarrow> nat \<Rightarrow> 'a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3556
where
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3557
  "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
  3558
declare helper_1.simps[simp del]
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3559
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3560
lemma seq_compact_imp_totally_bounded:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3561
  assumes "seq_compact s"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3562
  shows "\<forall>e>0. \<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> (\<Union>((\<lambda>x. ball x e) ` k))"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3563
proof (rule, rule, rule ccontr)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3564
  fix e::real
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3565
  assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3566
  assume assm: "\<not> (\<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> \<Union>((\<lambda>x. ball x e) ` k))"
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3567
  def x \<equiv> "helper_1 s e"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3568
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3569
    fix n
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3570
    have "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3571
    proof (induct n rule: nat_less_induct)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3572
      fix n
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3573
      def Q \<equiv> "(\<lambda>y. y \<in> s \<and> (\<forall>m<n. \<not> dist (x m) y < e))"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3574
      assume as: "\<forall>m<n. x m \<in> s \<and> (\<forall>ma<m. \<not> dist (x ma) (x m) < e)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3575
      have "\<not> s \<subseteq> (\<Union>x\<in>x ` {0..<n}. ball x e)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3576
        using assm
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3577
        apply simp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3578
        apply (erule_tac x="x ` {0 ..< n}" in allE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3579
        using as
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3580
        apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3581
        done
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3582
      then obtain z where z:"z\<in>s" "z \<notin> (\<Union>x\<in>x ` {0..<n}. ball x e)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3583
        unfolding subset_eq by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3584
      have "Q (x n)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3585
        unfolding x_def and helper_1.simps[of s e n]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3586
        apply (rule someI2[where a=z])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3587
        unfolding x_def[symmetric] and Q_def
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3588
        using z
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3589
        apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3590
        done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3591
      then show "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3592
        unfolding Q_def by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3593
    qed
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3594
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3595
  then have "\<forall>n::nat. x n \<in> s" and x:"\<forall>n. \<forall>m < n. \<not> (dist (x m) (x n) < e)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3596
    by blast+
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3597
  then obtain l r where "l\<in>s" and r:"subseq r" and "((x \<circ> r) ---> l) sequentially"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3598
    using assms(1)[unfolded seq_compact_def, THEN spec[where x=x]] by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3599
  from this(3) have "Cauchy (x \<circ> r)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3600
    using LIMSEQ_imp_Cauchy by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3601
  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"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3602
    unfolding cauchy_def using `e>0` by auto
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3603
  show False
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3604
    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
  3605
    using r[unfolded subseq_def, THEN spec[where x=N], THEN spec[where x="N+1"]]
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3606
    using x[THEN spec[where x="r (N+1)"], THEN spec[where x="r (N)"]]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3607
    by auto
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3608
qed
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3609
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3610
subsubsection{* Heine-Borel theorem *}
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3611
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3612
lemma seq_compact_imp_heine_borel:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3613
  fixes s :: "'a :: metric_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3614
  assumes "seq_compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3615
  shows "compact 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
  3616
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
  3617
  from seq_compact_imp_totally_bounded[OF `seq_compact s`]
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3618
  obtain f where f: "\<forall>e>0. finite (f e) \<and> f e \<subseteq> s \<and> s \<subseteq> \<Union>((\<lambda>x. ball x e) ` f e)"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3619
    unfolding choice_iff' ..
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
  3620
  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
  3621
  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
  3622
    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
  3623
  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
  3624
  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
  3625
    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
  3626
      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
  3627
      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
  3628
               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
  3629
    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
  3630
  next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3631
    fix T x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3632
    assume T: "open T" "x \<in> T" and x: "x \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3633
    from openE[OF T] obtain e where "0 < e" "ball x e \<subseteq> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3634
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3635
    then have "0 < e / 2" "ball x (e / 2) \<subseteq> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3636
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3637
    from Rats_dense_in_real[OF `0 < e / 2`] obtain r where "r \<in> \<rat>" "0 < r" "r < e / 2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3638
      by 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
  3639
    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
  3640
      unfolding Union_image_eq by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3641
    from `r \<in> \<rat>` `0 < r` `k \<in> f r` have "ball k r \<in> K"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3642
      by (auto simp: K_def)
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
  3643
    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
  3644
    proof (rule bexI[rotated], safe)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3645
      fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3646
      assume "y \<in> ball k 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
  3647
      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
  3648
        by (intro dist_double[where x = k and d=e]) (auto simp: dist_commute)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3649
      with `ball x e \<subseteq> T` show "y \<in> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3650
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3651
    next
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3652
      show "x \<in> ball k r" by fact
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3653
    qed
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
  3654
  qed
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3655
qed
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3656
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3657
lemma compact_eq_seq_compact_metric:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3658
  "compact (s :: 'a::metric_space set) \<longleftrightarrow> seq_compact s"
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3659
  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
  3660
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3661
lemma compact_def:
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3662
  "compact (S :: 'a::metric_space set) \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  3663
   (\<forall>f. (\<forall>n. f n \<in> S) \<longrightarrow> (\<exists>l\<in>S. \<exists>r. subseq r \<and> (f \<circ> r) ----> l))"
50940
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3664
  unfolding compact_eq_seq_compact_metric seq_compact_def by auto
a7c273a83d27 group compactness-eq-seq-compactness lemmas together
hoelzl
parents: 50939
diff changeset
  3665
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3666
subsubsection {* Complete the chain of compactness variants *}
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3667
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3668
lemma compact_eq_bolzano_weierstrass:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3669
  fixes s :: "'a::metric_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3670
  shows "compact s \<longleftrightarrow> (\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3671
  (is "?lhs = ?rhs")
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3672
proof
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3673
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3674
  then show ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3675
    using heine_borel_imp_bolzano_weierstrass[of s] by auto
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3676
next
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3677
  assume ?rhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3678
  then show ?lhs
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3679
    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
  3680
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3681
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3682
lemma bolzano_weierstrass_imp_bounded:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3683
  "\<forall>t. infinite t \<and> t \<subseteq> s \<longrightarrow> (\<exists>x \<in> s. x islimpt t) \<Longrightarrow> bounded s"
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3684
  using compact_imp_bounded unfolding compact_eq_bolzano_weierstrass .
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3685
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3686
subsection {* Metric spaces with the Heine-Borel property *}
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3687
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3688
text {*
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3689
  A metric space (or topological vector space) is said to have the
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3690
  Heine-Borel property if every closed and bounded subset is compact.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3691
*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3692
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  3693
class heine_borel = metric_space +
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3694
  assumes bounded_imp_convergent_subsequence:
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3695
    "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
  3696
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3697
lemma bounded_closed_imp_seq_compact:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3698
  fixes s::"'a::heine_borel set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3699
  assumes "bounded s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3700
    and "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3701
  shows "seq_compact s"
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  3702
proof (unfold seq_compact_def, clarify)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3703
  fix f :: "nat \<Rightarrow> 'a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3704
  assume f: "\<forall>n. f n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3705
  with `bounded s` have "bounded (range f)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3706
    by (auto intro: bounded_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3707
  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
  3708
    using bounded_imp_convergent_subsequence [OF `bounded (range f)`] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3709
  from f have fr: "\<forall>n. (f \<circ> r) n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3710
    by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3711
  have "l \<in> s" using `closed s` fr l
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3712
    by (rule closed_sequentially)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3713
  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
  3714
    using `l \<in> s` r l by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3715
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3716
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3717
lemma compact_eq_bounded_closed:
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3718
  fixes s :: "'a::heine_borel set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3719
  shows "compact s \<longleftrightarrow> bounded s \<and> closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3720
  (is "?lhs = ?rhs")
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3721
proof
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3722
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3723
  then show ?rhs
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3724
    using compact_imp_closed compact_imp_bounded
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3725
    by blast
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3726
next
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3727
  assume ?rhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3728
  then show ?lhs
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3729
    using bounded_closed_imp_seq_compact[of s]
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3730
    unfolding compact_eq_seq_compact_metric
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3731
    by auto
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3732
qed
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  3733
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3734
(* TODO: is this lemma necessary? *)
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3735
lemma bounded_increasing_convergent:
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3736
  fixes s :: "nat \<Rightarrow> real"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  3737
  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
  3738
  using Bseq_mono_convergent[of s] incseq_Suc_iff[of s]
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3739
  by (auto simp: image_def Bseq_eq_bounded convergent_def incseq_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3740
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3741
instance real :: heine_borel
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3742
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3743
  fix f :: "nat \<Rightarrow> real"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3744
  assume f: "bounded (range f)"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3745
  obtain r where r: "subseq r" "monoseq (f \<circ> r)"
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3746
    unfolding comp_def by (metis seq_monosub)
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3747
  then have "Bseq (f \<circ> r)"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3748
    unfolding Bseq_eq_bounded using f by (auto intro: bounded_subset)
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  3749
  with r show "\<exists>l r. subseq r \<and> (f \<circ> r) ----> l"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3750
    using Bseq_monoseq_convergent[of "f \<circ> r"] by (auto simp: convergent_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3751
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3752
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3753
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
  3754
  fixes f :: "nat \<Rightarrow> 'a::euclidean_space"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3755
  assumes "bounded (range f)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3756
  shows "\<forall>d\<subseteq>Basis. \<exists>l::'a. \<exists> r.
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  3757
    subseq r \<and> (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially)"
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
  3758
proof safe
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3759
  fix d :: "'a set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3760
  assume d: "d \<subseteq> Basis"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3761
  with finite_Basis have "finite d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3762
    by (blast intro: finite_subset)
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
  3763
  from this d show "\<exists>l::'a. \<exists>r. subseq r \<and>
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3764
    (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially)"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3765
  proof (induct d)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3766
    case empty
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3767
    then show ?case
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3768
      unfolding subseq_def by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3769
  next
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3770
    case (insert k d)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3771
    have k[intro]: "k \<in> Basis"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3772
      using insert by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3773
    have s': "bounded ((\<lambda>x. x \<bullet> k) ` range f)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3774
      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
  3775
      by (auto intro!: bounded_linear_image bounded_linear_inner_left)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3776
    obtain l1::"'a" and r1 where r1: "subseq r1"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3777
      and 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
  3778
      using insert(3) using insert(4) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3779
    have f': "\<forall>n. f (r1 n) \<bullet> k \<in> (\<lambda>x. x \<bullet> k) ` range f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3780
      by simp
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3781
    have "bounded (range (\<lambda>i. f (r1 i) \<bullet> k))"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3782
      by (metis (lifting) bounded_subset f' image_subsetI s')
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3783
    then obtain l2 r2 where r2:"subseq r2" and lr2:"((\<lambda>i. f (r1 (r2 i)) \<bullet> k) ---> l2) sequentially"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3784
      using bounded_imp_convergent_subsequence[of "\<lambda>i. f (r1 i) \<bullet> k"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3785
      by (auto simp: o_def)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3786
    def r \<equiv> "r1 \<circ> r2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3787
    have r:"subseq r"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3788
      using r1 and r2 unfolding r_def o_def subseq_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3789
    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
  3790
    def l \<equiv> "(\<Sum>i\<in>Basis. (if i = k then l2 else l1\<bullet>i) *\<^sub>R i)::'a"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3791
    {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3792
      fix e::real
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3793
      assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3794
      from lr1 `e > 0` have N1: "eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 n) \<bullet> i) (l1 \<bullet> i) < e) sequentially"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3795
        by blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3796
      from lr2 `e > 0` have N2:"eventually (\<lambda>n. dist (f (r1 (r2 n)) \<bullet> k) l2 < e) sequentially"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3797
        by (rule tendstoD)
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
  3798
      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
  3799
        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
  3800
      have "eventually (\<lambda>n. \<forall>i\<in>(insert k d). dist (f (r n) \<bullet> i) (l \<bullet> i) < e) sequentially"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3801
        using N1' N2
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
  3802
        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
  3803
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3804
    ultimately show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3805
  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
  3806
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3807
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  3808
instance euclidean_space \<subseteq> heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3809
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3810
  fix f :: "nat \<Rightarrow> 'a"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3811
  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
  3812
  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
  3813
    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
  3814
    using compact_lemma [OF f] by blast
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3815
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3816
    fix e::real
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3817
    assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3818
    then have "e / real_of_nat DIM('a) > 0"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3819
      by (auto intro!: divide_pos_pos DIM_positive)
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
  3820
    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
  3821
      by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3822
    moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3823
    {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3824
      fix n
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3825
      assume n: "\<forall>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i) < e / (real_of_nat 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
  3826
      have "dist (f (r n)) l \<le> (\<Sum>i\<in>Basis. dist (f (r n) \<bullet> i) (l \<bullet> i))"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3827
        apply (subst euclidean_dist_l2)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3828
        using zero_le_dist
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3829
        apply (rule setL2_le_setsum)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3830
        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
  3831
      also have "\<dots> < (\<Sum>i\<in>(Basis::'a set). e / (real_of_nat DIM('a)))"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3832
        apply (rule setsum_strict_mono)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3833
        using n
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3834
        apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3835
        done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3836
      finally have "dist (f (r n)) l < 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
  3837
        by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3838
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3839
    ultimately have "eventually (\<lambda>n. dist (f (r n)) l < e) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3840
      by (rule eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3841
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3842
  then have *: "((f \<circ> r) ---> l) sequentially"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3843
    unfolding o_def tendsto_iff by simp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3844
  with r show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3845
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3846
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3847
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3848
lemma bounded_fst: "bounded s \<Longrightarrow> bounded (fst ` s)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3849
  unfolding bounded_def
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3850
  apply clarify
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3851
  apply (rule_tac x="a" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3852
  apply (rule_tac x="e" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3853
  apply clarsimp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3854
  apply (drule (1) bspec)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3855
  apply (simp add: dist_Pair_Pair)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3856
  apply (erule order_trans [OF real_sqrt_sum_squares_ge1])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3857
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3858
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3859
lemma bounded_snd: "bounded s \<Longrightarrow> bounded (snd ` s)"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3860
  unfolding bounded_def
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3861
  apply clarify
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3862
  apply (rule_tac x="b" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3863
  apply (rule_tac x="e" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3864
  apply clarsimp
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3865
  apply (drule (1) bspec)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3866
  apply (simp add: dist_Pair_Pair)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3867
  apply (erule order_trans [OF real_sqrt_sum_squares_ge2])
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3868
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3869
37678
0040bafffdef "prod" and "sum" replace "*" and "+" respectively
haftmann
parents: 37649
diff changeset
  3870
instance prod :: (heine_borel, heine_borel) heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3871
proof
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3872
  fix f :: "nat \<Rightarrow> 'a \<times> 'b"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3873
  assume f: "bounded (range f)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3874
  from f have s1: "bounded (range (fst \<circ> f))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3875
    unfolding image_comp by (rule bounded_fst)
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3876
  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
  3877
    using bounded_imp_convergent_subsequence [OF s1] unfolding o_def by fast
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3878
  from f have s2: "bounded (range (snd \<circ> f \<circ> r1))"
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3879
    by (auto simp add: image_comp intro: bounded_snd bounded_subset)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3880
  obtain l2 r2 where r2: "subseq r2" and l2: "((\<lambda>n. snd (f (r1 (r2 n)))) ---> l2) sequentially"
50998
501200635659 simplify heine_borel type class
hoelzl
parents: 50973
diff changeset
  3881
    using bounded_imp_convergent_subsequence [OF s2]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3882
    unfolding o_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3883
  have l1': "((\<lambda>n. fst (f (r1 (r2 n)))) ---> l1) sequentially"
50972
d2c6a0a7fcdf tuned proof
hoelzl
parents: 50971
diff changeset
  3884
    using LIMSEQ_subseq_LIMSEQ [OF l1 r2] unfolding o_def .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3885
  have l: "((f \<circ> (r1 \<circ> r2)) ---> (l1, l2)) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3886
    using tendsto_Pair [OF l1' l2] unfolding o_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3887
  have r: "subseq (r1 \<circ> r2)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3888
    using r1 r2 unfolding subseq_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3889
  show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3890
    using l r by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3891
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3892
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3893
subsubsection {* Completeness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3894
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3895
definition complete :: "'a::metric_space set \<Rightarrow> bool"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3896
  where "complete s \<longleftrightarrow> (\<forall>f. (\<forall>n. f n \<in> s) \<and> Cauchy f \<longrightarrow> (\<exists>l\<in>s. f ----> l))"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3897
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3898
lemma completeI:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3899
  assumes "\<And>f. \<forall>n. f n \<in> s \<Longrightarrow> Cauchy f \<Longrightarrow> \<exists>l\<in>s. f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3900
  shows "complete s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3901
  using assms unfolding complete_def by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3902
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3903
lemma completeE:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3904
  assumes "complete s" and "\<forall>n. f n \<in> s" and "Cauchy f"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3905
  obtains l where "l \<in> s" and "f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3906
  using assms unfolding complete_def by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  3907
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3908
lemma compact_imp_complete:
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3909
  assumes "compact s"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3910
  shows "complete s"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3911
proof -
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3912
  {
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3913
    fix f
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3914
    assume as: "(\<forall>n::nat. f n \<in> s)" "Cauchy f"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3915
    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
  3916
      using assms unfolding compact_def by blast
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3917
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3918
    note lr' = seq_suble [OF lr(2)]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3919
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3920
    {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3921
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3922
      assume "e > 0"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3923
      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"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3924
        unfolding cauchy_def
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3925
        using `e > 0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3926
        apply (erule_tac x="e/2" in allE)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3927
        apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3928
        done
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3929
      from lr(3)[unfolded LIMSEQ_def, THEN spec[where x="e/2"]]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3930
      obtain M where M:"\<forall>n\<ge>M. dist ((f \<circ> r) n) l < e/2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3931
        using `e > 0` by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3932
      {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3933
        fix n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3934
        assume n: "n \<ge> max N M"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3935
        have "dist ((f \<circ> r) n) l < e/2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3936
          using n M by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3937
        moreover have "r n \<ge> N"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3938
          using lr'[of n] n by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3939
        then have "dist (f n) ((f \<circ> r) n) < e / 2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3940
          using N and n by auto
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3941
        ultimately have "dist (f n) l < e"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3942
          using dist_triangle_half_r[of "f (r n)" "f n" e l]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3943
          by (auto simp add: dist_commute)
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3944
      }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3945
      then have "\<exists>N. \<forall>n\<ge>N. dist (f n) l < e" by blast
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3946
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3947
    then have "\<exists>l\<in>s. (f ---> l) sequentially" using `l\<in>s`
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3948
      unfolding LIMSEQ_def by auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  3949
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3950
  then show ?thesis unfolding complete_def by auto
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3951
qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3952
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3953
lemma nat_approx_posE:
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3954
  fixes e::real
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3955
  assumes "0 < e"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3956
  obtains n :: nat where "1 / (Suc n) < e"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3957
proof atomize_elim
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3958
  have " 1 / real (Suc (nat (ceiling (1/e)))) < 1 / (ceiling (1/e))"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3959
    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
  3960
  also have "1 / (ceiling (1/e)) \<le> 1 / (1/e)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3961
    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
  3962
  also have "\<dots> = e" by simp
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3963
  finally show  "\<exists>n. 1 / real (Suc n) < e" ..
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3964
qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3965
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3966
lemma compact_eq_totally_bounded:
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3967
  "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
  3968
    (is "_ \<longleftrightarrow> ?rhs")
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3969
proof
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3970
  assume assms: "?rhs"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3971
  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
  3972
    by (auto simp: choice_iff')
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3973
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3974
  show "compact s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3975
  proof cases
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3976
    assume "s = {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3977
    then show "compact s" by (simp add: compact_def)
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3978
  next
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3979
    assume "s \<noteq> {}"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3980
    show ?thesis
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3981
      unfolding compact_def
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3982
    proof safe
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3983
      fix f :: "nat \<Rightarrow> 'a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3984
      assume f: "\<forall>n. f n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3985
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3986
      def e \<equiv> "\<lambda>n. 1 / (2 * Suc n)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3987
      then have [simp]: "\<And>n. 0 < e n" by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3988
      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)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3989
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3990
        fix n U
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  3991
        assume "infinite {n. f n \<in> U}"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3992
        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
  3993
          using k f by (intro pigeonhole_infinite_rel) (auto simp: subset_eq)
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3994
        then obtain a where
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3995
          "a \<in> k (e n)"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  3996
          "infinite {i \<in> {n. f n \<in> U}. f i \<in> ball a (e n)}" ..
