src/HOL/Multivariate_Analysis/Topology_Euclidean_Space.thy
author huffman
Sun, 25 Mar 2012 20:15:39 +0200
changeset 47108 2a1953f0d20d
parent 46887 cb891d9a23c1
child 48048 87b94fb75198
permissions -rw-r--r--
merged fork with new numeral representation (see NEWS)
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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 SEQ Linear_Algebra "~~/src/HOL/Library/Glbs" Norm_Arith
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begin
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subsection {* General notion of a topology as a value *}
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definition "istopology L \<longleftrightarrow> L {} \<and> (\<forall>S T. L S \<longrightarrow> L T \<longrightarrow> L (S \<inter> T)) \<and> (\<forall>K. Ball K L \<longrightarrow> L (\<Union> K))"
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typedef (open) 'a topology = "{L::('a set) \<Rightarrow> bool. istopology L}"
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  morphisms "openin" "topology"
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  unfolding istopology_def by blast
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lemma istopology_open_in[intro]: "istopology(openin U)"
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  using openin[of U] by blast
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lemma topology_inverse': "istopology U \<Longrightarrow> openin (topology U) = U"
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  using topology_inverse[unfolded mem_Collect_eq] .
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lemma topology_inverse_iff: "istopology U \<longleftrightarrow> openin (topology U) = U"
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  using topology_inverse[of U] istopology_open_in[of "topology U"] by auto
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lemma topology_eq: "T1 = T2 \<longleftrightarrow> (\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S)"
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proof-
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  {assume "T1=T2" hence "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S" by simp}
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  moreover
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  {assume H: "\<forall>S. openin T1 S \<longleftrightarrow> openin T2 S"
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    hence "openin T1 = openin T2" by (simp add: fun_eq_iff)
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    hence "topology (openin T1) = topology (openin T2)" by simp
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    hence "T1 = T2" unfolding openin_inverse .}
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  ultimately show ?thesis by blast
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qed
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text{* Infer the "universe" from union of all sets in the topology. *}
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definition "topspace T =  \<Union>{S. openin T S}"
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subsubsection {* Main properties of open sets *}
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lemma openin_clauses:
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  fixes U :: "'a topology"
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  shows "openin U {}"
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  "\<And>S T. openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S\<inter>T)"
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  "\<And>K. (\<forall>S \<in> K. openin U S) \<Longrightarrow> openin U (\<Union>K)"
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  using openin[of U] unfolding istopology_def mem_Collect_eq
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  by fast+
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lemma openin_subset[intro]: "openin U S \<Longrightarrow> S \<subseteq> topspace U"
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  unfolding topspace_def by blast
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lemma openin_empty[simp]: "openin U {}" by (simp add: openin_clauses)
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lemma openin_Int[intro]: "openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S \<inter> T)"
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  using openin_clauses by simp
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lemma openin_Union[intro]: "(\<forall>S \<in>K. openin U S) \<Longrightarrow> openin U (\<Union> K)"
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  using openin_clauses by simp
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lemma openin_Un[intro]: "openin U S \<Longrightarrow> openin U T \<Longrightarrow> openin U (S \<union> T)"
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  using openin_Union[of "{S,T}" U] by auto
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lemma openin_topspace[intro, simp]: "openin U (topspace U)" by (simp add: openin_Union topspace_def)
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lemma openin_subopen: "openin U S \<longleftrightarrow> (\<forall>x \<in> S. \<exists>T. openin U T \<and> x \<in> T \<and> T \<subseteq> S)" (is "?lhs \<longleftrightarrow> ?rhs")
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proof
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  assume ?lhs then show ?rhs by auto
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next
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  assume H: ?rhs
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  let ?t = "\<Union>{T. openin U T \<and> T \<subseteq> S}"
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  have "openin U ?t" by (simp add: openin_Union)
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  also have "?t = S" using H by auto
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  finally show "openin U S" .