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  3997
        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
  3998
          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
  3999
        from someI_ex[OF this]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4000
        have "infinite {i. f i \<in> B n U}" "\<exists>x. B n U \<subseteq> ball x (e n) \<inter> U"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4001
          unfolding B_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4002
      }
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4003
      note B = this
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4004
55415
05f5fdb8d093 renamed 'nat_{case,rec}' to '{case,rec}_nat'
blanchet
parents: 54863
diff changeset
  4005
      def F \<equiv> "rec_nat (B 0 UNIV) B"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4006
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4007
        fix n
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4008
        have "infinite {i. f i \<in> F n}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4009
          by (induct n) (auto simp: F_def B)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4010
      }
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4011
      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
  4012
        using B by (simp add: F_def)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4013
      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
  4014
        using decseq_SucI[of F] by (auto simp: decseq_def)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4015
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4016
      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
  4017
      proof (atomize_elim, unfold all_conj_distrib[symmetric], intro choice allI)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4018
        fix k i
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4019
        have "infinite ({n. f n \<in> F k} - {.. i})"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4020
          using `infinite {n. f n \<in> F k}` by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4021
        from infinite_imp_nonempty[OF this]
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4022
        show "\<exists>x>i. f x \<in> F k"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4023
          by (simp add: set_eq_iff not_le conj_commute)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4024
      qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4025
55415
05f5fdb8d093 renamed 'nat_{case,rec}' to '{case,rec}_nat'
blanchet
parents: 54863
diff changeset
  4026
      def t \<equiv> "rec_nat (sel 0 0) (\<lambda>n i. sel (Suc n) i)"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4027
      have "subseq t"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4028
        unfolding subseq_Suc_iff by (simp add: t_def sel)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4029
      moreover have "\<forall>i. (f \<circ> t) i \<in> s"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4030
        using f by auto
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4031
      moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4032
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4033
        fix n
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4034
        have "(f \<circ> t) n \<in> F n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4035
          by (cases n) (simp_all add: t_def sel)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4036
      }
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4037
      note t = this
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4038
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4039
      have "Cauchy (f \<circ> t)"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4040
      proof (safe intro!: metric_CauchyI exI elim!: nat_approx_posE)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4041
        fix r :: real and N n m
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4042
        assume "1 / Suc N < r" "Suc N \<le> n" "Suc N \<le> m"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4043
        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
  4044
          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
  4045
        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
  4046
          by (auto simp: subset_eq)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4047
        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
  4048
        show "dist ((f \<circ> t) m) ((f \<circ> t) n) < r"
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4049
          by (simp add: dist_commute)
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4050
      qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4051
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4052
      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
  4053
        using assms unfolding complete_def by blast
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4054
    qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4055
  qed
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4056
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
  4057
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4058
lemma cauchy: "Cauchy s \<longleftrightarrow> (\<forall>e>0.\<exists> N::nat. \<forall>n\<ge>N. dist(s n)(s N) < e)" (is "?lhs = ?rhs")
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4059
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4060
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4061
    assume ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4062
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4063
      fix e::real
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4064
      assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4065
      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
  4066
        by (erule_tac x="e/2" in allE) auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4067
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4068
        fix n m
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4069
        assume nm:"N \<le> m \<and> N \<le> n"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4070
        then have "dist (s m) (s n) < e" using N
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4071
          using dist_triangle_half_l[of "s m" "s N" "e" "s n"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4072
          by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4073
      }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4074
      then have "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4075
        by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4076
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4077
    then have ?lhs
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4078
      unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4079
      by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4080
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4081
  then show ?thesis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4082
    unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4083
    using dist_triangle_half_l
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4084
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4085
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4086
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4087
lemma cauchy_imp_bounded:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4088
  assumes "Cauchy s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4089
  shows "bounded (range s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4090
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4091
  from assms obtain N :: nat where "\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < 1"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4092
    unfolding cauchy_def
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4093
    apply (erule_tac x= 1 in allE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4094
    apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4095
    done
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4096
  then have N:"\<forall>n. N \<le> n \<longrightarrow> dist (s N) (s n) < 1" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4097
  moreover
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4098
  have "bounded (s ` {0..N})"
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4099
    using finite_imp_bounded[of "s ` {1..N}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4100
  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
  4101
    unfolding bounded_any_center [where a="s N"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4102
  ultimately show "?thesis"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4103
    unfolding bounded_any_center [where a="s N"]
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4104
    apply (rule_tac x="max a 1" in exI)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4105
    apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4106
    apply (erule_tac x=y in allE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4107
    apply (erule_tac x=y in ballE)
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4108
    apply auto
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4109
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4110
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4111
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4112
instance heine_borel < complete_space
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4113
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4114
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4115
  then have "bounded (range f)"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  4116
    by (rule cauchy_imp_bounded)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4117
  then have "compact (closure (range f))"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4118
    unfolding compact_eq_bounded_closed by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4119
  then have "complete (closure (range f))"
50971
5e3d3d690975 tune prove compact_eq_totally_bounded
hoelzl
parents: 50970
diff changeset
  4120
    by (rule compact_imp_complete)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4121
  moreover have "\<forall>n. f n \<in> closure (range f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4122
    using closure_subset [of "range f"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4123
  ultimately have "\<exists>l\<in>closure (range f). (f ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4124
    using `Cauchy f` unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4125
  then show "convergent f"
36660
1cc4ab4b7ff7 make (X ----> L) an abbreviation for (X ---> L) sequentially
huffman
parents: 36659
diff changeset
  4126
    unfolding convergent_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4127
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4128
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4129
instance euclidean_space \<subseteq> banach ..
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4130
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4131
lemma complete_UNIV: "complete (UNIV :: ('a::complete_space) set)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4132
proof (rule completeI)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4133
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4134
  then have "convergent f" by (rule Cauchy_convergent)
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4135
  then show "\<exists>l\<in>UNIV. f ----> l" unfolding convergent_def by simp
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4136
qed
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4137
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4138
lemma complete_imp_closed:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4139
  assumes "complete s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4140
  shows "closed s"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4141
proof (unfold closed_sequential_limits, clarify)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4142
  fix f x assume "\<forall>n. f n \<in> s" and "f ----> x"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4143
  from `f ----> x` have "Cauchy f"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4144
    by (rule LIMSEQ_imp_Cauchy)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4145
  with `complete s` and `\<forall>n. f n \<in> s` obtain l where "l \<in> s" and "f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4146
    by (rule completeE)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4147
  from `f ----> x` and `f ----> l` have "x = l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4148
    by (rule LIMSEQ_unique)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4149
  with `l \<in> s` show "x \<in> s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4150
    by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4151
qed
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4152
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4153
lemma complete_inter_closed:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4154
  assumes "complete s" and "closed t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4155
  shows "complete (s \<inter> t)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4156
proof (rule completeI)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4157
  fix f assume "\<forall>n. f n \<in> s \<inter> t" and "Cauchy f"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4158
  then have "\<forall>n. f n \<in> s" and "\<forall>n. f n \<in> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4159
    by simp_all
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4160
  from `complete s` obtain l where "l \<in> s" and "f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4161
    using `\<forall>n. f n \<in> s` and `Cauchy f` by (rule completeE)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4162
  from `closed t` and `\<forall>n. f n \<in> t` and `f ----> l` have "l \<in> t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4163
    by (rule closed_sequentially)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4164
  with `l \<in> s` and `f ----> l` show "\<exists>l\<in>s \<inter> t. f ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4165
    by fast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4166
qed
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4167
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4168
lemma complete_closed_subset:
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4169
  assumes "closed s" and "s \<subseteq> t" and "complete t"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4170
  shows "complete s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4171
  using assms complete_inter_closed [of t s] by (simp add: Int_absorb1)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4172
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4173
lemma complete_eq_closed:
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4174
  fixes s :: "('a::complete_space) set"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4175
  shows "complete s \<longleftrightarrow> closed s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4176
proof
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4177
  assume "closed s" then show "complete s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4178
    using subset_UNIV complete_UNIV by (rule complete_closed_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4179
next
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4180
  assume "complete s" then show "closed s"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4181
    by (rule complete_imp_closed)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4182
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4183
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4184
lemma convergent_eq_cauchy:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4185
  fixes s :: "nat \<Rightarrow> 'a::complete_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4186
  shows "(\<exists>l. (s ---> l) sequentially) \<longleftrightarrow> Cauchy s"
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4187
  unfolding Cauchy_convergent_iff convergent_def ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4188
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4189
lemma convergent_imp_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4190
  fixes s :: "nat \<Rightarrow> 'a::metric_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4191
  shows "(s ---> l) sequentially \<Longrightarrow> bounded (range s)"
50939
ae7cd20ed118 replace convergent_imp_cauchy by LIMSEQ_imp_Cauchy
hoelzl
parents: 50938
diff changeset
  4192
  by (intro cauchy_imp_bounded LIMSEQ_imp_Cauchy)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4193
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4194
lemma compact_cball[simp]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4195
  fixes x :: "'a::heine_borel"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4196
  shows "compact (cball x e)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4197
  using compact_eq_bounded_closed bounded_cball closed_cball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4198
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4199
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4200
lemma compact_frontier_bounded[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4201
  fixes s :: "'a::heine_borel set"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4202
  shows "bounded s \<Longrightarrow> compact (frontier s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4203
  unfolding frontier_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4204
  using compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4205
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4206
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4207
lemma compact_frontier[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4208
  fixes s :: "'a::heine_borel set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4209
  shows "compact s \<Longrightarrow> compact (frontier s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4210
  using compact_eq_bounded_closed compact_frontier_bounded
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4211
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4212
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4213
lemma frontier_subset_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4214
  fixes s :: "'a::heine_borel set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4215
  shows "compact s \<Longrightarrow> frontier s \<subseteq> s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4216
  using frontier_subset_closed compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4217
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4218
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4219
subsection {* Bounded closed nest property (proof does not use Heine-Borel) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4220
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4221
lemma bounded_closed_nest:
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4222
  fixes s :: "nat \<Rightarrow> ('a::heine_borel) set"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4223
  assumes "\<forall>n. closed (s n)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4224
    and "\<forall>n. s n \<noteq> {}"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4225
    and "\<forall>m n. m \<le> n \<longrightarrow> s n \<subseteq> s m"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4226
    and "bounded (s 0)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4227
  shows "\<exists>a. \<forall>n. a \<in> s n"
52624
8a7b59a81088 tuned proofs;
wenzelm
parents: 52141
diff changeset
  4228
proof -
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4229
  from assms(2) obtain x where x: "\<forall>n. x n \<in> s n"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4230
    using choice[of "\<lambda>n x. x \<in> s n"] by auto
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4231
  from assms(4,1) have "seq_compact (s 0)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4232
    by (simp add: bounded_closed_imp_seq_compact)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4233
  then obtain l r where lr: "l \<in> s 0" "subseq r" "(x \<circ> r) ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4234
    using x and assms(3) unfolding seq_compact_def by blast
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4235
  have "\<forall>n. l \<in> s n"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4236
  proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4237
    fix n :: nat
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4238
    have "closed (s n)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4239
      using assms(1) by simp
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4240
    moreover have "\<forall>i. (x \<circ> r) i \<in> s i"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4241
      using x and assms(3) and lr(2) [THEN seq_suble] by auto
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4242
    then have "\<forall>i. (x \<circ> r) (i + n) \<in> s n"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4243
      using assms(3) by (fast intro!: le_add2)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4244
    moreover have "(\<lambda>i. (x \<circ> r) (i + n)) ----> l"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4245
      using lr(3) by (rule LIMSEQ_ignore_initial_segment)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4246
    ultimately show "l \<in> s n"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4247
      by (rule closed_sequentially)
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4248
  qed
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4249
  then show ?thesis ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4250
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4251
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4252
text {* Decreasing case does not even need compactness, just completeness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4253
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4254
lemma decreasing_closed_nest:
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4255
  fixes s :: "nat \<Rightarrow> ('a::complete_space) set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4256
  assumes
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4257
    "\<forall>n. closed (s n)"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4258
    "\<forall>n. s n \<noteq> {}"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4259
    "\<forall>m n. m \<le> n \<longrightarrow> s n \<subseteq> s m"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4260
    "\<forall>e>0. \<exists>n. \<forall>x\<in>s n. \<forall>y\<in>s n. dist x y < e"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4261
  shows "\<exists>a. \<forall>n. a \<in> s n"
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4262
proof -
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4263
  have "\<forall>n. \<exists>x. x \<in> s n"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4264
    using assms(2) by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4265
  then have "\<exists>t. \<forall>n. t n \<in> s n"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4266
    using choice[of "\<lambda>n x. x \<in> s n"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4267
  then obtain t where t: "\<forall>n. t n \<in> s n" by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4268
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4269
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4270
    assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4271
    then obtain N where N:"\<forall>x\<in>s N. \<forall>y\<in>s N. dist x y < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4272
      using assms(4) by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4273
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4274
      fix m n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4275
      assume "N \<le> m \<and> N \<le> n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4276
      then have "t m \<in> s N" "t n \<in> s N"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4277
        using assms(3) t unfolding  subset_eq t by blast+
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4278
      then have "dist (t m) (t n) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4279
        using N by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4280
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4281
    then have "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (t m) (t n) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4282
      by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4283
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4284
  then have "Cauchy t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4285
    unfolding cauchy_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4286
  then obtain l where l:"(t ---> l) sequentially"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4287
    using complete_UNIV unfolding complete_def by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4288
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4289
    fix n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4290
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4291
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4292
      assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4293
      then obtain N :: nat where N: "\<forall>n\<ge>N. dist (t n) l < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4294
        using l[unfolded LIMSEQ_def] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4295
      have "t (max n N) \<in> s n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4296
        using assms(3)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4297
        unfolding subset_eq
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4298
        apply (erule_tac x=n in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4299
        apply (erule_tac x="max n N" in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4300
        using t
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4301
        apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4302
        done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4303
      then have "\<exists>y\<in>s n. dist y l < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4304
        apply (rule_tac x="t (max n N)" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4305
        using N
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4306
        apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4307
        done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4308
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4309
    then have "l \<in> s n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4310
      using closed_approachable[of "s n" l] assms(1) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4311
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4312
  then show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4313
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4314
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4315
text {* Strengthen it to the intersection actually being a singleton. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4316
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4317
lemma decreasing_closed_nest_sing:
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  4318
  fixes s :: "nat \<Rightarrow> 'a::complete_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4319
  assumes
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4320
    "\<forall>n. closed(s n)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4321
    "\<forall>n. s n \<noteq> {}"
54070
1a13325269c2 new topological lemmas; tuned proofs
huffman
parents: 53862
diff changeset
  4322
    "\<forall>m n. m \<le> n \<longrightarrow> s n \<subseteq> s m"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4323
    "\<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
  4324
  shows "\<exists>a. \<Inter>(range s) = {a}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4325
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4326
  obtain a where a: "\<forall>n. a \<in> s n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4327
    using decreasing_closed_nest[of s] using assms by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4328
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4329
    fix b
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4330
    assume b: "b \<in> \<Inter>(range s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4331
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4332
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4333
      assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4334
      then have "dist a b < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4335
        using assms(4) and b and a by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4336
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4337
    then have "dist a b = 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4338
      by (metis dist_eq_0_iff dist_nz less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4339
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4340
  with a have "\<Inter>(range s) = {a}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4341
    unfolding image_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4342
  then show ?thesis ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4343
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4344
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4345
text{* Cauchy-type criteria for uniform convergence. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4346
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4347
lemma uniformly_convergent_eq_cauchy:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4348
  fixes s::"nat \<Rightarrow> 'b \<Rightarrow> 'a::complete_space"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4349
  shows
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4350
    "(\<exists>l. \<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist(s n x)(l x) < e) \<longleftrightarrow>
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4351
      (\<forall>e>0. \<exists>N. \<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x  \<longrightarrow> dist (s m x) (s n x) < e)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4352
  (is "?lhs = ?rhs")
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4353
proof
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4354
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4355
  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"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4356
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4357
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4358
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4359
    assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4360
    then obtain N :: nat where N: "\<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l x) < e / 2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4361
      using l[THEN spec[where x="e/2"]] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4362
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4363
      fix n m :: nat and x :: "'b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4364
      assume "N \<le> m \<and> N \<le> n \<and> P x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4365
      then have "dist (s m x) (s n x) < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4366
        using N[THEN spec[where x=m], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4367
        using N[THEN spec[where x=n], THEN spec[where x=x]]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4368
        using dist_triangle_half_l[of "s m x" "l x" e "s n x"] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4369
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4370
    then have "\<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
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4371
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4372
  then show ?rhs by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4373
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4374
  assume ?rhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4375
  then have "\<forall>x. P x \<longrightarrow> Cauchy (\<lambda>n. s n x)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4376
    unfolding cauchy_def
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4377
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4378
    apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4379
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4380
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4381
  then obtain l where l: "\<forall>x. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l x) sequentially"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4382
    unfolding convergent_eq_cauchy[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4383
    using choice[of "\<lambda>x l. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l) sequentially"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4384
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4385
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4386
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4387
    assume "e > 0"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4388
    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
  4389
      using `?rhs`[THEN spec[where x="e/2"]] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4390
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4391
      fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4392
      assume "P x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4393
      then obtain M where M:"\<forall>n\<ge>M. dist (s n x) (l x) < e/2"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4394
        using l[THEN spec[where x=x], unfolded LIMSEQ_def] and `e > 0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4395
        by (auto elim!: allE[where x="e/2"])
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4396
      fix n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4397
      assume "n \<ge> N"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4398
      then have "dist(s n x)(l x) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4399
        using `P x`and N[THEN spec[where x=n], THEN spec[where x="N+M"], THEN spec[where x=x]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4400
        using M[THEN spec[where x="N+M"]] and dist_triangle_half_l[of "s n x" "s (N+M) x" e "l x"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4401
        by (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4402
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4403
    then have "\<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist(s n x)(l x) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4404
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4405
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4406
  then show ?lhs by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4407
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4408
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4409
lemma uniformly_cauchy_imp_uniformly_convergent:
51102
358b27c56469 generalized
immler
parents: 50998
diff changeset
  4410
  fixes s :: "nat \<Rightarrow> 'a \<Rightarrow> 'b::complete_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4411
  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"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4412
    and "\<forall>x. P x --> (\<forall>e>0. \<exists>N. \<forall>n. N \<le> n \<longrightarrow> dist(s n x)(l x) < e)"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4413
  shows "\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist(s n x)(l x) < e"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4414
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4415
  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"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4416
    using assms(1) unfolding uniformly_convergent_eq_cauchy[symmetric] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4417
  moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4418
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4419
    fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4420
    assume "P x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4421
    then have "l x = l' x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4422
      using tendsto_unique[OF trivial_limit_sequentially, of "\<lambda>n. s n x" "l x" "l' x"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4423
      using l and assms(2) unfolding LIMSEQ_def by blast
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4424
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4425
  ultimately show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4426
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4427
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4428
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4429
subsection {* Continuity *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4430
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4431
text{* Derive the epsilon-delta forms, which we often use as "definitions" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4432
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4433
lemma continuous_within_eps_delta:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4434
  "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
  4435
  unfolding continuous_within and Lim_within
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4436
  apply auto
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4437
  unfolding dist_nz[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4438
  apply (auto del: allE elim!:allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4439
  apply(rule_tac x=d in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4440
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4441
  done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4442
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4443
lemma continuous_at_eps_delta:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4444
  "continuous (at x) f \<longleftrightarrow> (\<forall>e > 0. \<exists>d > 0. \<forall>x'. dist x' x < d \<longrightarrow> dist (f x') (f x) < e)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4445
  using continuous_within_eps_delta [of x UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4446
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4447
text{* Versions in terms of open balls. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4448
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4449
lemma continuous_within_ball:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4450
  "continuous (at x within s) f \<longleftrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4451
    (\<forall>e > 0. \<exists>d > 0. f ` (ball x d \<inter> s) \<subseteq> ball (f x) e)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4452
  (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4453
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4454
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4455
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4456
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4457
    assume "e > 0"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4458
    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
  4459
      using `?lhs`[unfolded continuous_within Lim_within] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4460
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4461
      fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4462
      assume "y \<in> f ` (ball x d \<inter> s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4463
      then have "y \<in> ball (f x) e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4464
        using d(2)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4465
        unfolding dist_nz[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4466
        apply (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4467
        apply (erule_tac x=xa in ballE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4468
        apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4469
        using `e > 0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4470
        apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4471
        done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4472
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4473
    then have "\<exists>d>0. f ` (ball x d \<inter> s) \<subseteq> ball (f x) e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4474
      using `d > 0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4475
      unfolding subset_eq ball_def by (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4476
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4477
  then show ?rhs by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4478
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4479
  assume ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4480
  then show ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4481
    unfolding continuous_within Lim_within ball_def subset_eq
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4482
    apply (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4483
    apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4484
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4485
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4486
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4487
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4488
lemma continuous_at_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4489
  "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
  4490
proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4491
  assume ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4492
  then show ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4493
    unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4494
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4495
    apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4496
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4497
    apply (rule_tac x=d in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4498
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4499
    apply (erule_tac x=xa in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4500
    apply (auto simp add: dist_commute dist_nz)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4501
    unfolding dist_nz[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4502
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4503
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4504
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4505
  assume ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4506
  then show ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4507
    unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4508
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4509
    apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4510
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4511
    apply (rule_tac x=d in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4512
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4513
    apply (erule_tac x="f xa" in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4514
    apply (auto simp add: dist_commute dist_nz)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4515
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4516
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4517
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4518
text{* Define setwise continuity in terms of limits within the set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4519
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4520
lemma continuous_on_iff:
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4521
  "continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4522
    (\<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)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4523
  unfolding continuous_on_def Lim_within
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4524
  apply (intro ball_cong [OF refl] all_cong ex_cong)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4525
  apply (rename_tac y, case_tac "y = x")
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4526
  apply simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4527
  apply (simp add: dist_nz)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4528
  done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4529
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4530
definition uniformly_continuous_on :: "'a set \<Rightarrow> ('a::metric_space \<Rightarrow> 'b::metric_space) \<Rightarrow> bool"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4531
  where "uniformly_continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4532
    (\<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
  4533
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4534
text{* Some simple consequential lemmas. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4535
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4536
lemma uniformly_continuous_imp_continuous:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4537
  "uniformly_continuous_on s f \<Longrightarrow> continuous_on s f"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4538
  unfolding uniformly_continuous_on_def continuous_on_iff by blast
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_at_imp_continuous_within:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4541
  "continuous (at x) f \<Longrightarrow> continuous (at x within s) f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4542
  unfolding continuous_within continuous_at using Lim_at_within by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4543
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4544
lemma Lim_trivial_limit: "trivial_limit net \<Longrightarrow> (f ---> l) net"
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4545
  by simp
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4546
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4547
lemmas continuous_on = continuous_on_def -- "legacy theorem name"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4548
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4549
lemma continuous_within_subset:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4550
  "continuous (at x within s) f \<Longrightarrow> t \<subseteq> s \<Longrightarrow> continuous (at x within t) f"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  4551
  unfolding continuous_within by(metis tendsto_within_subset)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4552
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4553
lemma continuous_on_interior:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4554
  "continuous_on s f \<Longrightarrow> x \<in> interior s \<Longrightarrow> continuous (at x) f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4555
  apply (erule interiorE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4556
  apply (drule (1) continuous_on_subset)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4557
  apply (simp add: continuous_on_eq_continuous_at)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4558
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4559
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4560
lemma continuous_on_eq:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4561
  "(\<forall>x \<in> s. f x = g x) \<Longrightarrow> continuous_on s f \<Longrightarrow> continuous_on s g"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  4562
  unfolding continuous_on_def tendsto_def eventually_at_topological
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  4563
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4564
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4565
text {* Characterization of various kinds of continuity in terms of sequences. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4566
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4567
lemma continuous_within_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4568
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4569
  shows "continuous (at a within s) f \<longleftrightarrow>
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4570
    (\<forall>x. (\<forall>n::nat. x n \<in> s) \<and> (x ---> a) sequentially
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  4571
         \<longrightarrow> ((f \<circ> x) ---> f a) sequentially)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4572
  (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4573
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4574
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4575
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4576
    fix x :: "nat \<Rightarrow> 'a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4577
    assume x: "\<forall>n. x n \<in> s" "\<forall>e>0. eventually (\<lambda>n. dist (x n) a < e) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4578
    fix T :: "'b set"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4579
    assume "open T" and "f a \<in> T"
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4580
    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"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  4581
      unfolding continuous_within tendsto_def eventually_at by (auto simp: dist_nz)
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4582
    have "eventually (\<lambda>n. dist (x n) a < d) sequentially"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4583
      using x(2) `d>0` by simp
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4584
    then have "eventually (\<lambda>n. (f \<circ> x) n \<in> T) sequentially"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 45776
diff changeset
  4585
    proof eventually_elim
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4586
      case (elim n)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4587
      then show ?case
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4588
        using d x(1) `f a \<in> T` unfolding dist_nz[symmetric] by auto
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4589
    qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4590
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4591
  then show ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4592
    unfolding tendsto_iff tendsto_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4593
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4594
  assume ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4595
  then show ?lhs
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4596
    unfolding continuous_within tendsto_def [where l="f a"]
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4597
    by (simp add: sequentially_imp_eventually_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4598
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4599
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4600
lemma continuous_at_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4601
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4602
  shows "continuous (at a) f \<longleftrightarrow>
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  4603
    (\<forall>x. (x ---> a) sequentially --> ((f \<circ> x) ---> f a) sequentially)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4604
  using continuous_within_sequentially[of a UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4605
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4606
lemma continuous_on_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  4607
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4608
  shows "continuous_on s f \<longleftrightarrow>
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4609
    (\<forall>x. \<forall>a \<in> s. (\<forall>n. x(n) \<in> s) \<and> (x ---> a) sequentially
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  4610
      --> ((f \<circ> x) ---> f a) sequentially)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4611
  (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4612
proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4613
  assume ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4614
  then show ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4615
    using continuous_within_sequentially[of _ s f]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4616
    unfolding continuous_on_eq_continuous_within
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4617
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4618
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4619
  assume ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4620
  then show ?rhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4621
    unfolding continuous_on_eq_continuous_within
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4622
    using continuous_within_sequentially[of _ s f]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4623
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4624
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4625
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4626
lemma uniformly_continuous_on_sequentially:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4627
  "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
  4628
                    ((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4629
                    \<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
  4630
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4631
  assume ?lhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4632
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4633
    fix x y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4634
    assume x: "\<forall>n. x n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4635
      and y: "\<forall>n. y n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4636
      and xy: "((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4637
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4638
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4639
      assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4640
      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"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4641
        using `?lhs`[unfolded uniformly_continuous_on_def, THEN spec[where x=e]] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4642
      obtain N where N: "\<forall>n\<ge>N. dist (x n) (y n) < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4643
        using xy[unfolded LIMSEQ_def dist_norm] and `d>0` by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4644
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4645
        fix n
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4646
        assume "n\<ge>N"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4647
        then have "dist (f (x n)) (f (y n)) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4648
          using N[THEN spec[where x=n]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4649
          using d[THEN bspec[where x="x n"], THEN bspec[where x="y n"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4650
          using x and y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4651
          unfolding dist_commute
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4652
          by simp
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4653
      }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4654
      then have "\<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4655
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4656
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4657
    then have "((\<lambda>n. dist (f(x n)) (f(y n))) ---> 0) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4658
      unfolding LIMSEQ_def and dist_real_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4659
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4660
  then show ?rhs by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4661
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4662
  assume ?rhs
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4663
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4664
    assume "\<not> ?lhs"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4665
    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"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4666
      unfolding uniformly_continuous_on_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4667
    then obtain fa where fa:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4668
      "\<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"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4669
      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"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4670
      unfolding Bex_def
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4671
      by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4672
    def x \<equiv> "\<lambda>n::nat. fst (fa (inverse (real n + 1)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4673
    def y \<equiv> "\<lambda>n::nat. snd (fa (inverse (real n + 1)))"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4674
    have xyn: "\<forall>n. x n \<in> s \<and> y n \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4675
      and xy0: "\<forall>n. dist (x n) (y n) < inverse (real n + 1)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4676
      and fxy:"\<forall>n. \<not> dist (f (x n)) (f (y n)) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4677
      unfolding x_def and y_def using fa
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4678
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4679
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4680
      fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4681
      assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4682
      then obtain N :: nat where "N \<noteq> 0" and N: "0 < inverse (real N) \<and> inverse (real N) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4683
        unfolding real_arch_inv[of e] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4684
      {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4685
        fix n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4686
        assume "n \<ge> N"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4687
        then have "inverse (real n + 1) < inverse (real N)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4688
          using real_of_nat_ge_zero and `N\<noteq>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4689
        also have "\<dots> < e" using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4690
        finally have "inverse (real n + 1) < e" by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4691
        then have "dist (x n) (y n) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4692
          using xy0[THEN spec[where x=n]] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4693
      }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4694
      then have "\<exists>N. \<forall>n\<ge>N. dist (x n) (y n) < e" by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4695
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4696
    then have "\<forall>e>0. \<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4697
      using `?rhs`[THEN spec[where x=x], THEN spec[where x=y]] and xyn
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4698
      unfolding LIMSEQ_def dist_real_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4699
    then have False using fxy and `e>0` by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4700
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4701
  then show ?lhs
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4702
    unfolding uniformly_continuous_on_def by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4703
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4704
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4705
text{* The usual transformation theorems. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4706
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4707
lemma continuous_transform_within:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4708
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4709
  assumes "0 < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4710
    and "x \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4711
    and "\<forall>x' \<in> s. dist x' x < d --> f x' = g x'"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4712
    and "continuous (at x within s) f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4713
  shows "continuous (at x within s) g"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4714
  unfolding continuous_within
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4715
proof (rule Lim_transform_within)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4716
  show "0 < d" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4717
  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
  4718
    using assms(3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4719
  have "f x = g x"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4720
    using assms(1,2,3) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4721
  then show "(f ---> g x) (at x within s)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4722
    using assms(4) unfolding continuous_within by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4723
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4724
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4725
lemma continuous_transform_at:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  4726
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4727
  assumes "0 < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4728
    and "\<forall>x'. dist x' x < d --> f x' = g x'"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4729
    and "continuous (at x) f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4730
  shows "continuous (at x) g"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  4731
  using continuous_transform_within [of d x UNIV f g] assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4732
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4733
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4734
subsubsection {* Structural rules for pointwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4735
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4736
lemmas continuous_within_id = continuous_ident
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4737
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4738
lemmas continuous_at_id = isCont_ident
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4739
51361
21e5b6efb317 changed continuous_intros into a named theorems collection
hoelzl
parents: 51351
diff changeset
  4740
lemma continuous_infdist[continuous_intros]:
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4741
  assumes "continuous F f"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4742
  shows "continuous F (\<lambda>x. infdist (f x) A)"
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4743
  using assms unfolding continuous_def by (rule tendsto_infdist)
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  4744
51361
21e5b6efb317 changed continuous_intros into a named theorems collection
hoelzl
parents: 51351
diff changeset
  4745
lemma continuous_infnorm[continuous_intros]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4746
  "continuous F f \<Longrightarrow> continuous F (\<lambda>x. infnorm (f x))"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4747
  unfolding continuous_def by (rule tendsto_infnorm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4748
51361
21e5b6efb317 changed continuous_intros into a named theorems collection
hoelzl
parents: 51351
diff changeset
  4749
lemma continuous_inner[continuous_intros]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4750
  assumes "continuous F f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4751
    and "continuous F g"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4752
  shows "continuous F (\<lambda>x. inner (f x) (g x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4753
  using assms unfolding continuous_def by (rule tendsto_inner)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4754
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4755
lemmas continuous_at_inverse = isCont_inverse
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4756
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4757
subsubsection {* Structural rules for setwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4758
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4759
lemma continuous_on_infnorm[continuous_on_intros]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4760
  "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. infnorm (f x))"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4761
  unfolding continuous_on by (fast intro: tendsto_infnorm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4762
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4763
lemma continuous_on_inner[continuous_on_intros]:
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4764
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_inner"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4765
  assumes "continuous_on s f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4766
    and "continuous_on s g"
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4767
  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
  4768
  using bounded_bilinear_inner assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4769
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  4770
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4771
subsubsection {* Structural rules for uniform continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4772
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4773
lemma uniformly_continuous_on_id[continuous_on_intros]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4774
  "uniformly_continuous_on s (\<lambda>x. x)"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4775
  unfolding uniformly_continuous_on_def by auto
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  4776
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4777
lemma uniformly_continuous_on_const[continuous_on_intros]:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4778
  "uniformly_continuous_on s (\<lambda>x. c)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4779
  unfolding uniformly_continuous_on_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4780
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4781
lemma uniformly_continuous_on_dist[continuous_on_intros]:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4782
  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
  4783
  assumes "uniformly_continuous_on s f"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4784
    and "uniformly_continuous_on s g"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4785
  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
  4786
proof -
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4787
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4788
    fix a b c d :: 'b
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4789
    have "\<bar>dist a b - dist c d\<bar> \<le> dist a c + dist b d"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4790
      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
  4791
      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
  4792
      by arith
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4793
  } note le = this
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4794
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4795
    fix x y
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4796
    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
  4797
    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
  4798
    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
  4799
      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
  4800
        simp add: le)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4801
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4802
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4803
    using assms unfolding uniformly_continuous_on_sequentially
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4804
    unfolding dist_real_def by simp
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4805
qed
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4806
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4807
lemma uniformly_continuous_on_norm[continuous_on_intros]:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4808
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4809
  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
  4810
  unfolding norm_conv_dist using assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4811
  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
  4812
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4813
lemma (in bounded_linear) uniformly_continuous_on[continuous_on_intros]:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4814
  assumes "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4815
  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
  4816
  using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4817
  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
  4818
  by (auto intro: tendsto_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4819
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4820
lemma uniformly_continuous_on_cmul[continuous_on_intros]:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4821
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4822
  assumes "uniformly_continuous_on s f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4823
  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
  4824
  using bounded_linear_scaleR_right assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4825
  by (rule bounded_linear.uniformly_continuous_on)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4826
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4827
lemma dist_minus:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4828
  fixes x y :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4829
  shows "dist (- x) (- y) = dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4830
  unfolding dist_norm minus_diff_minus norm_minus_cancel ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4831
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4832
lemma uniformly_continuous_on_minus[continuous_on_intros]:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4833
  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
  4834
  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
  4835
  unfolding uniformly_continuous_on_def dist_minus .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4836
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4837
lemma uniformly_continuous_on_add[continuous_on_intros]:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4838
  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
  4839
  assumes "uniformly_continuous_on s f"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4840
    and "uniformly_continuous_on s g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4841
  shows "uniformly_continuous_on s (\<lambda>x. f x + g x)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4842
  using assms
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4843
  unfolding uniformly_continuous_on_sequentially
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4844
  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
  4845
  by (auto intro: tendsto_add_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4846
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4847
lemma uniformly_continuous_on_diff[continuous_on_intros]:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4848
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4849
  assumes "uniformly_continuous_on s f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4850
    and "uniformly_continuous_on s g"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  4851
  shows "uniformly_continuous_on s (\<lambda>x. f x - g x)"
54230
b1d955791529 more simplification rules on unary and binary minus
haftmann
parents: 54070
diff changeset
  4852
  using assms uniformly_continuous_on_add [of s f "- g"]
b1d955791529 more simplification rules on unary and binary minus
haftmann
parents: 54070
diff changeset
  4853
    by (simp add: fun_Compl_def uniformly_continuous_on_minus)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4854
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4855
text{* Continuity of all kinds is preserved under composition. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4856
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  4857
lemmas continuous_at_compose = isCont_o
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4858
51362
dac3f564a98d changed continuous_on_intros into a named theorems collection
hoelzl
parents: 51361
diff changeset
  4859
lemma uniformly_continuous_on_compose[continuous_on_intros]:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4860
  assumes "uniformly_continuous_on s f"  "uniformly_continuous_on (f ` s) g"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  4861
  shows "uniformly_continuous_on s (g \<circ> f)"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  4862
proof -
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4863
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4864
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4865
    assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4866
    then obtain d where "d > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4867
      and d: "\<forall>x\<in>f ` s. \<forall>x'\<in>f ` s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4868
      using assms(2) unfolding uniformly_continuous_on_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4869
    obtain d' where "d'>0" "\<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d' \<longrightarrow> dist (f x') (f x) < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4870
      using `d > 0` using assms(1) unfolding uniformly_continuous_on_def by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4871
    then have "\<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"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4872
      using `d>0` using d by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4873
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4874
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4875
    using assms unfolding uniformly_continuous_on_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4876
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4877
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4878
text{* Continuity in terms of open preimages. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4879
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4880
lemma continuous_at_open:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4881
  "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)))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4882
  unfolding continuous_within_topological [of x UNIV f]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4883
  unfolding imp_conjL
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4884
  by (intro all_cong imp_cong ex_cong conj_cong refl) auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4885
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4886
lemma continuous_imp_tendsto:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4887
  assumes "continuous (at x0) f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4888
    and "x ----> x0"
51351
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4889
  shows "(f \<circ> x) ----> (f x0)"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4890
proof (rule topological_tendstoI)
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4891
  fix S
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4892
  assume "open S" "f x0 \<in> S"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4893
  then obtain T where T_def: "open T" "x0 \<in> T" "\<forall>x\<in>T. f x \<in> S"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4894
     using assms continuous_at_open by metis
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4895
  then have "eventually (\<lambda>n. x n \<in> T) sequentially"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4896
    using assms T_def by (auto simp: tendsto_def)
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4897
  then show "eventually (\<lambda>n. (f \<circ> x) n \<in> S) sequentially"
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4898
    using T_def by (auto elim!: eventually_elim1)
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4899
qed
dd1dd470690b generalized lemmas in Extended_Real_Limits
hoelzl
parents: 51350
diff changeset
  4900
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4901
lemma continuous_on_open:
51481
ef949192e5d6 move continuous_on_inv to HOL image (simplifies isCont_inverse_function)
hoelzl
parents: 51480
diff changeset
  4902
  "continuous_on s f \<longleftrightarrow>
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4903
    (\<forall>t. openin (subtopology euclidean (f ` s)) t \<longrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4904
      openin (subtopology euclidean s) {x \<in> s. f x \<in> t})"
51481
ef949192e5d6 move continuous_on_inv to HOL image (simplifies isCont_inverse_function)
hoelzl
parents: 51480
diff changeset
  4905
  unfolding continuous_on_open_invariant openin_open Int_def vimage_def Int_commute
ef949192e5d6 move continuous_on_inv to HOL image (simplifies isCont_inverse_function)
hoelzl
parents: 51480
diff changeset
  4906
  by (simp add: imp_ex imageI conj_commute eq_commute cong: conj_cong)
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4907
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4908
text {* Similarly in terms of closed sets. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4909
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4910
lemma continuous_on_closed:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4911
  "continuous_on s f \<longleftrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4912
    (\<forall>t. closedin (subtopology euclidean (f ` s)) t \<longrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4913
      closedin (subtopology euclidean s) {x \<in> s. f x \<in> t})"
51481
ef949192e5d6 move continuous_on_inv to HOL image (simplifies isCont_inverse_function)
hoelzl
parents: 51480
diff changeset
  4914
  unfolding continuous_on_closed_invariant closedin_closed Int_def vimage_def Int_commute
ef949192e5d6 move continuous_on_inv to HOL image (simplifies isCont_inverse_function)
hoelzl
parents: 51480
diff changeset
  4915
  by (simp add: imp_ex imageI conj_commute eq_commute cong: conj_cong)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4916
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4917
text {* Half-global and completely global cases. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4918
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4919
lemma continuous_open_in_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4920
  assumes "continuous_on s f"  "open t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4921
  shows "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4922
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4923
  have *: "\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4924
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4925
  have "openin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4926
    using openin_open_Int[of t "f ` s", OF assms(2)] unfolding openin_open by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4927
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4928
    using assms(1)[unfolded continuous_on_open, THEN spec[where x="t \<inter> f ` s"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4929
    using * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4930
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4931
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4932
lemma continuous_closed_in_preimage:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4933
  assumes "continuous_on s f" and "closed t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4934
  shows "closedin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4935
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4936
  have *: "\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4937
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4938
  have "closedin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4939
    using closedin_closed_Int[of t "f ` s", OF assms(2)] unfolding Int_commute
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4940
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4941
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4942
    using assms(1)[unfolded continuous_on_closed, THEN spec[where x="t \<inter> f ` s"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4943
    using * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4944
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4945
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4946
lemma continuous_open_preimage:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4947
  assumes "continuous_on s f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4948
    and "open s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4949
    and "open t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4950
  shows "open {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4951
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4952
  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
  4953
    using continuous_open_in_preimage[OF assms(1,3)] unfolding openin_open by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4954
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4955
    using open_Int[of s T, OF assms(2)] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4956
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4957
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4958
lemma continuous_closed_preimage:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4959
  assumes "continuous_on s f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4960
    and "closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4961
    and "closed t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4962
  shows "closed {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4963
proof-
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4964
  obtain T where "closed T" "{x \<in> s. f x \<in> t} = s \<inter> T"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4965
    using continuous_closed_in_preimage[OF assms(1,3)]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4966
    unfolding closedin_closed by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4967
  then show ?thesis using closed_Int[of s T, OF assms(2)] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4968
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4969
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4970
lemma continuous_open_preimage_univ:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4971
  "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open {x. f x \<in> s}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4972
  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
  4973
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4974
lemma continuous_closed_preimage_univ:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4975
  "(\<forall>x. continuous (at x) f) \<Longrightarrow> closed s \<Longrightarrow> closed {x. f x \<in> s}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4976
  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
  4977
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4978
lemma continuous_open_vimage: "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open (f -` s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4979
  unfolding vimage_def by (rule continuous_open_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4980
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4981
lemma continuous_closed_vimage: "\<forall>x. continuous (at x) f \<Longrightarrow> closed s \<Longrightarrow> closed (f -` s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4982
  unfolding vimage_def by (rule continuous_closed_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4983
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  4984
lemma interior_image_subset:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4985
  assumes "\<forall>x. continuous (at x) f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  4986
    and "inj f"
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  4987
  shows "interior (f ` s) \<subseteq> f ` (interior s)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4988
proof
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4989
  fix x assume "x \<in> interior (f ` s)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4990
  then obtain T where as: "open T" "x \<in> T" "T \<subseteq> f ` s" ..