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qed
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subsubsection {* Closed sets *}
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definition "closedin U S \<longleftrightarrow> S \<subseteq> topspace U \<and> openin U (topspace U - S)"
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lemma closedin_subset: "closedin U S \<Longrightarrow> S \<subseteq> topspace U" by (metis closedin_def)
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lemma closedin_empty[simp]: "closedin U {}" by (simp add: closedin_def)
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lemma closedin_topspace[intro,simp]:
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  "closedin U (topspace U)" by (simp add: closedin_def)
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lemma closedin_Un[intro]: "closedin U S \<Longrightarrow> closedin U T \<Longrightarrow> closedin U (S \<union> T)"
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  by (auto simp add: Diff_Un closedin_def)
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lemma Diff_Inter[intro]: "A - \<Inter>S = \<Union> {A - s|s. s\<in>S}" by auto
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lemma closedin_Inter[intro]: assumes Ke: "K \<noteq> {}" and Kc: "\<forall>S \<in>K. closedin U S"
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  shows "closedin U (\<Inter> K)"  using Ke Kc unfolding closedin_def Diff_Inter by auto
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lemma closedin_Int[intro]: "closedin U S \<Longrightarrow> closedin U T \<Longrightarrow> closedin U (S \<inter> T)"
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  using closedin_Inter[of "{S,T}" U] by auto
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lemma Diff_Diff_Int: "A - (A - B) = A \<inter> B" by blast
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lemma openin_closedin_eq: "openin U S \<longleftrightarrow> S \<subseteq> topspace U \<and> closedin U (topspace U - S)"
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  apply (auto simp add: closedin_def Diff_Diff_Int inf_absorb2)
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  apply (metis openin_subset subset_eq)
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  done
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lemma openin_closedin:  "S \<subseteq> topspace U \<Longrightarrow> (openin U S \<longleftrightarrow> closedin U (topspace U - S))"
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  by (simp add: openin_closedin_eq)
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lemma openin_diff[intro]: assumes oS: "openin U S" and cT: "closedin U T" shows "openin U (S - T)"
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proof-
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  have "S - T = S \<inter> (topspace U - T)" using openin_subset[of U S]  oS cT
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    by (auto simp add: topspace_def openin_subset)
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  then show ?thesis using oS cT by (auto simp add: closedin_def)
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qed
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lemma closedin_diff[intro]: assumes oS: "closedin U S" and cT: "openin U T" shows "closedin U (S - T)"
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proof-
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  have "S - T = S \<inter> (topspace U - T)" using closedin_subset[of U S]  oS cT
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    by (auto simp add: topspace_def )
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  then show ?thesis using oS cT by (auto simp add: openin_closedin_eq)
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qed
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subsubsection {* Subspace topology *}
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definition "subtopology U V = topology (\<lambda>T. \<exists>S. T = S \<inter> V \<and> openin U S)"
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lemma istopology_subtopology: "istopology (\<lambda>T. \<exists>S. T = S \<inter> V \<and> openin U S)"
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  (is "istopology ?L")
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proof-
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  have "?L {}" by blast
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  {fix A B assume A: "?L A" and B: "?L B"
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    from A B obtain Sa and Sb where Sa: "openin U Sa" "A = Sa \<inter> V" and Sb: "openin U Sb" "B = Sb \<inter> V" by blast
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    have "A\<inter>B = (Sa \<inter> Sb) \<inter> V" "openin U (Sa \<inter> Sb)"  using Sa Sb by blast+
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    then have "?L (A \<inter> B)" by blast}
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  moreover
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  {fix K assume K: "K \<subseteq> Collect ?L"
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    have th0: "Collect ?L = (\<lambda>S. S \<inter> V) ` Collect (openin U)"
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      apply (rule set_eqI)
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      apply (simp add: Ball_def image_iff)
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      by metis
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    from K[unfolded th0 subset_image_iff]
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    obtain Sk where Sk: "Sk \<subseteq> Collect (openin U)" "K = (\<lambda>S. S \<inter> V) ` Sk" by blast
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    have "\<Union>K = (\<Union>Sk) \<inter> V" using Sk by auto
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    moreover have "openin U (\<Union> Sk)" using Sk by (auto simp add: subset_eq)
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    ultimately have "?L (\<Union>K)" by blast}
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  ultimately show ?thesis
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    unfolding subset_eq mem_Collect_eq istopology_def by blast
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qed
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lemma openin_subtopology:
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  "openin (subtopology U V) S \<longleftrightarrow> (\<exists> T. (openin U T) \<and> (S = T \<inter> V))"
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  unfolding subtopology_def topology_inverse'[OF istopology_subtopology]
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  by auto
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lemma topspace_subtopology: "topspace(subtopology U V) = topspace U \<inter> V"
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  by (auto simp add: topspace_def openin_subtopology)
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lemma closedin_subtopology:
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  "closedin (subtopology U V) S \<longleftrightarrow> (\<exists>T. closedin U T \<and> S = T \<inter> V)"
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  unfolding closedin_def topspace_subtopology
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  apply (simp add: openin_subtopology)
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  apply (rule iffI)
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  apply clarify
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  apply (rule_tac x="topspace U - T" in exI)
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  by auto
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lemma openin_subtopology_refl: "openin (subtopology U V) V \<longleftrightarrow> V \<subseteq> topspace U"
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  unfolding openin_subtopology
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  apply (rule iffI, clarify)
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  apply (frule openin_subset[of U])  apply blast
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  apply (rule exI[where x="topspace U"])
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  by auto
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lemma subtopology_superset: assumes UV: "topspace U \<subseteq> V"
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  shows "subtopology U V = U"
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proof-
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  {fix S
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    {fix T assume T: "openin U T" "S = T \<inter> V"
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      from T openin_subset[OF T(1)] UV have eq: "S = T" by blast