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  4991
  then have "x \<in> f ` s" by auto
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4992
  then obtain y where y: "y \<in> s" "x = f y" by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4993
  have "open (vimage f T)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4994
    using assms(1) `open T` by (rule continuous_open_vimage)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4995
  moreover have "y \<in> vimage f T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4996
    using `x = f y` `x \<in> T` by simp
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4997
  moreover have "vimage f T \<subseteq> s"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4998
    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
  4999
  ultimately have "y \<in> interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5000
  with `x = f y` show "x \<in> f ` interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  5001
qed
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  5002
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5003
text {* Equality of continuous functions on closure and related results. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5004
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5005
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
  5006
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5007
  shows "continuous_on s f \<Longrightarrow> 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
  5008
  using continuous_closed_in_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5009
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5010
lemma continuous_closed_preimage_constant:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  5011
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5012
  shows "continuous_on s f \<Longrightarrow> closed s \<Longrightarrow> 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
  5013
  using continuous_closed_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5014
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5015
lemma continuous_constant_on_closure:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  5016
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5017
  assumes "continuous_on (closure s) f"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5018
    and "\<forall>x \<in> s. f x = a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5019
  shows "\<forall>x \<in> (closure s). f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5020
    using continuous_closed_preimage_constant[of "closure s" f a]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5021
      assms closure_minimal[of s "{x \<in> closure s. f x = a}"] closure_subset
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5022
    unfolding subset_eq
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5023
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5024
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5025
lemma image_closure_subset:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5026
  assumes "continuous_on (closure s) f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5027
    and "closed t"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5028
    and "(f ` s) \<subseteq> t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5029
  shows "f ` (closure s) \<subseteq> t"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5030
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5031
  have "s \<subseteq> {x \<in> closure s. f x \<in> t}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5032
    using assms(3) closure_subset by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5033
  moreover have "closed {x \<in> closure s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5034
    using continuous_closed_preimage[OF assms(1)] and assms(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5035
  ultimately have "closure s = {x \<in> closure s . f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5036
    using closure_minimal[of s "{x \<in> closure s. f x \<in> t}"] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5037
  then show ?thesis by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5038
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5039
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5040
lemma continuous_on_closure_norm_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5041
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5042
  assumes "continuous_on (closure s) f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5043
    and "\<forall>y \<in> s. norm(f y) \<le> b"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5044
    and "x \<in> (closure s)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5045
  shows "norm (f x) \<le> b"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5046
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5047
  have *: "f ` s \<subseteq> cball 0 b"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5048
    using assms(2)[unfolded mem_cball_0[symmetric]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5049
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5050
    using image_closure_subset[OF assms(1) closed_cball[of 0 b] *] assms(3)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5051
    unfolding subset_eq
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5052
    apply (erule_tac x="f x" in ballE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5053
    apply (auto simp add: dist_norm)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5054
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5055
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5056
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5057
text {* Making a continuous function avoid some value in a neighbourhood. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5058
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5059
lemma continuous_within_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5060
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5061
  assumes "continuous (at x within s) f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5062
    and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5063
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e --> f y \<noteq> a"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5064
proof -
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5065
  obtain U where "open U" and "f x \<in> U" and "a \<notin> U"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5066
    using t1_space [OF `f x \<noteq> a`] by fast
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5067
  have "(f ---> f x) (at x within s)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5068
    using assms(1) by (simp add: continuous_within)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5069
  then have "eventually (\<lambda>y. f y \<in> U) (at x within s)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5070
    using `open U` and `f x \<in> U`
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5071
    unfolding tendsto_def by fast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5072
  then have "eventually (\<lambda>y. f y \<noteq> a) (at x within s)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5073
    using `a \<notin> U` by (fast elim: eventually_mono [rotated])
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5074
  then show ?thesis
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  5075
    using `f x \<noteq> a` by (auto simp: dist_commute zero_less_dist_iff eventually_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5076
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5077
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5078
lemma continuous_at_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5079
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5080
  assumes "continuous (at x) f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5081
    and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5082
  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
  5083
  using assms continuous_within_avoid[of x UNIV f a] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5084
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5085
lemma continuous_on_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5086
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5087
  assumes "continuous_on s f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5088
    and "x \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5089
    and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5090
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e \<longrightarrow> f y \<noteq> a"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5091
  using assms(1)[unfolded continuous_on_eq_continuous_within, THEN bspec[where x=x],
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5092
    OF assms(2)] continuous_within_avoid[of x s f a]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5093
  using assms(3)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5094
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5095
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5096
lemma continuous_on_open_avoid:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5097
  fixes f :: "'a::metric_space \<Rightarrow> 'b::t1_space"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5098
  assumes "continuous_on s f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5099
    and "open s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5100
    and "x \<in> s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5101
    and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5102
  shows "\<exists>e>0. \<forall>y. dist x y < e \<longrightarrow> f y \<noteq> a"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5103
  using assms(1)[unfolded continuous_on_eq_continuous_at[OF assms(2)], THEN bspec[where x=x], OF assms(3)]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5104
  using continuous_at_avoid[of x f a] assms(4)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5105
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5106
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5107
text {* Proving a function is constant by proving open-ness of level set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5108
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5109
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
  5110
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  5111
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5112
        openin (subtopology euclidean s) {x \<in> s. f x = a}
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5113
        \<Longrightarrow> (\<forall>x \<in> s. f x \<noteq> a) \<or> (\<forall>x \<in> s. f x = a)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5114
  unfolding connected_clopen
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5115
  using continuous_closed_in_preimage_constant by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5116
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5117
lemma continuous_levelset_open_in:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  5118
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  5119
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5120
        openin (subtopology euclidean s) {x \<in> s. f x = a} \<Longrightarrow>
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5121
        (\<exists>x \<in> s. f x = a)  \<Longrightarrow> (\<forall>x \<in> s. f x = a)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5122
  using continuous_levelset_open_in_cases[of s f ]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5123
  by meson
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5124
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5125
lemma continuous_levelset_open:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  5126
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5127
  assumes "connected s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5128
    and "continuous_on s f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5129
    and "open {x \<in> s. f x = a}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5130
    and "\<exists>x \<in> s.  f x = a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5131
  shows "\<forall>x \<in> s. f x = a"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5132
  using continuous_levelset_open_in[OF assms(1,2), of a, unfolded openin_open]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5133
  using assms (3,4)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5134
  by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5135
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5136
text {* Some arithmetical combinations (more to prove). *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5137
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5138
lemma open_scaling[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5139
  fixes s :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5140
  assumes "c \<noteq> 0"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5141
    and "open s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5142
  shows "open((\<lambda>x. c *\<^sub>R x) ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5143
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5144
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5145
    fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5146
    assume "x \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5147
    then obtain e where "e>0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5148
      and e:"\<forall>x'. dist x' x < e \<longrightarrow> x' \<in> s" using assms(2)[unfolded open_dist, THEN bspec[where x=x]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5149
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5150
    have "e * abs c > 0"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5151
      using assms(1)[unfolded zero_less_abs_iff[symmetric]]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5152
      using mult_pos_pos[OF `e>0`]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5153
      by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5154
    moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5155
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5156
      fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5157
      assume "dist y (c *\<^sub>R x) < e * \<bar>c\<bar>"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5158
      then have "norm ((1 / c) *\<^sub>R y - x) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5159
        unfolding dist_norm
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5160
        using norm_scaleR[of c "(1 / c) *\<^sub>R y - x", unfolded scaleR_right_diff_distrib, unfolded scaleR_scaleR] assms(1)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5161
          assms(1)[unfolded zero_less_abs_iff[symmetric]] by (simp del:zero_less_abs_iff)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5162
      then have "y \<in> op *\<^sub>R c ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5163
        using rev_image_eqI[of "(1 / c) *\<^sub>R y" s y "op *\<^sub>R c"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5164
        using e[THEN spec[where x="(1 / c) *\<^sub>R y"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5165
        using assms(1)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5166
        unfolding dist_norm scaleR_scaleR
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5167
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5168
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5169
    ultimately have "\<exists>e>0. \<forall>x'. dist x' (c *\<^sub>R x) < e \<longrightarrow> x' \<in> op *\<^sub>R c ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5170
      apply (rule_tac x="e * abs c" in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5171
      apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5172
      done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5173
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5174
  then show ?thesis unfolding open_dist by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5175
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5176
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5177
lemma minus_image_eq_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5178
  fixes A :: "'a::ab_group_add set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5179
  shows "(\<lambda>x. - x) ` A = (\<lambda>x. - x) -` A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5180
  by (auto intro!: image_eqI [where f="\<lambda>x. - x"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5181
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5182
lemma open_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5183
  fixes s :: "'a::real_normed_vector set"
54489
03ff4d1e6784 eliminiated neg_numeral in favour of - (numeral _)
haftmann
parents: 54263
diff changeset
  5184
  shows "open s \<Longrightarrow> open ((\<lambda>x. - x) ` s)"
03ff4d1e6784 eliminiated neg_numeral in favour of - (numeral _)
haftmann
parents: 54263
diff changeset
  5185
  using open_scaling [of "- 1" s] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5186
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5187
lemma open_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5188
  fixes s :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5189
  assumes "open s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5190
  shows "open((\<lambda>x. a + x) ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5191
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5192
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5193
    fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5194
    have "continuous (at x) (\<lambda>x. x - a)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5195
      by (intro continuous_diff continuous_at_id continuous_const)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5196
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5197
  moreover have "{x. x - a \<in> s} = op + a ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5198
    by force
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5199
  ultimately show ?thesis using continuous_open_preimage_univ[of "\<lambda>x. x - a" s]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5200
    using assms by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5201
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5202
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5203
lemma open_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5204
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5205
  assumes "open s"  "c \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5206
  shows "open ((\<lambda>x. a + c *\<^sub>R x) ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5207
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5208
  have *: "(\<lambda>x. a + c *\<^sub>R x) = (\<lambda>x. a + x) \<circ> (\<lambda>x. c *\<^sub>R x)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5209
    unfolding o_def ..
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5210
  have "op + a ` op *\<^sub>R c ` s = (op + a \<circ> op *\<^sub>R c) ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5211
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5212
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5213
    using assms open_translation[of "op *\<^sub>R c ` s" a]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5214
    unfolding *
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5215
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5216
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5217
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5218
lemma interior_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5219
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5220
  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
  5221
proof (rule set_eqI, rule)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5222
  fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5223
  assume "x \<in> interior (op + a ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5224
  then obtain e where "e > 0" and e: "ball x e \<subseteq> op + a ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5225
    unfolding mem_interior by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5226
  then have "ball (x - a) e \<subseteq> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5227
    unfolding subset_eq Ball_def mem_ball dist_norm
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5228
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5229
    apply (erule_tac x="a + xa" in allE)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5230
    unfolding ab_group_add_class.diff_diff_eq[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5231
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5232
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5233
  then show "x \<in> op + a ` interior s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5234
    unfolding image_iff
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5235
    apply (rule_tac x="x - a" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5236
    unfolding mem_interior
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5237
    using `e > 0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5238
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5239
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5240
next
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5241
  fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5242
  assume "x \<in> op + a ` interior s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5243
  then obtain y e where "e > 0" and e: "ball y e \<subseteq> s" and y: "x = a + y"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5244
    unfolding image_iff Bex_def mem_interior by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5245
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5246
    fix z
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5247
    have *: "a + y - z = y + a - z" by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5248
    assume "z \<in> ball x e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5249
    then have "z - a \<in> s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5250
      using e[unfolded subset_eq, THEN bspec[where x="z - a"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5251
      unfolding mem_ball dist_norm y group_add_class.diff_diff_eq2 *
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5252
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5253
    then have "z \<in> op + a ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5254
      unfolding image_iff by (auto intro!: bexI[where x="z - a"])
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5255
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5256
  then have "ball x e \<subseteq> op + a ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5257
    unfolding subset_eq by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5258
  then show "x \<in> interior (op + a ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5259
    unfolding mem_interior using `e > 0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5260
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5261
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5262
text {* Topological properties of linear functions. *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5263
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5264
lemma linear_lim_0:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5265
  assumes "bounded_linear f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5266
  shows "(f ---> 0) (at (0))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5267
proof -
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5268
  interpret f: bounded_linear f by fact
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5269
  have "(f ---> f 0) (at 0)"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5270
    using tendsto_ident_at by (rule f.tendsto)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5271
  then show ?thesis unfolding f.zero .
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5272
qed
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5273
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5274
lemma linear_continuous_at:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5275
  assumes "bounded_linear f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5276
  shows "continuous (at a) f"
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5277
  unfolding continuous_at using assms
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5278
  apply (rule bounded_linear.tendsto)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5279
  apply (rule tendsto_ident_at)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5280
  done
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5281
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5282
lemma linear_continuous_within:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5283
  "bounded_linear f \<Longrightarrow> continuous (at x within s) f"
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5284
  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
  5285
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5286
lemma linear_continuous_on:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5287
  "bounded_linear f \<Longrightarrow> continuous_on s f"
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5288
  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
  5289
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5290
text {* Also bilinear functions, in composition form. *}
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5291
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5292
lemma bilinear_continuous_at_compose:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5293
  "continuous (at x) f \<Longrightarrow> continuous (at x) g \<Longrightarrow> bounded_bilinear h \<Longrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5294
    continuous (at x) (\<lambda>x. h (f x) (g x))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5295
  unfolding continuous_at
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5296
  using Lim_bilinear[of f "f x" "(at x)" g "g x" h]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5297
  by auto
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5298
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5299
lemma bilinear_continuous_within_compose:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5300
  "continuous (at x within s) f \<Longrightarrow> continuous (at x within s) g \<Longrightarrow> bounded_bilinear h \<Longrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5301
    continuous (at x within s) (\<lambda>x. h (f x) (g x))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5302
  unfolding continuous_within
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5303
  using Lim_bilinear[of f "f x"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5304
  by auto
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5305
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5306
lemma bilinear_continuous_on_compose:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5307
  "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> bounded_bilinear h \<Longrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5308
    continuous_on s (\<lambda>x. h (f x) (g x))"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  5309
  unfolding continuous_on_def
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  5310
  by (fast elim: bounded_bilinear.tendsto)
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5311
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5312
text {* Preservation of compactness and connectedness under continuous function. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5313
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5314
lemma compact_eq_openin_cover:
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5315
  "compact S \<longleftrightarrow>
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5316
    (\<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
  5317
      (\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D))"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5318
proof safe
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5319
  fix C
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5320
  assume "compact S" and "\<forall>c\<in>C. openin (subtopology euclidean S) c" and "S \<subseteq> \<Union>C"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5321
  then have "\<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}"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5322
    unfolding openin_open by force+
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5323
  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
  5324
    by (rule compactE)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5325
  then have "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)"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5326
    by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5327
  then show "\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D" ..
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5328
next
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5329
  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
  5330
        (\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D)"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5331
  show "compact S"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5332
  proof (rule compactI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5333
    fix C
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5334
    let ?C = "image (\<lambda>T. S \<inter> T) C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5335
    assume "\<forall>t\<in>C. open t" and "S \<subseteq> \<Union>C"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5336
    then have "(\<forall>c\<in>?C. openin (subtopology euclidean S) c) \<and> S \<subseteq> \<Union>?C"
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5337
      unfolding openin_open by auto
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5338
    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
  5339
      by metis
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5340
    let ?D = "inv_into C (\<lambda>T. S \<inter> T) ` D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5341
    have "?D \<subseteq> C \<and> finite ?D \<and> S \<subseteq> \<Union>?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5342
    proof (intro conjI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5343
      from `D \<subseteq> ?C` show "?D \<subseteq> C"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5344
        by (fast intro: inv_into_into)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5345
      from `finite D` show "finite ?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5346
        by (rule finite_imageI)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5347
      from `S \<subseteq> \<Union>D` show "S \<subseteq> \<Union>?D"
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5348
        apply (rule subset_trans)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5349
        apply clarsimp
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5350
        apply (frule subsetD [OF `D \<subseteq> ?C`, THEN f_inv_into_f])
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5351
        apply (erule rev_bexI, fast)
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5352
        done
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5353
    qed
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5354
    then show "\<exists>D\<subseteq>C. finite D \<and> S \<subseteq> \<Union>D" ..
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5355
  qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5356
qed
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  5357
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5358
lemma connected_continuous_image:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5359
  assumes "continuous_on s f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5360
    and "connected s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5361
  shows "connected(f ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5362
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5363
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5364
    fix T
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5365
    assume as:
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5366
      "T \<noteq> {}"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5367
      "T \<noteq> f ` s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5368
      "openin (subtopology euclidean (f ` s)) T"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5369
      "closedin (subtopology euclidean (f ` s)) T"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5370
    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
  5371
      using assms(1)[unfolded continuous_on_open, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5372
      using assms(1)[unfolded continuous_on_closed, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5373
      using assms(2)[unfolded connected_clopen, THEN spec[where x="{x \<in> s. f x \<in> T}"]] as(3,4) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5374
    then have False using as(1,2)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5375
      using as(4)[unfolded closedin_def topspace_euclidean_subtopology] by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5376
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5377
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5378
    unfolding connected_clopen by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5379
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5380
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5381
text {* Continuity implies uniform continuity on a compact domain. *}
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5382
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5383
lemma compact_uniformly_continuous:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5384
  assumes f: "continuous_on s f"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5385
    and s: "compact s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5386
  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
  5387
  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
  5388
proof (cases, safe)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5389
  fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5390
  assume "0 < e" "s \<noteq> {}"
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
  5391
  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
  5392
  let ?b = "(\<lambda>(y, d). ball y (d/2))"
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  5393
  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
  5394
  proof safe
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5395
    fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5396
    assume "y \<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
  5397
    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
  5398
    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
  5399
      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
  5400
    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
  5401
      using `0 < e` `y \<in> s` by (auto elim!: openE)
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  5402
    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
  5403
      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
  5404
  qed auto
50944
03b11adf1f33 simplified prove of compact_imp_bounded
hoelzl
parents: 50943
diff changeset
  5405
  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
  5406
    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
  5407
  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
  5408
    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
  5409
  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
  5410
  proof (rule, safe)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5411
    fix x x'
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5412
    assume in_s: "x' \<in> s" "x \<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
  5413
    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
  5414
      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
  5415
    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
  5416
    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
  5417
      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
  5418
    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
  5419
      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
  5420
  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
  5421
qed auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5422
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5423
text {* A uniformly convergent limit of continuous functions is continuous. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5424
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5425
lemma continuous_uniform_limit:
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  5426
  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
  5427
  assumes "\<not> trivial_limit F"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5428
    and "eventually (\<lambda>n. continuous_on s (f n)) F"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5429
    and "\<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
  5430
  shows "continuous_on s g"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5431
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5432
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5433
    fix x and e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5434
    assume "x\<in>s" "e>0"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  5435
    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
  5436
      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
  5437
    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
  5438
    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
  5439
      using assms(1) by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5440
    have "e / 3 > 0" using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5441
    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
  5442
      using n(2)[unfolded continuous_on_iff, THEN bspec[where x=x], OF `x\<in>s`, THEN spec[where x="e/3"]] by blast
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5443
    {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5444
      fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5445
      assume "y \<in> s" and "dist y x < d"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5446
      then have "dist (f n y) (f n x) < e / 3"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  5447
        by (rule d [rule_format])
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5448
      then have "dist (f n y) (g x) < 2 * e / 3"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  5449
        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
  5450
        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
  5451
        by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5452
      then have "dist (g y) (g x) < e"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  5453
        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
  5454
        using dist_triangle3 [of "g y" "g x" "f n y"]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5455
        by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5456
    }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5457
    then have "\<exists>d>0. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5458
      using `d>0` by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5459
  }
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5460
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5461
    unfolding continuous_on_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5462
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5463
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5464
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5465
subsection {* Topological stuff lifted from and dropped to R *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5466
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5467
lemma open_real:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5468
  fixes s :: "real set"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5469
  shows "open s \<longleftrightarrow> (\<forall>x \<in> s. \<exists>e>0. \<forall>x'. abs(x' - x) < e --> x' \<in> s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5470
  unfolding open_dist dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5471
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5472
lemma islimpt_approachable_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5473
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5474
  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
  5475
  unfolding islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5476
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5477
lemma closed_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5478
  fixes s :: "real set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5479
  shows "closed s \<longleftrightarrow> (\<forall>x. (\<forall>e>0.  \<exists>x' \<in> s. x' \<noteq> x \<and> abs(x' - x) < e) \<longrightarrow> x \<in> s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5480
  unfolding closed_limpt islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5481
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5482
lemma continuous_at_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5483
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5484
  shows "continuous (at x) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0. \<forall>x'. norm(x' - x) < d --> abs(f x' - f x) < e)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5485
  unfolding continuous_at
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5486
  unfolding Lim_at
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5487
  unfolding dist_nz[symmetric]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5488
  unfolding dist_norm
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5489
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5490
  apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5491
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5492
  apply (rule_tac x=d in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5493
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5494
  apply (erule_tac x=x' in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5495
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5496
  apply (erule_tac x=e in allE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5497
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5498
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5499
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5500
lemma continuous_on_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5501
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5502
  shows "continuous_on s f \<longleftrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5503
    (\<forall>x \<in> s. \<forall>e>0. \<exists>d>0. (\<forall>x' \<in> s. norm(x' - x) < d \<longrightarrow> abs(f x' - f x) < e))"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  5504
  unfolding continuous_on_iff dist_norm by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5505
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5506
text {* Hence some handy theorems on distance, diameter etc. of/from a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5507
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5508
lemma distance_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5509
  assumes "compact s" "s \<noteq> {}"
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5510
  shows "\<exists>x\<in>s. \<forall>y\<in>s. dist a y \<le> dist a x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5511
proof (rule continuous_attains_sup [OF assms])
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5512
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5513
    fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5514
    assume "x\<in>s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5515
    have "(dist a ---> dist a x) (at x within s)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  5516
      by (intro tendsto_dist tendsto_const tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5517
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5518
  then show "continuous_on s (dist a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5519
    unfolding continuous_on ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5520
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5521
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5522
text {* For \emph{minimal} distance, we only need closure, not compactness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5523
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5524
lemma distance_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5525
  fixes a :: "'a::heine_borel"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5526
  assumes "closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5527
    and "s \<noteq> {}"
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5528
  shows "\<exists>x\<in>s. \<forall>y\<in>s. dist a x \<le> dist a y"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5529
proof -
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5530
  from assms(2) obtain b where "b \<in> s" by auto
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5531
  let ?B = "s \<inter> cball a (dist b a)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5532
  have "?B \<noteq> {}" using `b \<in> s`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5533
    by (auto simp add: dist_commute)
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5534
  moreover have "continuous_on ?B (dist a)"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5535
    by (auto intro!: continuous_at_imp_continuous_on continuous_dist continuous_at_id continuous_const)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5536
  moreover have "compact ?B"
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5537
    by (intro closed_inter_compact `closed s` compact_cball)
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5538
  ultimately obtain x where "x \<in> ?B" "\<forall>y\<in>?B. dist a x \<le> dist a y"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5539
    by (metis continuous_attains_inf)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5540
  then show ?thesis by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5541
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5542
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5543
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5544
subsection {* Pasted sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5545
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5546
lemma bounded_Times:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5547
  assumes "bounded s" "bounded t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5548
  shows "bounded (s \<times> t)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5549
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5550
  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
  5551
    using assms [unfolded bounded_def] by auto
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
  5552
  then have "\<forall>z\<in>s \<times> t. dist (x, y) z \<le> sqrt (a\<^sup>2 + b\<^sup>2)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5553
    by (auto simp add: dist_Pair_Pair real_sqrt_le_mono add_mono power_mono)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5554
  then show ?thesis unfolding bounded_any_center [where a="(x, y)"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5555
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5556
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5557
lemma mem_Times_iff: "x \<in> A \<times> B \<longleftrightarrow> fst x \<in> A \<and> snd x \<in> B"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5558
  by (induct x) simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5559
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5560
lemma seq_compact_Times: "seq_compact s \<Longrightarrow> seq_compact t \<Longrightarrow> seq_compact (s \<times> t)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5561
  unfolding seq_compact_def
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5562
  apply clarify
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5563
  apply (drule_tac x="fst \<circ> f" in spec)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5564
  apply (drule mp, simp add: mem_Times_iff)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5565
  apply (clarify, rename_tac l1 r1)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5566
  apply (drule_tac x="snd \<circ> f \<circ> r1" in spec)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5567
  apply (drule mp, simp add: mem_Times_iff)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5568
  apply (clarify, rename_tac l2 r2)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5569
  apply (rule_tac x="(l1, l2)" in rev_bexI, simp)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5570
  apply (rule_tac x="r1 \<circ> r2" in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5571
  apply (rule conjI, simp add: subseq_def)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5572
  apply (drule_tac f=r2 in LIMSEQ_subseq_LIMSEQ, assumption)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5573
  apply (drule (1) tendsto_Pair) back
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5574
  apply (simp add: o_def)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5575
  done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5576
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5577
lemma compact_Times:
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5578
  assumes "compact s" "compact t"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5579
  shows "compact (s \<times> t)"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5580
proof (rule compactI)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5581
  fix C
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5582
  assume C: "\<forall>t\<in>C. open t" "s \<times> t \<subseteq> \<Union>C"
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5583
  have "\<forall>x\<in>s. \<exists>a. open a \<and> x \<in> a \<and> (\<exists>d\<subseteq>C. finite d \<and> a \<times> t \<subseteq> \<Union>d)"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5584
  proof
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5585
    fix x
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5586
    assume "x \<in> s"
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5587
    have "\<forall>y\<in>t. \<exists>a b c. c \<in> C \<and> open a \<and> open b \<and> x \<in> a \<and> y \<in> b \<and> a \<times> b \<subseteq> c" (is "\<forall>y\<in>t. ?P y")
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5588
    proof
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5589
      fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5590
      assume "y \<in> t"
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5591
      with `x \<in> s` C obtain c where "c \<in> C" "(x, y) \<in> c" "open c" by auto
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5592
      then show "?P y" by (auto elim!: open_prod_elim)
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5593
    qed
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5594
    then obtain a b c where b: "\<And>y. y \<in> t \<Longrightarrow> open (b y)"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5595
      and c: "\<And>y. y \<in> t \<Longrightarrow> c y \<in> C \<and> open (a y) \<and> open (b y) \<and> x \<in> a y \<and> y \<in> b y \<and> a y \<times> b y \<subseteq> c y"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5596
      by metis
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5597
    then have "\<forall>y\<in>t. open (b y)" "t \<subseteq> (\<Union>y\<in>t. b y)" by auto
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  5598
    from compactE_image[OF `compact t` this] obtain D where D: "D \<subseteq> t" "finite D" "t \<subseteq> (\<Union>y\<in>D. b y)"
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5599
      by auto
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  5600
    moreover from D c have "(\<Inter>y\<in>D. a y) \<times> t \<subseteq> (\<Union>y\<in>D. c y)"
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5601
      by (fastforce simp: subset_eq)
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5602
    ultimately show "\<exists>a. open a \<and> x \<in> a \<and> (\<exists>d\<subseteq>C. finite d \<and> a \<times> t \<subseteq> \<Union>d)"
52141
eff000cab70f weaker precendence of syntax for big intersection and union on sets
haftmann
parents: 51773
diff changeset
  5603
      using c by (intro exI[of _ "c`D"] exI[of _ "\<Inter>(a`D)"] conjI) (auto intro!: open_INT)
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5604
  qed
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5605
  then obtain a d where a: "\<forall>x\<in>s. open (a x)" "s \<subseteq> (\<Union>x\<in>s. a x)"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5606
    and d: "\<And>x. x \<in> s \<Longrightarrow> d x \<subseteq> C \<and> finite (d x) \<and> a x \<times> t \<subseteq> \<Union>d x"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5607
    unfolding subset_eq UN_iff by metis
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5608
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5609
  from compactE_image[OF `compact s` a]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5610
  obtain e where e: "e \<subseteq> s" "finite e" and s: "s \<subseteq> (\<Union>x\<in>e. a x)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5611
    by auto
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5612
  moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5613
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5614
    from s have "s \<times> t \<subseteq> (\<Union>x\<in>e. a x \<times> t)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5615
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5616
    also have "\<dots> \<subseteq> (\<Union>x\<in>e. \<Union>d x)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5617
      using d `e \<subseteq> s` by (intro UN_mono) auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5618
    finally have "s \<times> t \<subseteq> (\<Union>x\<in>e. \<Union>d x)" .
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5619
  }
51349
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5620
  ultimately show "\<exists>C'\<subseteq>C. finite C' \<and> s \<times> t \<subseteq> \<Union>C'"
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5621
    by (intro exI[of _ "(\<Union>x\<in>e. d x)"]) (auto simp add: subset_eq)
166170c5f8a2 generalized compact_Times to topological_space
hoelzl
parents: 51348
diff changeset
  5622
qed
50884
2b21b4e2d7cb differentiate (cover) compactness and sequential compactness
hoelzl
parents: 50883
diff changeset
  5623
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5624
text{* Hence some useful properties follow quite easily. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5625
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5626
lemma compact_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5627
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5628
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5629
  shows "compact ((\<lambda>x. c *\<^sub>R x) ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5630
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5631
  let ?f = "\<lambda>x. scaleR c x"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5632
  have *: "bounded_linear ?f" by (rule bounded_linear_scaleR_right)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5633
  show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5634
    using compact_continuous_image[of s ?f] continuous_at_imp_continuous_on[of s ?f]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5635
    using linear_continuous_at[OF *] assms
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5636
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5637
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5638
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5639
lemma compact_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5640
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5641
  assumes "compact s"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5642
  shows "compact ((\<lambda>x. - x) ` s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5643
  using compact_scaling [OF assms, of "- 1"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5644
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5645
lemma compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5646
  fixes s t :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5647
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5648
    and "compact t"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5649
  shows "compact {x + y | x y. x \<in> s \<and> y \<in> t}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5650
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5651
  have *: "{x + y | x y. x \<in> s \<and> y \<in> t} = (\<lambda>z. fst z + snd z) ` (s \<times> t)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5652
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5653
    unfolding image_iff
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5654
    apply (rule_tac x="(xa, y)" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5655
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5656
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5657
  have "continuous_on (s \<times> t) (\<lambda>z. fst z + snd z)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5658
    unfolding continuous_on by (rule ballI) (intro tendsto_intros)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5659
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5660
    unfolding * using compact_continuous_image compact_Times [OF assms] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5661
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5662
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5663
lemma compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5664
  fixes s t :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5665
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5666
    and "compact t"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5667
  shows "compact {x - y | x y. x \<in> s \<and> y \<in> t}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5668
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5669
  have "{x - y | x y. x\<in>s \<and> y \<in> t} =  {x + y | x y. x \<in> s \<and> y \<in> (uminus ` t)}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5670
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5671
    apply (rule_tac x= xa in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5672
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5673
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5674
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5675
    using compact_sums[OF assms(1) compact_negations[OF assms(2)]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5676
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5677
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5678
lemma compact_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5679
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5680
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5681
  shows "compact ((\<lambda>x. a + x) ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5682
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5683
  have "{x + y |x y. x \<in> s \<and> y \<in> {a}} = (\<lambda>x. a + x) ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5684
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5685
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5686
    using compact_sums[OF assms compact_sing[of a]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5687
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5688
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5689
lemma compact_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5690
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5691
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5692
  shows "compact ((\<lambda>x. a + c *\<^sub>R x) ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5693
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5694
  have "op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5695
    by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5696
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5697
    using compact_translation[OF compact_scaling[OF assms], of a c] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5698
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5699
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5700
text {* Hence we get the following. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5701
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5702
lemma compact_sup_maxdistance:
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5703
  fixes s :: "'a::metric_space set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5704
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5705
    and "s \<noteq> {}"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5706
  shows "\<exists>x\<in>s. \<exists>y\<in>s. \<forall>u\<in>s. \<forall>v\<in>s. dist u v \<le> dist x y"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5707
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5708
  have "compact (s \<times> s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5709
    using `compact s` by (intro compact_Times)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5710
  moreover have "s \<times> s \<noteq> {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5711
    using `s \<noteq> {}` by auto
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5712
  moreover have "continuous_on (s \<times> s) (\<lambda>x. dist (fst x) (snd x))"
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  5713
    by (intro continuous_at_imp_continuous_on ballI continuous_intros)
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5714
  ultimately show ?thesis
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5715
    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
  5716
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5717
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5718
text {* We can state this in terms of diameter of a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5719
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5720
definition diameter :: "'a::metric_space set \<Rightarrow> real" where
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5721
  "diameter S = (if S = {} then 0 else SUP (x,y):S\<times>S. dist x y)"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5722
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5723
lemma diameter_bounded_bound:
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5724
  fixes s :: "'a :: metric_space set"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5725
  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
  5726
  shows "dist x y \<le> diameter s"
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5727
proof -
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5728
  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
  5729
    unfolding bounded_def by auto
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5730
  have "bdd_above (split dist ` (s\<times>s))"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5731
  proof (intro bdd_aboveI, safe)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5732
    fix a b
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5733
    assume "a \<in> s" "b \<in> s"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5734
    with z[of a] z[of b] dist_triangle[of a b z]
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5735
    show "dist a b \<le> 2 * d"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5736
      by (simp add: dist_commute)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5737
  qed
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5738
  moreover have "(x,y) \<in> s\<times>s" using s by auto
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5739
  ultimately have "dist x y \<le> (SUP (x,y):s\<times>s. dist x y)"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5740
    by (rule cSUP_upper2) simp
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5741
  with `x \<in> s` show ?thesis
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5742
    by (auto simp add: diameter_def)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5743
qed
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5744
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5745
lemma diameter_lower_bounded:
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5746
  fixes s :: "'a :: metric_space set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5747
  assumes s: "bounded s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5748
    and d: "0 < d" "d < diameter s"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5749
  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
  5750
proof (rule ccontr)
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5751
  assume contr: "\<not> ?thesis"
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5752
  moreover have "s \<noteq> {}"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5753
    using d by (auto simp add: diameter_def)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5754
  ultimately have "diameter s \<le> d"
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5755
    by (auto simp: not_less diameter_def intro!: cSUP_least)
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5756
  with `d < diameter s` show False by auto
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5757
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5758
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5759
lemma diameter_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5760
  assumes "bounded s"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5761
  shows "\<forall>x\<in>s. \<forall>y\<in>s. dist x y \<le> diameter s"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5762
    and "\<forall>d>0. d < diameter s \<longrightarrow> (\<exists>x\<in>s. \<exists>y\<in>s. dist x y > d)"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5763
  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
  5764
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5765
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5766
lemma diameter_compact_attained:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5767
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5768
    and "s \<noteq> {}"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5769
  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
  5770
proof -
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5771
  have b: "bounded s" using assms(1)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5772
    by (rule compact_imp_bounded)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5773
  then obtain x y where xys: "x\<in>s" "y\<in>s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5774
    and xy: "\<forall>u\<in>s. \<forall>v\<in>s. dist u v \<le> dist x y"
50973
4a2c82644889 generalized diameter from real_normed_vector to metric_space
hoelzl
parents: 50972
diff changeset
  5775
    using compact_sup_maxdistance[OF assms] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5776
  then have "diameter s \<le> dist x y"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5777
    unfolding diameter_def
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5778
    apply clarsimp
54260
6a967667fd45 use INF and SUP on conditionally complete lattices in multivariate analysis
hoelzl
parents: 54259
diff changeset
  5779
    apply (rule cSUP_least)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5780
    apply fast+
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5781
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5782
  then show ?thesis
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5783
    by (metis b diameter_bounded_bound order_antisym xys)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5784
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5785
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5786
text {* Related results with closure as the conclusion. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5787
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5788
lemma closed_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5789
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5790
  assumes "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5791
  shows "closed ((\<lambda>x. c *\<^sub>R x) ` s)"
53813
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5792
proof (cases "c = 0")
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5793
  case True then show ?thesis
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5794
    by (auto simp add: image_constant_conv)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5795
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5796
  case False
53813
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5797
  from assms have "closed ((\<lambda>x. inverse c *\<^sub>R x) -` s)"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5798
    by (simp add: continuous_closed_vimage)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5799
  also have "(\<lambda>x. inverse c *\<^sub>R x) -` s = (\<lambda>x. c *\<^sub>R x) ` s"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5800
    using `c \<noteq> 0` by (auto elim: image_eqI [rotated])
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  5801
  finally show ?thesis .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5802
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5803
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5804
lemma closed_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5805
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5806
  assumes "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5807
  shows "closed ((\<lambda>x. -x) ` s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5808
  using closed_scaling[OF assms, of "- 1"] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5809
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5810
lemma compact_closed_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5811
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5812
  assumes "compact s" and "closed t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5813
  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5814
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5815
  let ?S = "{x + y |x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5816
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5817
    fix x l
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5818
    assume as: "\<forall>n. x n \<in> ?S"  "(x ---> l) sequentially"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5819
    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"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5820
      using choice[of "\<lambda>n y. x n = (fst y) + (snd y) \<and> fst y \<in> s \<and> snd y \<in> t"] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5821
    obtain l' r where "l'\<in>s" and r: "subseq r" and lr: "(((\<lambda>n. fst (f n)) \<circ> r) ---> l') sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5822
      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
  5823
    have "((\<lambda>n. snd (f (r n))) ---> l - l') sequentially"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5824
      using tendsto_diff[OF LIMSEQ_subseq_LIMSEQ[OF as(2) r] lr] and f(1)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5825
      unfolding o_def
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5826
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5827
    then have "l - l' \<in> t"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5828
      using assms(2)[unfolded closed_sequential_limits,
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5829
        THEN spec[where x="\<lambda> n. snd (f (r n))"],
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5830
        THEN spec[where x="l - l'"]]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5831
      using f(3)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5832
      by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5833
    then have "l \<in> ?S"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5834
      using `l' \<in> s`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5835
      apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5836
      apply (rule_tac x=l' in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5837
      apply (rule_tac x="l - l'" in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5838
      apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5839
      done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5840
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5841
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5842
    unfolding closed_sequential_limits by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5843
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5844
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5845
lemma closed_compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5846
  fixes s t :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5847
  assumes "closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5848
    and "compact t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5849
  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5850
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5851
  have "{x + y |x y. x \<in> t \<and> y \<in> s} = {x + y |x y. x \<in> s \<and> y \<in> t}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5852
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5853
    apply (rule_tac x=y in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5854
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5855
    apply (rule_tac x=y in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5856
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5857
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5858
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5859
    using compact_closed_sums[OF assms(2,1)] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5860
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5861
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5862
lemma compact_closed_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5863
  fixes s t :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5864
  assumes "compact s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5865
    and "closed t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5866
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5867
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5868
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} =  {x - y |x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5869
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5870
    apply (rule_tac x=xa in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5871
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5872
    apply (rule_tac x=xa in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5873
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5874
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5875
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5876
    using compact_closed_sums[OF assms(1) closed_negations[OF assms(2)]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5877
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5878
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5879
lemma closed_compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5880
  fixes s t :: "'a::real_normed_vector set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5881
  assumes "closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5882
    and "compact t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5883
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5884
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5885
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} = {x - y |x y. x \<in> s \<and> y \<in> t}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5886
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5887
    apply (rule_tac x=xa in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5888
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5889
    apply (rule_tac x=xa in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5890
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5891
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5892
 then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5893
  using closed_compact_sums[OF assms(1) compact_negations[OF assms(2)]] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5894
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5895
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5896
lemma closed_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5897
  fixes a :: "'a::real_normed_vector"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5898
  assumes "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5899
  shows "closed ((\<lambda>x. a + x) ` s)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5900
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5901
  have "{a + y |y. y \<in> s} = (op + a ` s)" by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5902
  then show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5903
    using compact_closed_sums[OF compact_sing[of a] assms] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5904
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5905
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5906
lemma translation_Compl:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5907
  fixes a :: "'a::ab_group_add"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5908
  shows "(\<lambda>x. a + x) ` (- t) = - ((\<lambda>x. a + x) ` t)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5909
  apply (auto simp add: image_iff)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5910
  apply (rule_tac x="x - a" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5911
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5912
  done
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  5913
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5914
lemma translation_UNIV:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5915
  fixes a :: "'a::ab_group_add"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5916
  shows "range (\<lambda>x. a + x) = UNIV"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5917
  apply (auto simp add: image_iff)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5918
  apply (rule_tac x="x - a" in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5919
  apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5920
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5921
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5922
lemma translation_diff:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5923
  fixes a :: "'a::ab_group_add"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5924
  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
  5925
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5926
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5927
lemma closure_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5928
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5929
  shows "closure ((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (closure s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5930
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5931
  have *: "op + a ` (- s) = - op + a ` s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5932
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5933
    unfolding image_iff
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5934
    apply (rule_tac x="x - a" in bexI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5935
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5936
    done
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5937
  show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5938
    unfolding closure_interior translation_Compl
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5939
    using interior_translation[of a "- s"]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5940
    unfolding *
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5941
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5942
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5943
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5944
lemma frontier_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5945
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5946
  shows "frontier((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (frontier s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5947
  unfolding frontier_def translation_diff interior_translation closure_translation
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5948
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5949
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5950
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5951
subsection {* Separation between points and sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5952
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5953
lemma separate_point_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5954
  fixes s :: "'a::heine_borel set"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5955
  assumes "closed s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  5956
    and "a \<notin> s"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5957
  shows "\<exists>d>0. \<forall>x\<in>s. d \<le> dist a x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5958
proof (cases "s = {}")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5959
  case True
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5960
  then show ?thesis by(auto intro!: exI[where x=1])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5961
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5962
  case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5963
  from assms obtain x where "x\<in>s" "\<forall>y\<in>s. dist a x \<le> dist a y"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5964
    using `s \<noteq> {}` distance_attains_inf [of s a] by blast
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5965
  with `x\<in>s` show ?thesis using dist_pos_lt[of a x] and`a \<notin> s`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5966
    by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5967
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5968
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5969
lemma separate_compact_closed:
50949
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5970
  fixes s t :: "'a::heine_borel set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5971
  assumes "compact s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5972
    and t: "closed t" "s \<inter> t = {}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5973
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5974
proof cases
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5975
  assume "s \<noteq> {} \<and> t \<noteq> {}"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5976
  then have "s \<noteq> {}" "t \<noteq> {}" by auto
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5977
  let ?inf = "\<lambda>x. infdist x t"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5978
  have "continuous_on s ?inf"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5979
    by (auto intro!: continuous_at_imp_continuous_on continuous_infdist continuous_at_id)
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5980
  then obtain x where x: "x \<in> s" "\<forall>y\<in>s. ?inf x \<le> ?inf y"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5981
    using continuous_attains_inf[OF `compact s` `s \<noteq> {}`] by auto
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5982
  then have "0 < ?inf x"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5983
    using t `t \<noteq> {}` in_closed_iff_infdist_zero by (auto simp: less_le infdist_nonneg)
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5984
  moreover have "\<forall>x'\<in>s. \<forall>y\<in>t. ?inf x \<le> dist x' y"
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5985
    using x by (auto intro: order_trans infdist_le)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5986
  ultimately show ?thesis by auto
51346
d33de22432e2 tuned proofs (used continuity of infdist, dist and continuous_attains_sup)
hoelzl
parents: 51345
diff changeset
  5987
qed (auto intro!: exI[of _ 1])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5988
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5989
lemma separate_closed_compact:
50949
a5689bb4ed7e generalize more topology lemmas
huffman
parents: 50948
diff changeset
  5990
  fixes s t :: "'a::heine_borel set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5991
  assumes "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5992
    and "compact t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5993
    and "s \<inter> t = {}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5994
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5995
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5996
  have *: "t \<inter> s = {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5997
    using assms(3) by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5998
  show ?thesis
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  5999
    using separate_compact_closed[OF assms(2,1) *]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6000
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6001
    apply (rule_tac x=d in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6002
    apply auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6003
    apply (erule_tac x=y in ballE)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6004
    apply (auto simp add: dist_commute)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6005
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6006
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6007
36439
a65320184de9 move intervals section heading
huffman
parents: 36438
diff changeset
  6008
subsection {* Intervals *}
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6009
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
  6010
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
  6011
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
  6012
  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
  6013
    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
  6014
  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
  6015
    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
  6016
  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
  6017
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
  6018
50881
ae630bab13da renamed countable_basis_space to second_countable_topology
hoelzl
parents: 50526
diff changeset
  6019
instance euclidean_space \<subseteq> second_countable_topology
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6020
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
  6021
  def a \<equiv> "\<lambda>f :: 'a \<Rightarrow> (real \<times> real). \<Sum>i\<in>Basis. fst (f i) *\<^sub>R i"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6022
  then have a: "\<And>f. (\<Sum>i\<in>Basis. fst (f i) *\<^sub>R i) = a f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6023
    by simp
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
  6024
  def b \<equiv> "\<lambda>f :: 'a \<Rightarrow> (real \<times> real). \<Sum>i\<in>Basis. snd (f i) *\<^sub>R i"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6025
  then have b: "\<And>f. (\<Sum>i\<in>Basis. snd (f i) *\<^sub>R i) = b f"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6026
    by simp
53015
a1119cf551e8 standardized symbols via "isabelle update_sub_sup", excluding src/Pure and src/Tools/WWW_Find;
wenzelm
parents: 52625
diff changeset
  6027
  def B \<equiv> "(\<lambda>f. box (a f) (b f)) ` (Basis \<rightarrow>\<^sub>E (\<rat> \<times> \<rat>))"
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
  6028
899c9c4e4a4c Remove the indexed basis from the definition of euclidean spaces and only use the set of Basis vectors
hoelzl
parents: 50324
diff changeset
  6029
  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
  6030
  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
  6031
  proof safe
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6032
    fix A::"'a set"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6033
    assume "open 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
  6034
    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
  6035
      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
  6036
      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
  6037
      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
  6038
      done
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6039
  qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6040
  ultimately
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6041
  have "topological_basis B"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6042
    unfolding topological_basis_def by blast
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
  6043
  moreover
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6044
  have "countable B"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6045
    unfolding B_def
51343
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
  6046
    by (intro countable_image countable_PiE finite_Basis countable_SIGMA countable_rat)
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
  6047
  ultimately show "\<exists>B::'a set set. countable B \<and> open = generate_topology B"
b61b32f62c78 use generate_topology for second countable topologies, does not require intersection stable basis
hoelzl
parents: 51342
diff changeset
  6048
    by (blast intro: topological_basis_imp_subbasis)
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6049
qed
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6050
51103
5dd7b89a16de generalized
immler
parents: 51102
diff changeset
  6051
instance euclidean_space \<subseteq> polish_space ..
50087
635d73673b5e regularity of measures, therefore:
immler
parents: 49962
diff changeset
  6052
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6053
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6054
subsection {* Closure of halfspaces and hyperplanes *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6055
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6056
lemma isCont_open_vimage:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6057
  assumes "\<And>x. isCont f x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6058
    and "open s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6059
  shows "open (f -` s)"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6060
proof -
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6061
  from assms(1) have "continuous_on UNIV f"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  6062
    unfolding isCont_def continuous_on_def by simp
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6063
  then have "open {x \<in> UNIV. f x \<in> s}"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6064
    using open_UNIV `open s` by (rule continuous_open_preimage)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6065
  then show "open (f -` s)"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6066
    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
  6067
qed
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6068
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6069
lemma isCont_closed_vimage:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6070
  assumes "\<And>x. isCont f x"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6071
    and "closed s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6072
  shows "closed (f -` s)"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6073
  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
  6074
  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
  6075
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6076
lemma open_Collect_less:
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  6077
  fixes f g :: "'a::t2_space \<Rightarrow> real"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6078
  assumes f: "\<And>x. isCont f x"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6079
    and g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6080
  shows "open {x. f x < g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6081
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6082
  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
  6083
    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
  6084
    by (rule isCont_open_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6085
  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
  6086
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6087
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6088
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6089
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6090
lemma closed_Collect_le:
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  6091
  fixes f g :: "'a::t2_space \<Rightarrow> real"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6092
  assumes f: "\<And>x. isCont f x"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6093
    and g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6094
  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
  6095
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6096
  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
  6097
    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
  6098
    by (rule isCont_closed_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6099
  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
  6100
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6101
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6102
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6103
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6104
lemma closed_Collect_eq:
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51475
diff changeset
  6105
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::t2_space"
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  6106
  assumes f: "\<And>x. isCont f x"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6107
    and g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6108
  shows "closed {x. f x = g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6109
proof -
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  6110
  have "open {(x::'b, y::'b). x \<noteq> y}"
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  6111
    unfolding open_prod_def by (auto dest!: hausdorff)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6112
  then have "closed {(x::'b, y::'b). x = y}"
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  6113
    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
  6114
  with isCont_Pair [OF f g]
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  6115
  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
  6116
    by (rule isCont_closed_vimage)
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  6117
  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
  6118
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6119
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  6120
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6121
lemma continuous_at_inner: "continuous (at x) (inner a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6122
  unfolding continuous_at by (intro tendsto_intros)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6123
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6124
lemma closed_halfspace_le: "closed {x. inner a x \<le> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6125
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6126
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6127
lemma closed_halfspace_ge: "closed {x. inner a x \<ge> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6128
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6129
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6130
lemma closed_hyperplane: "closed {x. inner a x = b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6131
  by (simp add: closed_Collect_eq)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6132
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6133
lemma closed_halfspace_component_le: "closed {x::'a::euclidean_space. x\<bullet>i \<le> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6134
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6135
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6136
lemma closed_halfspace_component_ge: "closed {x::'a::euclidean_space. x\<bullet>i \<ge> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6137
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6138
53813
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6139
lemma closed_interval_left:
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6140
  fixes b :: "'a::euclidean_space"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6141
  shows "closed {x::'a. \<forall>i\<in>Basis. x\<bullet>i \<le> b\<bullet>i}"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6142
  by (simp add: Collect_ball_eq closed_INT closed_Collect_le)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6143
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6144
lemma closed_interval_right:
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6145
  fixes a :: "'a::euclidean_space"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6146
  shows "closed {x::'a. \<forall>i\<in>Basis. a\<bullet>i \<le> x\<bullet>i}"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6147
  by (simp add: Collect_ball_eq closed_INT closed_Collect_le)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6148
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6149
text {* Openness of halfspaces. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6150
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6151
lemma open_halfspace_lt: "open {x. inner a x < b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6152
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6153
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6154
lemma open_halfspace_gt: "open {x. inner a x > b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6155
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6156
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6157
lemma open_halfspace_component_lt: "open {x::'a::euclidean_space. x\<bullet>i < a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6158
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6159
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6160
lemma open_halfspace_component_gt: "open {x::'a::euclidean_space. x\<bullet>i > a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  6161
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6162
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6163
text {* This gives a simple derivation of limit component bounds. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6164
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6165
lemma Lim_component_le:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6166
  fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6167
  assumes "(f ---> l) net"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6168
    and "\<not> (trivial_limit net)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6169
    and "eventually (\<lambda>x. f(x)\<bullet>i \<le> b) net"
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
  6170
  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
  6171
  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
  6172
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6173
lemma Lim_component_ge:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6174
  fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6175
  assumes "(f ---> l) net"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6176
    and "\<not> (trivial_limit net)"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6177
    and "eventually (\<lambda>x. b \<le> (f x)\<bullet>i) net"
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
  6178
  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
  6179
  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
  6180
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6181
lemma Lim_component_eq:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6182
  fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6183
  assumes net: "(f ---> l) net" "\<not> trivial_limit net"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6184
    and ev:"eventually (\<lambda>x. f(x)\<bullet>i = b) net"
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
  6185
  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
  6186
  using ev[unfolded order_eq_iff eventually_conj_iff]
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6187
  using Lim_component_ge[OF net, of b i]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6188
  using Lim_component_le[OF net, of i b]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6189
  by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6190
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6191
text {* Limits relative to a union. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6192
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6193
lemma eventually_within_Un:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6194
  "eventually P (at x within (s \<union> t)) \<longleftrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6195
    eventually P (at x within s) \<and> eventually P (at x within t)"
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  6196
  unfolding eventually_at_filter
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6197
  by (auto elim!: eventually_rev_mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6198
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6199
lemma Lim_within_union:
51641
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  6200
 "(f ---> l) (at x within (s \<union> t)) \<longleftrightarrow>
cd05e9fcc63d remove the within-filter, replace "at" by "at _ within UNIV" (This allows to remove a couple of redundant lemmas)
hoelzl
parents: 51530
diff changeset
  6201
  (f ---> l) (at x within s) \<and> (f ---> l) (at x within t)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6202
  unfolding tendsto_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6203
  by (auto simp add: eventually_within_Un)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6204
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6205
lemma Lim_topological:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6206
  "(f ---> l) net \<longleftrightarrow>
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6207
    trivial_limit net \<or> (\<forall>S. open S \<longrightarrow> l \<in> S \<longrightarrow> eventually (\<lambda>x. f x \<in> S) net)"
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6208
  unfolding tendsto_def trivial_limit_eq by auto
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  6209
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6210
text{* Some more convenient intermediate-value theorem formulations. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6211
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6212
lemma connected_ivt_hyperplane:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6213
  assumes "connected s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6214
    and "x \<in> s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6215
    and "y \<in> s"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6216
    and "inner a x \<le> b"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6217
    and "b \<le> inner a y"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6218
  shows "\<exists>z \<in> s. inner a z = b"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6219
proof (rule ccontr)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6220
  assume as:"\<not> (\<exists>z\<in>s. inner a z = b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6221
  let ?A = "{x. inner a x < b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6222
  let ?B = "{x. inner a x > b}"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6223
  have "open ?A" "open ?B"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6224
    using open_halfspace_lt and open_halfspace_gt by auto
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6225
  moreover
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6226
  have "?A \<inter> ?B = {}" by auto
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6227
  moreover
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6228
  have "s \<subseteq> ?A \<union> ?B" using as by auto
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6229
  ultimately
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6230
  show False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6231
    using assms(1)[unfolded connected_def not_ex,
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6232
      THEN spec[where x="?A"], THEN spec[where x="?B"]]
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6233
    using assms(2-5)
52625
wenzelm
parents: 52624
diff changeset
  6234
    by auto
wenzelm
parents: 52624
diff changeset
  6235
qed
wenzelm
parents: 52624
diff changeset
  6236
wenzelm
parents: 52624
diff changeset
  6237
lemma connected_ivt_component:
wenzelm
parents: 52624
diff changeset
  6238
  fixes x::"'a::euclidean_space"
wenzelm
parents: 52624
diff changeset
  6239
  shows "connected s \<Longrightarrow>
wenzelm
parents: 52624
diff changeset
  6240
    x \<in> s \<Longrightarrow> y \<in> s \<Longrightarrow>
wenzelm
parents: 52624
diff changeset
  6241
    x\<bullet>k \<le> a \<Longrightarrow> a \<le> y\<bullet>k \<Longrightarrow> (\<exists>z\<in>s.  z\<bullet>k = a)"
wenzelm
parents: 52624
diff changeset
  6242
  using connected_ivt_hyperplane[of s x y "k::'a" a]
wenzelm
parents: 52624
diff changeset
  6243
  by (auto simp: inner_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6244
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6245
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6246
subsection {* Homeomorphisms *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6247
52625
wenzelm
parents: 52624
diff changeset
  6248
definition "homeomorphism s t f g \<longleftrightarrow>
wenzelm
parents: 52624
diff changeset
  6249
  (\<forall>x\<in>s. (g(f x) = x)) \<and> (f ` s = t) \<and> continuous_on s f \<and>
wenzelm
parents: 52624
diff changeset
  6250
  (\<forall>y\<in>t. (f(g y) = y)) \<and> (g ` t = s) \<and> continuous_on t g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6251
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6252
definition homeomorphic :: "'a::topological_space set \<Rightarrow> 'b::topological_space set \<Rightarrow> bool"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6253
    (infixr "homeomorphic" 60)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6254
  where "s homeomorphic t \<equiv> (\<exists>f g. homeomorphism s t f g)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6255
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6256
lemma homeomorphic_refl: "s homeomorphic s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6257
  unfolding homeomorphic_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6258
  unfolding homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6259
  using continuous_on_id
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6260
  apply (rule_tac x = "(\<lambda>x. x)" in exI)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6261
  apply (rule_tac x = "(\<lambda>x. x)" in exI)
52625
wenzelm
parents: 52624
diff changeset
  6262
  apply blast
wenzelm
parents: 52624
diff changeset
  6263
  done
wenzelm
parents: 52624
diff changeset
  6264
wenzelm
parents: 52624
diff changeset
  6265
lemma homeomorphic_sym: "s homeomorphic t \<longleftrightarrow> t homeomorphic s"
wenzelm
parents: 52624
diff changeset
  6266
  unfolding homeomorphic_def
wenzelm
parents: 52624
diff changeset
  6267
  unfolding homeomorphism_def
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6268
  by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6269
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6270
lemma homeomorphic_trans:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6271
  assumes "s homeomorphic t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6272
    and "t homeomorphic u"
52625
wenzelm
parents: 52624
diff changeset
  6273
  shows "s homeomorphic u"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6274
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6275
  obtain f1 g1 where fg1: "\<forall>x\<in>s. g1 (f1 x) = x"  "f1 ` s = t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6276
    "continuous_on s f1" "\<forall>y\<in>t. f1 (g1 y) = y" "g1 ` t = s" "continuous_on t g1"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6277
    using assms(1) unfolding homeomorphic_def homeomorphism_def by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6278
  obtain f2 g2 where fg2: "\<forall>x\<in>t. g2 (f2 x) = x"  "f2 ` t = u" "continuous_on t f2"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6279
    "\<forall>y\<in>u. f2 (g2 y) = y" "g2 ` u = t" "continuous_on u g2"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6280
    using assms(2) unfolding homeomorphic_def homeomorphism_def by auto
52625
wenzelm
parents: 52624
diff changeset
  6281
  {
wenzelm
parents: 52624
diff changeset
  6282
    fix x
wenzelm
parents: 52624
diff changeset
  6283
    assume "x\<in>s"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6284
    then have "(g1 \<circ> g2) ((f2 \<circ> f1) x) = x"
52625
wenzelm
parents: 52624
diff changeset
  6285
      using fg1(1)[THEN bspec[where x=x]] and fg2(1)[THEN bspec[where x="f1 x"]] and fg1(2)
wenzelm
parents: 52624
diff changeset
  6286
      by auto
wenzelm
parents: 52624
diff changeset
  6287
  }
wenzelm
parents: 52624
diff changeset
  6288
  moreover have "(f2 \<circ> f1) ` s = u"
wenzelm
parents: 52624
diff changeset
  6289
    using fg1(2) fg2(2) by auto
wenzelm
parents: 52624
diff changeset
  6290
  moreover have "continuous_on s (f2 \<circ> f1)"
wenzelm
parents: 52624
diff changeset
  6291
    using continuous_on_compose[OF fg1(3)] and fg2(3) unfolding fg1(2) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6292
  moreover
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6293
  {
52625
wenzelm
parents: 52624
diff changeset
  6294
    fix y
wenzelm
parents: 52624
diff changeset
  6295
    assume "y\<in>u"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6296
    then have "(f2 \<circ> f1) ((g1 \<circ> g2) y) = y"
52625
wenzelm
parents: 52624
diff changeset
  6297
      using fg2(4)[THEN bspec[where x=y]] and fg1(4)[THEN bspec[where x="g2 y"]] and fg2(5)
wenzelm
parents: 52624
diff changeset
  6298
      by auto
wenzelm
parents: 52624
diff changeset
  6299
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6300
  moreover have "(g1 \<circ> g2) ` u = s" using fg1(5) fg2(5) by auto
52625
wenzelm
parents: 52624
diff changeset
  6301
  moreover have "continuous_on u (g1 \<circ> g2)"
wenzelm
parents: 52624
diff changeset
  6302
    using continuous_on_compose[OF fg2(6)] and fg1(6)
wenzelm
parents: 52624
diff changeset
  6303
    unfolding fg2(5)
wenzelm
parents: 52624
diff changeset
  6304
    by auto
wenzelm
parents: 52624
diff changeset
  6305
  ultimately show ?thesis
wenzelm
parents: 52624
diff changeset
  6306
    unfolding homeomorphic_def homeomorphism_def
wenzelm
parents: 52624
diff changeset
  6307
    apply (rule_tac x="f2 \<circ> f1" in exI)
wenzelm
parents: 52624
diff changeset
  6308
    apply (rule_tac x="g1 \<circ> g2" in exI)
wenzelm
parents: 52624
diff changeset
  6309
    apply auto
wenzelm
parents: 52624
diff changeset
  6310
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6311
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6312
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6313
lemma homeomorphic_minimal:
52625
wenzelm
parents: 52624
diff changeset
  6314
  "s homeomorphic t \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6315
    (\<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
  6316
           (\<forall>y\<in>t. g(y) \<in> s \<and> (f(g(y)) = y)) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6317
           continuous_on s f \<and> continuous_on t g)"
52625
wenzelm
parents: 52624
diff changeset
  6318
  unfolding homeomorphic_def homeomorphism_def
wenzelm
parents: 52624
diff changeset
  6319
  apply auto
wenzelm
parents: 52624
diff changeset
  6320
  apply (rule_tac x=f in exI)
wenzelm
parents: 52624
diff changeset
  6321
  apply (rule_tac x=g in exI)
wenzelm
parents: 52624
diff changeset
  6322
  apply auto
wenzelm
parents: 52624
diff changeset
  6323
  apply (rule_tac x=f in exI)
wenzelm
parents: 52624
diff changeset
  6324
  apply (rule_tac x=g in exI)
wenzelm
parents: 52624
diff changeset
  6325
  apply auto
wenzelm
parents: 52624
diff changeset
  6326
  unfolding image_iff
wenzelm
parents: 52624
diff changeset
  6327
  apply (erule_tac x="g x" in ballE)
wenzelm
parents: 52624
diff changeset
  6328
  apply (erule_tac x="x" in ballE)
wenzelm
parents: 52624
diff changeset
  6329
  apply auto
wenzelm
parents: 52624
diff changeset
  6330
  apply (rule_tac x="g x" in bexI)
wenzelm
parents: 52624
diff changeset
  6331
  apply auto
wenzelm
parents: 52624
diff changeset
  6332
  apply (erule_tac x="f x" in ballE)
wenzelm
parents: 52624
diff changeset
  6333
  apply (erule_tac x="x" in ballE)
wenzelm
parents: 52624
diff changeset
  6334
  apply auto
wenzelm
parents: 52624
diff changeset
  6335
  apply (rule_tac x="f x" in bexI)
wenzelm
parents: 52624
diff changeset
  6336
  apply auto
wenzelm
parents: 52624
diff changeset
  6337
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6338
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6339
text {* Relatively weak hypotheses if a set is compact. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6340
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6341
lemma homeomorphism_compact:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6342
  fixes f :: "'a::topological_space \<Rightarrow> 'b::t2_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6343
  assumes "compact s" "continuous_on s f"  "f ` s = t"  "inj_on f s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6344
  shows "\<exists>g. homeomorphism s t f g"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6345
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6346
  def g \<equiv> "\<lambda>x. SOME y. y\<in>s \<and> f y = x"
52625
wenzelm
parents: 52624
diff changeset
  6347
  have g: "\<forall>x\<in>s. g (f x) = x"
wenzelm
parents: 52624
diff changeset
  6348
    using assms(3) assms(4)[unfolded inj_on_def] unfolding g_def by auto
wenzelm
parents: 52624
diff changeset
  6349
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6350
    fix y
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6351
    assume "y \<in> t"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6352
    then obtain x where x:"f x = y" "x\<in>s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6353
      using assms(3) by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6354
    then have "g (f x) = x" using g by auto
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6355
    then have "f (g y) = y" unfolding x(1)[symmetric] by auto
52625
wenzelm
parents: 52624
diff changeset
  6356
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6357
  then have g':"\<forall>x\<in>t. f (g x) = x" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6358
  moreover
52625
wenzelm
parents: 52624
diff changeset
  6359
  {
wenzelm
parents: 52624
diff changeset
  6360
    fix x
wenzelm
parents: 52624
diff changeset
  6361
    have "x\<in>s \<Longrightarrow> x \<in> g ` t"
wenzelm
parents: 52624
diff changeset
  6362
      using g[THEN bspec[where x=x]]
wenzelm
parents: 52624
diff changeset
  6363
      unfolding image_iff
wenzelm
parents: 52624
diff changeset
  6364
      using assms(3)
wenzelm
parents: 52624
diff changeset
  6365
      by (auto intro!: bexI[where x="f x"])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6366
    moreover
52625
wenzelm
parents: 52624
diff changeset
  6367
    {
wenzelm
parents: 52624
diff changeset
  6368
      assume "x\<in>g ` t"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6369
      then obtain y where y:"y\<in>t" "g y = x" by auto
52625
wenzelm
parents: 52624
diff changeset
  6370
      then obtain x' where x':"x'\<in>s" "f x' = y"
wenzelm
parents: 52624
diff changeset
  6371
        using assms(3) by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6372
      then have "x \<in> s"
52625
wenzelm
parents: 52624
diff changeset
  6373
        unfolding g_def
wenzelm
parents: 52624
diff changeset
  6374
        using someI2[of "\<lambda>b. b\<in>s \<and> f b = y" x' "\<lambda>x. x\<in>s"]
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6375
        unfolding y(2)[symmetric] and g_def
52625
wenzelm
parents: 52624
diff changeset
  6376
        by auto
wenzelm
parents: 52624
diff changeset
  6377
    }
wenzelm
parents: 52624
diff changeset
  6378
    ultimately have "x\<in>s \<longleftrightarrow> x \<in> g ` t" ..
wenzelm
parents: 52624
diff changeset
  6379
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6380
  then have "g ` t = s" by auto
52625
wenzelm
parents: 52624
diff changeset
  6381
  ultimately show ?thesis
wenzelm
parents: 52624
diff changeset
  6382
    unfolding homeomorphism_def homeomorphic_def
wenzelm
parents: 52624
diff changeset
  6383
    apply (rule_tac x=g in exI)
wenzelm
parents: 52624
diff changeset
  6384
    using g and assms(3) and continuous_on_inv[OF assms(2,1), of g, unfolded assms(3)] and assms(2)
wenzelm
parents: 52624
diff changeset
  6385
    apply auto
wenzelm
parents: 52624
diff changeset
  6386
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6387
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6388
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6389
lemma homeomorphic_compact:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6390
  fixes f :: "'a::topological_space \<Rightarrow> 'b::t2_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6391
  shows "compact s \<Longrightarrow> continuous_on s f \<Longrightarrow> (f ` s = t) \<Longrightarrow> inj_on f s \<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
  6392
  unfolding homeomorphic_def by (metis homeomorphism_compact)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6393
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6394
text{* Preservation of topological properties. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6395
52625
wenzelm
parents: 52624
diff changeset
  6396
lemma homeomorphic_compactness: "s homeomorphic t \<Longrightarrow> (compact s \<longleftrightarrow> compact t)"
wenzelm
parents: 52624
diff changeset
  6397
  unfolding homeomorphic_def homeomorphism_def
wenzelm
parents: 52624
diff changeset
  6398
  by (metis compact_continuous_image)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6399
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6400
text{* Results on translation, scaling etc. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6401
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6402
lemma homeomorphic_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6403
  fixes s :: "'a::real_normed_vector set"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6404
  assumes "c \<noteq> 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6405
  shows "s homeomorphic ((\<lambda>x. c *\<^sub>R x) ` s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6406
  unfolding homeomorphic_minimal
52625
wenzelm
parents: 52624
diff changeset
  6407
  apply (rule_tac x="\<lambda>x. c *\<^sub>R x" in exI)
wenzelm
parents: 52624
diff changeset
  6408
  apply (rule_tac x="\<lambda>x. (1 / c) *\<^sub>R x" in exI)
wenzelm
parents: 52624
diff changeset
  6409
  using assms
wenzelm
parents: 52624
diff changeset
  6410
  apply (auto simp add: continuous_on_intros)
wenzelm
parents: 52624
diff changeset
  6411
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6412
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6413
lemma homeomorphic_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6414
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6415
  shows "s homeomorphic ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6416
  unfolding homeomorphic_minimal
52625
wenzelm
parents: 52624
diff changeset
  6417
  apply (rule_tac x="\<lambda>x. a + x" in exI)
wenzelm
parents: 52624
diff changeset
  6418
  apply (rule_tac x="\<lambda>x. -a + x" in exI)
54230
b1d955791529 more simplification rules on unary and binary minus
haftmann
parents: 54070
diff changeset
  6419
  using continuous_on_add [OF continuous_on_const continuous_on_id, of s a]
b1d955791529 more simplification rules on unary and binary minus
haftmann
parents: 54070
diff changeset
  6420
    continuous_on_add [OF continuous_on_const continuous_on_id, of "plus a ` s" "- a"]
52625
wenzelm
parents: 52624
diff changeset
  6421
  apply auto
wenzelm
parents: 52624
diff changeset
  6422
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6423
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6424
lemma homeomorphic_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6425
  fixes s :: "'a::real_normed_vector set"
52625
wenzelm
parents: 52624
diff changeset
  6426
  assumes "c \<noteq> 0"
wenzelm
parents: 52624
diff changeset
  6427
  shows "s homeomorphic ((\<lambda>x. a + c *\<^sub>R x) ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6428
proof -
52625
wenzelm
parents: 52624
diff changeset
  6429
  have *: "op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6430
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6431
    using homeomorphic_trans
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6432
    using homeomorphic_scaling[OF assms, of s]
52625
wenzelm
parents: 52624
diff changeset
  6433
    using homeomorphic_translation[of "(\<lambda>x. c *\<^sub>R x) ` s" a]
wenzelm
parents: 52624
diff changeset
  6434
    unfolding *
wenzelm
parents: 52624
diff changeset
  6435
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6436
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6437
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6438
lemma homeomorphic_balls:
50898
ebd9b82537e0 generalized more topology theorems
huffman
parents: 50897
diff changeset
  6439
  fixes a b ::"'a::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6440
  assumes "0 < d"  "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6441
  shows "(ball a d) homeomorphic  (ball b e)" (is ?th)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6442
    and "(cball a d) homeomorphic (cball b e)" (is ?cth)
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6443
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6444
  show ?th unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6445
    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
  6446
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
51364
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6447
    using assms
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6448
    apply (auto intro!: continuous_on_intros
52625
wenzelm
parents: 52624
diff changeset
  6449
      simp: dist_commute dist_norm pos_divide_less_eq mult_strict_left_mono)
51364
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6450
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6451
  show ?cth unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6452
    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
  6453
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
51364
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6454
    using assms
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6455
    apply (auto intro!: continuous_on_intros
52625
wenzelm
parents: 52624
diff changeset
  6456
      simp: dist_commute dist_norm pos_divide_le_eq mult_strict_left_mono)
51364
8ee377823518 tuned proofs
hoelzl
parents: 51362
diff changeset
  6457
    done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6458
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6459
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6460
text{* "Isometry" (up to constant bounds) of injective linear map etc.           *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6461
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6462
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
  6463
  fixes x :: "nat \<Rightarrow> 'a::euclidean_space"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6464
  assumes e: "e > 0"
52625
wenzelm
parents: 52624
diff changeset
  6465
    and s: "subspace s"
wenzelm
parents: 52624
diff changeset
  6466
    and f: "bounded_linear f"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6467
    and normf: "\<forall>x\<in>s. norm (f x) \<ge> e * norm x"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6468
    and xs: "\<forall>n. x n \<in> s"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6469
    and cf: "Cauchy (f \<circ> x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6470
  shows "Cauchy x"
52625
wenzelm
parents: 52624
diff changeset
  6471
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6472
  interpret f: bounded_linear f by fact
52625
wenzelm
parents: 52624
diff changeset
  6473
  {
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6474
    fix d :: real
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6475
    assume "d > 0"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6476
    then obtain N where N:"\<forall>n\<ge>N. norm (f (x n) - f (x N)) < e * d"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6477
      using cf[unfolded cauchy o_def dist_norm, THEN spec[where x="e*d"]]
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6478
        and e and mult_pos_pos[of e d]
52625
wenzelm
parents: 52624
diff changeset
  6479
      by auto
wenzelm
parents: 52624
diff changeset
  6480
    {
wenzelm
parents: 52624
diff changeset
  6481
      fix n
wenzelm
parents: 52624
diff changeset
  6482
      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
  6483
      have "e * norm (x n - x N) \<le> norm (f (x n - x N))"
52625
wenzelm
parents: 52624
diff changeset
  6484
        using subspace_sub[OF s, of "x n" "x N"]
wenzelm
parents: 52624
diff changeset
  6485
        using xs[THEN spec[where x=N]] and xs[THEN spec[where x=n]]
wenzelm
parents: 52624
diff changeset
  6486
        using normf[THEN bspec[where x="x n - x N"]]
wenzelm
parents: 52624
diff changeset
  6487
        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
  6488
      also have "norm (f (x n - x N)) < e * d"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6489
        using `N \<le> n` N unfolding f.diff[symmetric] by auto
52625
wenzelm
parents: 52624
diff changeset
  6490
      finally have "norm (x n - x N) < d" using `e>0` by simp
wenzelm
parents: 52624
diff changeset
  6491
    }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6492
    then have "\<exists>N. \<forall>n\<ge>N. norm (x n - x N) < d" by auto
52625
wenzelm
parents: 52624
diff changeset
  6493
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6494
  then show ?thesis unfolding cauchy and dist_norm by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6495
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6496
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6497
lemma complete_isometric_image:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6498
  fixes f :: "'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
52625
wenzelm
parents: 52624
diff changeset
  6499
  assumes "0 < e"
wenzelm
parents: 52624
diff changeset
  6500
    and s: "subspace s"
wenzelm
parents: 52624
diff changeset
  6501
    and f: "bounded_linear f"
wenzelm
parents: 52624
diff changeset
  6502
    and normf: "\<forall>x\<in>s. norm(f x) \<ge> e * norm(x)"
wenzelm
parents: 52624
diff changeset
  6503
    and cs: "complete s"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6504
  shows "complete (f ` s)"
52625
wenzelm
parents: 52624
diff changeset
  6505
proof -
wenzelm
parents: 52624
diff changeset
  6506
  {
wenzelm
parents: 52624
diff changeset
  6507
    fix g
wenzelm
parents: 52624
diff changeset
  6508
    assume as:"\<forall>n::nat. g n \<in> f ` s" and cfg:"Cauchy g"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6509
    then obtain x where "\<forall>n. x n \<in> s \<and> g n = f (x n)"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6510
      using choice[of "\<lambda> n xa. xa \<in> s \<and> g n = f xa"]
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6511
      by auto
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6512
    then have x:"\<forall>n. x n \<in> s"  "\<forall>n. g n = f (x n)"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6513
      by auto
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6514
    then have "f \<circ> x = g"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6515
      unfolding fun_eq_iff
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6516
      by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6517
    then obtain l where "l\<in>s" and l:"(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6518
      using cs[unfolded complete_def, THEN spec[where x="x"]]
54775
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
  6519
      using cauchy_isometric[OF `0 < e` s f normf] and cfg and x(1)
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6520
      by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6521
    then have "\<exists>l\<in>f ` s. (g ---> l) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6522
      using linear_continuous_at[OF f, unfolded continuous_at_sequentially, THEN spec[where x=x], of l]
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6523
      unfolding `f \<circ> x = g`
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6524
      by auto
52625
wenzelm
parents: 52624
diff changeset
  6525
  }
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6526
  then show ?thesis
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6527
    unfolding complete_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6528
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6529
52625
wenzelm
parents: 52624
diff changeset
  6530
lemma injective_imp_isometric:
wenzelm
parents: 52624
diff changeset
  6531
  fixes f :: "'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
wenzelm
parents: 52624
diff changeset
  6532
  assumes s: "closed s" "subspace s"
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6533
    and f: "bounded_linear f" "\<forall>x\<in>s. f x = 0 \<longrightarrow> x = 0"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6534
  shows "\<exists>e>0. \<forall>x\<in>s. norm (f x) \<ge> e * norm x"
52625
wenzelm
parents: 52624
diff changeset
  6535
proof (cases "s \<subseteq> {0::'a}")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6536
  case True
52625
wenzelm
parents: 52624
diff changeset
  6537
  {
wenzelm
parents: 52624
diff changeset
  6538
    fix x
wenzelm
parents: 52624
diff changeset
  6539
    assume "x \<in> s"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6540
    then have "x = 0" using True by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6541
    then have "norm x \<le> norm (f x)" by auto
52625
wenzelm
parents: 52624
diff changeset
  6542
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6543
  then show ?thesis by (auto intro!: exI[where x=1])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6544
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6545
  interpret f: bounded_linear f by fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6546
  case False
53640
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6547
  then obtain a where a: "a \<noteq> 0" "a \<in> s"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6548
    by auto
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6549
  from False have "s \<noteq> {}"
3170b5eb9f5a tuned proofs;
wenzelm
parents: 53597
diff changeset
  6550
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6551
  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
  6552
  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
  6553
  let ?S'' = "{x::'a. norm x = norm a}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6554
52625
wenzelm
parents: 52624
diff changeset
  6555
  have "?S'' = frontier(cball 0 (norm a))"
wenzelm
parents: 52624
diff changeset
  6556
    unfolding frontier_cball and dist_norm by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6557
  then have "compact ?S''"
52625
wenzelm
parents: 52624
diff changeset
  6558
    using compact_frontier[OF compact_cball, of 0 "norm a"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6559
  moreover have "?S' = s \<inter> ?S''" by auto
52625
wenzelm
parents: 52624
diff changeset
  6560
  ultimately have "compact ?S'"
wenzelm
parents: 52624
diff changeset
  6561
    using closed_inter_compact[of s ?S''] using s(1) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6562
  moreover have *:"f ` ?S' = ?S" by auto
52625
wenzelm
parents: 52624
diff changeset
  6563
  ultimately have "compact ?S"
wenzelm
parents: 52624
diff changeset
  6564
    using compact_continuous_image[OF linear_continuous_on[OF f(1)], of ?S'] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6565
  then have "closed ?S" using compact_imp_closed by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6566
  moreover have "?S \<noteq> {}" using a by auto
52625
wenzelm
parents: 52624
diff changeset
  6567
  ultimately obtain b' where "b'\<in>?S" "\<forall>y\<in>?S. norm b' \<le> norm y"
wenzelm
parents: 52624
diff changeset
  6568
    using distance_attains_inf[of ?S 0] unfolding dist_0_norm by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6569
  then obtain b where "b\<in>s"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6570
    and ba: "norm b = norm a"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6571
    and b: "\<forall>x\<in>{x \<in> s. norm x = norm a}. norm (f b) \<le> norm (f x)"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6572
    unfolding *[symmetric] unfolding image_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6573
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6574
  let ?e = "norm (f b) / norm b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6575
  have "norm b > 0" using ba and a and norm_ge_zero by auto
52625
wenzelm
parents: 52624
diff changeset
  6576
  moreover have "norm (f b) > 0"
wenzelm
parents: 52624
diff changeset
  6577
    using f(2)[THEN bspec[where x=b], OF `b\<in>s`]
wenzelm
parents: 52624
diff changeset
  6578
    using `norm b >0`
wenzelm
parents: 52624
diff changeset
  6579
    unfolding zero_less_norm_iff
wenzelm
parents: 52624
diff changeset
  6580
    by auto
wenzelm
parents: 52624
diff changeset
  6581
  ultimately have "0 < norm (f b) / norm b"
wenzelm
parents: 52624
diff changeset
  6582
    by (simp only: divide_pos_pos)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6583
  moreover
52625
wenzelm
parents: 52624
diff changeset
  6584
  {
wenzelm
parents: 52624
diff changeset
  6585
    fix x
wenzelm
parents: 52624
diff changeset
  6586
    assume "x\<in>s"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6587
    then have "norm (f b) / norm b * norm x \<le> norm (f x)"
52625
wenzelm
parents: 52624
diff changeset
  6588
    proof (cases "x=0")
wenzelm
parents: 52624
diff changeset
  6589
      case True
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6590
      then show "norm (f b) / norm b * norm x \<le> norm (f x)" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6591
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6592
      case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6593
      then have *: "0 < norm a / norm x"
52625
wenzelm
parents: 52624
diff changeset
  6594
        using `a\<noteq>0`
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6595
        unfolding zero_less_norm_iff[symmetric]
52625
wenzelm
parents: 52624
diff changeset
  6596
        by (simp only: divide_pos_pos)
wenzelm
parents: 52624
diff changeset
  6597
      have "\<forall>c. \<forall>x\<in>s. c *\<^sub>R x \<in> s"
wenzelm
parents: 52624
diff changeset
  6598
        using s[unfolded subspace_def] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6599
      then have "(norm a / norm x) *\<^sub>R x \<in> {x \<in> s. norm x = norm a}"
52625
wenzelm
parents: 52624
diff changeset
  6600
        using `x\<in>s` and `x\<noteq>0` by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6601
      then show "norm (f b) / norm b * norm x \<le> norm (f x)"
52625
wenzelm
parents: 52624
diff changeset
  6602
        using b[THEN bspec[where x="(norm a / norm x) *\<^sub>R x"]]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6603
        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
  6604
        by (auto simp add: mult_commute pos_le_divide_eq pos_divide_le_eq)
52625
wenzelm
parents: 52624
diff changeset
  6605
    qed
wenzelm
parents: 52624
diff changeset
  6606
  }
wenzelm
parents: 52624
diff changeset
  6607
  ultimately show ?thesis by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6608
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6609
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6610
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
  6611
  fixes f :: "'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6612
  assumes "subspace s" "bounded_linear f" "\<forall>x\<in>s. f x = 0 \<longrightarrow> x = 0" "closed s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6613
  shows "closed(f ` s)"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6614
proof -
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6615
  obtain e where "e > 0" and e: "\<forall>x\<in>s. e * norm x \<le> norm (f x)"
52625
wenzelm
parents: 52624
diff changeset
  6616
    using injective_imp_isometric[OF assms(4,1,2,3)] by auto
wenzelm
parents: 52624
diff changeset
  6617
  show ?thesis
wenzelm
parents: 52624
diff changeset
  6618
    using complete_isometric_image[OF `e>0` assms(1,2) e] and assms(4)
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6619
    unfolding complete_eq_closed[symmetric] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6620
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6621
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6622
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6623
subsection {* Some properties of a canonical subspace *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6624
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6625
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
  6626
  "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
  6627
  unfolding subspace_def by (auto simp: inner_add_left)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6628
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6629
lemma closed_substandard:
52625
wenzelm
parents: 52624
diff changeset
  6630
  "closed {x::'a::euclidean_space. \<forall>i\<in>Basis. P i --> x\<bullet>i = 0}" (is "closed ?A")
wenzelm
parents: 52624
diff changeset
  6631
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
  6632
  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
  6633
  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
  6634
    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
  6635
  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
  6636
    by auto
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  6637
  finally show "closed ?A" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6638
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6639
52625
wenzelm
parents: 52624
diff changeset
  6640
lemma dim_substandard:
wenzelm
parents: 52624
diff changeset
  6641
  assumes d: "d \<subseteq> Basis"
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
  6642
  shows "dim {x::'a::euclidean_space. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x\<bullet>i = 0} = card d" (is "dim ?A = _")
53813
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6643
proof (rule dim_unique)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6644
  show "d \<subseteq> ?A"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6645
    using d by (auto simp: inner_Basis)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6646
  show "independent d"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6647
    using independent_mono [OF independent_Basis d] .
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6648
  show "?A \<subseteq> span d"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6649
  proof (clarify)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6650
    fix x assume x: "\<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x \<bullet> i = 0"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6651
    have "finite d"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6652
      using finite_subset [OF d finite_Basis] .
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6653
    then have "(\<Sum>i\<in>d. (x \<bullet> i) *\<^sub>R i) \<in> span d"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6654
      by (simp add: span_setsum span_clauses)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6655
    also have "(\<Sum>i\<in>d. (x \<bullet> i) *\<^sub>R i) = (\<Sum>i\<in>Basis. (x \<bullet> i) *\<^sub>R i)"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6656
      by (rule setsum_mono_zero_cong_left [OF finite_Basis d]) (auto simp add: x)
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6657
    finally show "x \<in> span d"
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6658
      unfolding euclidean_representation .
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6659
  qed
0a62ad289c4d tuned proofs
huffman
parents: 53640
diff changeset
  6660
qed simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6661
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6662
text{* Hence closure and completeness of all subspaces. *}
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6663
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6664
lemma ex_card:
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6665
  assumes "n \<le> card A"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6666
  shows "\<exists>S\<subseteq>A. card S = n"
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
  6667
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
  6668
  assume "finite A"
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6669
  from ex_bij_betw_nat_finite[OF this] obtain f where f: "bij_betw f {0..<card A} A" ..
53374
a14d2a854c02 tuned proofs -- clarified flow of facts wrt. calculation;
wenzelm
parents: 53291
diff changeset
  6670
  moreover from f `n \<le> card A` have "{..< n} \<subseteq> {..< card A}" "inj_on f {..< n}"
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
  6671
    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
  6672
  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
  6673
    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
  6674
  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
  6675
next
52625
wenzelm
parents: 52624
diff changeset
  6676
  assume "\<not> finite A"
wenzelm
parents: 52624
diff changeset
  6677
  with `n \<le> card A` show ?thesis by force
wenzelm
parents: 52624
diff changeset
  6678
qed
wenzelm
parents: 52624
diff changeset
  6679
wenzelm
parents: 52624
diff changeset
  6680
lemma closed_subspace:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6681
  fixes s :: "'a::euclidean_space set"
52625
wenzelm
parents: 52624
diff changeset
  6682
  assumes "subspace s"
wenzelm
parents: 52624
diff changeset
  6683
  shows "closed s"
wenzelm
parents: 52624
diff changeset
  6684
proof -
wenzelm
parents: 52624
diff changeset
  6685
  have "dim s \<le> card (Basis :: 'a set)"
wenzelm
parents: 52624
diff changeset
  6686
    using dim_subset_UNIV by auto
wenzelm
parents: 52624
diff changeset
  6687
  with ex_card[OF this] obtain d :: "'a set" where t: "card d = dim s" and d: "d \<subseteq> Basis"
wenzelm
parents: 52624
diff changeset
  6688
    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
  6689
  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
  6690
  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
  6691
      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
  6692
    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
  6693
    by (intro subspace_isomorphism[OF subspace_substandard[of "\<lambda>i. i \<notin> d"]]) (auto simp: inner_Basis)
55522
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6694
  then obtain f where f:
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6695
      "linear f"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6696
      "f ` {x. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x \<bullet> i = 0} = s"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6697
      "inj_on f {x. \<forall>i\<in>Basis. i \<notin> d \<longrightarrow> x \<bullet> i = 0}"
23d2cbac6dce tuned proofs;
wenzelm
parents: 55415
diff changeset
  6698
    by blast
52625
wenzelm
parents: 52624
diff changeset
  6699
  interpret f: bounded_linear f
wenzelm
parents: 52624
diff changeset
  6700
    using f unfolding linear_conv_bounded_linear by auto
wenzelm
parents: 52624
diff changeset
  6701
  {
wenzelm
parents: 52624
diff changeset
  6702
    fix x
wenzelm
parents: 52624
diff changeset
  6703
    have "x\<in>?t \<Longrightarrow> f x = 0 \<Longrightarrow> x = 0"
wenzelm
parents: 52624
diff changeset
  6704
      using f.zero d f(3)[THEN inj_onD, of x 0] by auto
wenzelm
parents: 52624
diff changeset
  6705
  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6706
  moreover have "closed ?t" using closed_substandard .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6707
  moreover have "subspace ?t" using subspace_substandard .
52625
wenzelm
parents: 52624
diff changeset
  6708
  ultimately show ?thesis
wenzelm
parents: 52624
diff changeset
  6709
    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
  6710
    unfolding f(2) using f(1) unfolding linear_conv_bounded_linear by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6711
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6712
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6713
lemma complete_subspace:
52625
wenzelm
parents: 52624
diff changeset
  6714
  fixes s :: "('a::euclidean_space) set"
wenzelm
parents: 52624
diff changeset
  6715
  shows "subspace s \<Longrightarrow> complete s"
wenzelm
parents: 52624
diff changeset
  6716
  using complete_eq_closed closed_subspace by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6717
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6718
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
  6719
  fixes s :: "('a::euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6720
  shows "dim(closure s) = dim s" (is "?dc = ?d")
52625
wenzelm
parents: 52624
diff changeset
  6721
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6722
  have "?dc \<le> ?d" using closure_minimal[OF span_inc, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6723
    using closed_subspace[OF subspace_span, of s]
52625
wenzelm
parents: 52624
diff changeset
  6724
    using dim_subset[of "closure s" "span s"]
wenzelm
parents: 52624
diff changeset
  6725
    unfolding dim_span
wenzelm
parents: 52624
diff changeset
  6726
    by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6727
  then show ?thesis using dim_subset[OF closure_subset, of s]
52625
wenzelm
parents: 52624
diff changeset
  6728
    by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6729
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6730
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6731
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  6732
subsection {* Affine transformations of intervals *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6733
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6734
lemma real_affinity_le:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6735
 "0 < (m::'a::linordered_field) \<Longrightarrow> (m * x + c \<le> y \<longleftrightarrow> x \<le> inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6736
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6737
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6738
lemma real_le_affinity:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6739
 "0 < (m::'a::linordered_field) \<Longrightarrow> (y \<le> m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) \<le> x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6740
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6741
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6742
lemma real_affinity_lt:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6743
 "0 < (m::'a::linordered_field) \<Longrightarrow> (m * x + c < y \<longleftrightarrow> x < inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6744
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6745
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6746
lemma real_lt_affinity:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6747
 "0 < (m::'a::linordered_field) \<Longrightarrow> (y < m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) < x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6748
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6749
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6750
lemma real_affinity_eq:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6751
 "(m::'a::linordered_field) \<noteq> 0 \<Longrightarrow> (m * x + c = y \<longleftrightarrow> x = inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6752
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6753
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6754
lemma real_eq_affinity:
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6755
 "(m::'a::linordered_field) \<noteq> 0 \<Longrightarrow> (y = m * x + c  \<longleftrightarrow> inverse(m) * y + -(c / m) = x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6756
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6757
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6758
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6759
subsection {* Banach fixed point theorem (not really topological...) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6760
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6761
lemma banach_fix:
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6762
  assumes s: "complete s" "s \<noteq> {}"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6763
    and c: "0 \<le> c" "c < 1"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6764
    and f: "(f ` s) \<subseteq> s"
53291
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6765
    and lipschitz: "\<forall>x\<in>s. \<forall>y\<in>s. dist (f x) (f y) \<le> c * dist x y"
f7fa953bd15b tuned proofs;
wenzelm
parents: 53282
diff changeset
  6766
  shows "\<exists>!x\<in>s. f x = x"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6767
proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6768
  have "1 - c > 0" using c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6769
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6770
  from s(2) obtain z0 where "z0 \<in> s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6771
  def z \<equiv> "\<lambda>n. (f ^^ n) z0"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6772
  {
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6773
    fix n :: nat
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6774
    have "z n \<in> s" unfolding z_def
52625
wenzelm
parents: 52624
diff changeset
  6775
    proof (induct n)
wenzelm
parents: 52624
diff changeset
  6776
      case 0
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6777
      then show ?case using `z0 \<in> s` by auto
52625
wenzelm
parents: 52624
diff changeset
  6778
    next
wenzelm
parents: 52624
diff changeset
  6779
      case Suc
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6780
      then show ?case using f by auto qed
52625
wenzelm
parents: 52624
diff changeset
  6781
  } note z_in_s = this
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6782
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6783
  def d \<equiv> "dist (z 0) (z 1)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6784
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6785
  have fzn:"\<And>n. f (z n) = z (Suc n)" unfolding z_def by auto
52625
wenzelm
parents: 52624
diff changeset
  6786
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6787
    fix n :: nat
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6788
    have "dist (z n) (z (Suc n)) \<le> (c ^ n) * d"
52625
wenzelm
parents: 52624
diff changeset
  6789
    proof (induct n)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6790
      case 0
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6791
      then show ?case
52625
wenzelm
parents: 52624
diff changeset
  6792
        unfolding d_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6793
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6794
      case (Suc m)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6795
      then have "c * dist (z m) (z (Suc m)) \<le> c ^ Suc m * d"
52625
wenzelm
parents: 52624
diff changeset
  6796
        using `0 \<le> c`
wenzelm
parents: 52624
diff changeset
  6797
        using mult_left_mono[of "dist (z m) (z (Suc m))" "c ^ m * d" c]
wenzelm
parents: 52624
diff changeset
  6798
        by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6799
      then show ?case
52625
wenzelm
parents: 52624
diff changeset
  6800
        using lipschitz[THEN bspec[where x="z m"], OF z_in_s, THEN bspec[where x="z (Suc m)"], OF z_in_s]
wenzelm
parents: 52624
diff changeset
  6801
        unfolding fzn and mult_le_cancel_left
wenzelm
parents: 52624
diff changeset
  6802
        by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6803
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6804
  } note cf_z = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6805
52625
wenzelm
parents: 52624
diff changeset
  6806
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6807
    fix n m :: nat
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6808
    have "(1 - c) * dist (z m) (z (m+n)) \<le> (c ^ m) * d * (1 - c ^ n)"
52625
wenzelm
parents: 52624
diff changeset
  6809
    proof (induct n)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6810
      case 0
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6811
      show ?case by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6812
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6813
      case (Suc k)
52625
wenzelm
parents: 52624
diff changeset
  6814
      have "(1 - c) * dist (z m) (z (m + Suc k)) \<le>
wenzelm
parents: 52624
diff changeset
  6815
          (1 - c) * (dist (z m) (z (m + k)) + dist (z (m + k)) (z (Suc (m + k))))"
wenzelm
parents: 52624
diff changeset
  6816
        using dist_triangle and c by (auto simp add: dist_triangle)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6817
      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
  6818
        using cf_z[of "m + k"] and c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6819
      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
  6820
        using Suc by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6821
      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
  6822
        unfolding power_add by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6823
      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
  6824
        using c by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6825
      finally show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6826
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6827
  } note cf_z2 = this
52625
wenzelm
parents: 52624
diff changeset
  6828
  {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6829
    fix e :: real
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6830
    assume "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6831
    then have "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (z m) (z n) < e"
52625
wenzelm
parents: 52624
diff changeset
  6832
    proof (cases "d = 0")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6833
      case True
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
  6834
      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
  6835
        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
  6836
      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
  6837
        by (simp add: *)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6838
      then show ?thesis using `e>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6839
    next
52625
wenzelm
parents: 52624
diff changeset
  6840
      case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6841
      then have "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
  6842
        by (metis False d_def less_le)
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6843
      then have "0 < e * (1 - c) / d"
52625
wenzelm
parents: 52624
diff changeset
  6844
        using `e>0` and `1-c>0`
wenzelm
parents: 52624
diff changeset
  6845
        using divide_pos_pos[of "e * (1 - c)" d] and mult_pos_pos[of e "1 - c"]
wenzelm
parents: 52624
diff changeset
  6846
        by auto
wenzelm
parents: 52624
diff changeset
  6847
      then obtain N where N:"c ^ N < e * (1 - c) / d"
wenzelm
parents: 52624
diff changeset
  6848
        using real_arch_pow_inv[of "e * (1 - c) / d" c] and c by auto
wenzelm
parents: 52624
diff changeset
  6849
      {
wenzelm
parents: 52624
diff changeset
  6850
        fix m n::nat
wenzelm
parents: 52624
diff changeset
  6851
        assume "m>n" and as:"m\<ge>N" "n\<ge>N"
wenzelm
parents: 52624
diff changeset
  6852
        have *:"c ^ n \<le> c ^ N" using `n\<ge>N` and c
wenzelm
parents: 52624
diff changeset
  6853
          using power_decreasing[OF `n\<ge>N`, of c] by auto
wenzelm
parents: 52624
diff changeset
  6854
        have "1 - c ^ (m - n) > 0"
wenzelm
parents: 52624
diff changeset
  6855
          using c and power_strict_mono[of c 1 "m - n"] using `m>n` by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6856
        then have **: "d * (1 - c ^ (m - n)) / (1 - c) > 0"
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6857
          using mult_pos_pos[OF `d>0`, of "1 - c ^ (m - n)"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6858
          using divide_pos_pos[of "d * (1 - c ^ (m - n))" "1 - c"]
52625
wenzelm
parents: 52624
diff changeset
  6859
          using `0 < 1 - c`
wenzelm
parents: 52624
diff changeset
  6860
          by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6861
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6862
        have "dist (z m) (z n) \<le> c ^ n * d * (1 - c ^ (m - n)) / (1 - c)"
52625
wenzelm
parents: 52624
diff changeset
  6863
          using cf_z2[of n "m - n"] and `m>n`
wenzelm
parents: 52624
diff changeset
  6864
          unfolding pos_le_divide_eq[OF `1-c>0`]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  6865
          by (auto simp add: mult_commute dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6866
        also have "\<dots> \<le> c ^ N * d * (1 - c ^ (m - n)) / (1 - c)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6867
          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
  6868
          unfolding mult_assoc by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6869
        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
  6870
          using mult_strict_right_mono[OF N **] unfolding mult_assoc by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6871
        also have "\<dots> = e * (1 - c ^ (m - n))"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6872
          using c and `d>0` and `1 - c > 0` by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6873
        also have "\<dots> \<le> e" using c and `1 - c ^ (m - n) > 0` and `e>0`
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6874
          using mult_right_le_one_le[of e "1 - c ^ (m - n)"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6875
        finally have  "dist (z m) (z n) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6876
      } note * = this
52625
wenzelm
parents: 52624
diff changeset
  6877
      {
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6878
        fix m n :: nat
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6879
        assume as: "N \<le> m" "N \<le> n"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6880
        then have "dist (z n) (z m) < e"
52625
wenzelm
parents: 52624
diff changeset
  6881
        proof (cases "n = m")
wenzelm
parents: 52624
diff changeset
  6882
          case True
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6883
          then show ?thesis using `e>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6884
        next
52625
wenzelm
parents: 52624
diff changeset
  6885
          case False
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6886
          then show ?thesis using as and *[of n m] *[of m n]
52625
wenzelm
parents: 52624
diff changeset
  6887
            unfolding nat_neq_iff by (auto simp add: dist_commute)
wenzelm
parents: 52624
diff changeset
  6888
        qed
wenzelm
parents: 52624
diff changeset
  6889
      }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6890
      then show ?thesis by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6891
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6892
  }
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6893
  then have "Cauchy z"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6894
    unfolding cauchy_def by auto
52625
wenzelm
parents: 52624
diff changeset
  6895
  then obtain x where "x\<in>s" and x:"(z ---> x) sequentially"
wenzelm
parents: 52624
diff changeset
  6896
    using s(1)[unfolded compact_def complete_def, THEN spec[where x=z]] and z_in_s by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6897
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6898
  def e \<equiv> "dist (f x) x"
52625
wenzelm
parents: 52624
diff changeset
  6899
  have "e = 0"
wenzelm
parents: 52624
diff changeset
  6900
  proof (rule ccontr)
wenzelm
parents: 52624
diff changeset
  6901
    assume "e \<noteq> 0"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6902
    then have "e > 0"
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6903
      unfolding e_def using zero_le_dist[of "f x" x]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6904
      by (metis dist_eq_0_iff dist_nz e_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6905
    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
  6906
      using x[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6907
    then have N':"dist (z N) x < e / 2" by auto
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6908
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6909
    have *: "c * dist (z N) x \<le> dist (z N) x"
52625
wenzelm
parents: 52624
diff changeset
  6910
      unfolding mult_le_cancel_right2
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6911
      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
  6912
      by (metis dist_eq_0_iff dist_nz order_less_asym less_le)
52625
wenzelm
parents: 52624
diff changeset
  6913
    have "dist (f (z N)) (f x) \<le> c * dist (z N) x"
wenzelm
parents: 52624
diff changeset
  6914
      using lipschitz[THEN bspec[where x="z N"], THEN bspec[where x=x]]
wenzelm
parents: 52624
diff changeset
  6915
      using z_in_s[of N] `x\<in>s`
wenzelm
parents: 52624
diff changeset
  6916
      using c
wenzelm
parents: 52624
diff changeset
  6917
      by auto
wenzelm
parents: 52624
diff changeset
  6918
    also have "\<dots> < e / 2"
wenzelm
parents: 52624
diff changeset
  6919
      using N' and c using * by auto
wenzelm
parents: 52624
diff changeset
  6920
    finally show False
wenzelm
parents: 52624
diff changeset
  6921
      unfolding fzn
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6922
      using N[THEN spec[where x="Suc N"]] and dist_triangle_half_r[of "z (Suc N)" "f x" e x]
52625
wenzelm
parents: 52624
diff changeset
  6923
      unfolding e_def
wenzelm
parents: 52624
diff changeset
  6924
      by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6925
  qed
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6926
  then have "f x = x" unfolding e_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6927
  moreover
52625
wenzelm
parents: 52624
diff changeset
  6928
  {
wenzelm
parents: 52624
diff changeset
  6929
    fix y
wenzelm
parents: 52624
diff changeset
  6930
    assume "f y = y" "y\<in>s"
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6931
    then have "dist x y \<le> c * dist x y"
52625
wenzelm
parents: 52624
diff changeset
  6932
      using lipschitz[THEN bspec[where x=x], THEN bspec[where x=y]]
wenzelm
parents: 52624
diff changeset
  6933
      using `x\<in>s` and `f x = x`
wenzelm
parents: 52624
diff changeset
  6934
      by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6935
    then have "dist x y = 0"
52625
wenzelm
parents: 52624
diff changeset
  6936
      unfolding mult_le_cancel_right1
wenzelm
parents: 52624
diff changeset
  6937
      using c and zero_le_dist[of x y]
wenzelm
parents: 52624
diff changeset
  6938
      by auto
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6939
    then have "y = x" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6940
  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  6941
  ultimately show ?thesis using `x\<in>s` by blast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6942
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6943
53282
9d6e263fa921 tuned proofs;
wenzelm
parents: 53255
diff changeset
  6944
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  6945
subsection {* Edelstein fixed point theorem *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6946
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6947
lemma edelstein_fix:
50970
3e5b67f85bf9 generalized theorem edelstein_fix to class metric_space
huffman
parents: 50955
diff changeset
  6948
  fixes s :: "'a::metric_space set"
52625
wenzelm
parents: 52624
diff changeset
  6949
  assumes s: "compact s" "s \<noteq> {}"
wenzelm
parents: 52624
diff changeset
  6950
    and gs: "(g ` s) \<subseteq> s"
wenzelm
parents: 52624
diff changeset
  6951
    and dist: "\<forall>x\<in>s. \<forall>y\<in>s. x \<noteq> y \<longrightarrow> dist (g x) (g y) < dist x y"
51347
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6952
  shows "\<exists>!x\<in>s. g x = x"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6953
proof -
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6954
  let ?D = "(\<lambda>x. (x, x)) ` s"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6955
  have D: "compact ?D" "?D \<noteq> {}"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6956
    by (rule compact_continuous_image)
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6957
       (auto intro!: s continuous_Pair continuous_within_id simp: continuous_on_eq_continuous_within)
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6958
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6959
  have "\<And>x y e. x \<in> s \<Longrightarrow> y \<in> s \<Longrightarrow> 0 < e \<Longrightarrow> dist y x < e \<Longrightarrow> dist (g y) (g x) < e"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6960
    using dist by fastforce
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6961
  then have "continuous_on s g"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6962
    unfolding continuous_on_iff by auto
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6963
  then have cont: "continuous_on ?D (\<lambda>x. dist ((g \<circ> fst) x) (snd x))"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6964
    unfolding continuous_on_eq_continuous_within
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6965
    by (intro continuous_dist ballI continuous_within_compose)
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6966
       (auto intro!:  continuous_fst continuous_snd continuous_within_id simp: image_image)
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6967
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6968
  obtain a where "a \<in> s" and le: "\<And>x. x \<in> s \<Longrightarrow> dist (g a) a \<le> dist (g x) x"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6969
    using continuous_attains_inf[OF D cont] by auto
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6970
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6971
  have "g a = a"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6972
  proof (rule ccontr)
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6973
    assume "g a \<noteq> a"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6974
    with `a \<in> s` gs have "dist (g (g a)) (g a) < dist (g a) a"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6975
      by (intro dist[rule_format]) auto
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6976
    moreover have "dist (g a) a \<le> dist (g (g a)) (g a)"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6977
      using `a \<in> s` gs by (intro le) auto
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6978
    ultimately show False by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6979
  qed
51347
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6980
  moreover have "\<And>x. x \<in> s \<Longrightarrow> g x = x \<Longrightarrow> x = a"
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6981
    using dist[THEN bspec[where x=a]] `g a = a` and `a\<in>s` by auto
f8a00792fbc1 tuned proof of Edelstein fixed point theorem (use continuity of dist and attains_sup)
hoelzl
parents: 51346
diff changeset
  6982
  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
  6983
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6984
44131
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  6985
declare tendsto_const [intro] (* FIXME: move *)
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  6986
54775
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
  6987
no_notation
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
  6988
  eucl_less (infix "<e" 50)
2d3df8633dad prefer box over greaterThanLessThan on euclidean_space
immler
parents: 54489
diff changeset
  6989
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  6990
end