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      have "openin U S" unfolding eq using T by blast}
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    moreover
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    {assume S: "openin U S"
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      hence "\<exists>T. openin U T \<and> S = T \<inter> V"
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        using openin_subset[OF S] UV by auto}
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    ultimately have "(\<exists>T. openin U T \<and> S = T \<inter> V) \<longleftrightarrow> openin U S" by blast}
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  then show ?thesis unfolding topology_eq openin_subtopology by blast
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qed
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lemma subtopology_topspace[simp]: "subtopology U (topspace U) = U"
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  by (simp add: subtopology_superset)
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lemma subtopology_UNIV[simp]: "subtopology U UNIV = U"
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  by (simp add: subtopology_superset)
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subsubsection {* The standard Euclidean topology *}
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definition
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  euclidean :: "'a::topological_space topology" where
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  "euclidean = topology open"
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lemma open_openin: "open S \<longleftrightarrow> openin euclidean S"
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  unfolding euclidean_def
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  apply (rule cong[where x=S and y=S])
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  apply (rule topology_inverse[symmetric])
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  apply (auto simp add: istopology_def)
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  done
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lemma topspace_euclidean: "topspace euclidean = UNIV"
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  apply (simp add: topspace_def)
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  apply (rule set_eqI)
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  by (auto simp add: open_openin[symmetric])
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lemma topspace_euclidean_subtopology[simp]: "topspace (subtopology euclidean S) = S"
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  by (simp add: topspace_euclidean topspace_subtopology)
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lemma closed_closedin: "closed S \<longleftrightarrow> closedin euclidean S"
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  by (simp add: closed_def closedin_def topspace_euclidean open_openin Compl_eq_Diff_UNIV)
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lemma open_subopen: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>T. open T \<and> x \<in> T \<and> T \<subseteq> S)"
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  by (simp add: open_openin openin_subopen[symmetric])
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text {* Basic "localization" results are handy for connectedness. *}
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lemma openin_open: "openin (subtopology euclidean U) S \<longleftrightarrow> (\<exists>T. open T \<and> (S = U \<inter> T))"
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  by (auto simp add: openin_subtopology open_openin[symmetric])
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lemma openin_open_Int[intro]: "open S \<Longrightarrow> openin (subtopology euclidean U) (U \<inter> S)"
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  by (auto simp add: openin_open)
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lemma open_openin_trans[trans]:
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 "open S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> openin (subtopology euclidean S) T"
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  by (metis Int_absorb1  openin_open_Int)
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lemma open_subset:  "S \<subseteq> T \<Longrightarrow> open S \<Longrightarrow> openin (subtopology euclidean T) S"
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  by (auto simp add: openin_open)
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lemma closedin_closed: "closedin (subtopology euclidean U) S \<longleftrightarrow> (\<exists>T. closed T \<and> S = U \<inter> T)"
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  by (simp add: closedin_subtopology closed_closedin Int_ac)
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lemma closedin_closed_Int: "closed S ==> closedin (subtopology euclidean U) (U \<inter> S)"
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  by (metis closedin_closed)
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lemma closed_closedin_trans: "closed S \<Longrightarrow> closed T \<Longrightarrow> T \<subseteq> S \<Longrightarrow> closedin (subtopology euclidean S) T"
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  apply (subgoal_tac "S \<inter> T = T" )
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  apply auto
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  apply (frule closedin_closed_Int[of T S])
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  by simp
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lemma closed_subset: "S \<subseteq> T \<Longrightarrow> closed S \<Longrightarrow> closedin (subtopology euclidean T) S"
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  by (auto simp add: closedin_closed)
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lemma openin_euclidean_subtopology_iff:
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  fixes S U :: "'a::metric_space set"
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  shows "openin (subtopology euclidean U) S
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  \<longleftrightarrow> S \<subseteq> U \<and> (\<forall>x\<in>S. \<exists>e>0. \<forall>x'\<in>U. dist x' x < e \<longrightarrow> x'\<in> S)" (is "?lhs \<longleftrightarrow> ?rhs")
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proof
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  assume ?lhs thus ?rhs unfolding openin_open open_dist by blast
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next
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  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}"
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  have 1: "\<forall>x\<in>T. \<exists>e>0. \<forall>y. dist y x < e \<longrightarrow> y \<in> T"
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    unfolding T_def
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    apply clarsimp
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    apply (rule_tac x="d - dist x a" in exI)
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    apply (clarsimp simp add: less_diff_eq)
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    apply (erule rev_bexI)
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    apply (rule_tac x=d in exI, clarify)
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    apply (erule le_less_trans [OF dist_triangle])
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    done
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  assume ?rhs hence 2: "S = U \<inter> T"
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    unfolding T_def
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    apply auto
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    apply (drule (1) bspec, erule rev_bexI)
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    apply auto
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    done
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  from 1 2 show ?lhs
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    unfolding openin_open open_dist by fast
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qed
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text {* These "transitivity" results are handy too *}
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lemma openin_trans[trans]: "openin (subtopology euclidean T) S \<Longrightarrow> openin (subtopology euclidean U) T
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  \<Longrightarrow> openin (subtopology euclidean U) S"
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  unfolding open_openin openin_open by blast
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lemma openin_open_trans: "openin (subtopology euclidean T) S \<Longrightarrow> open T \<Longrightarrow> open S"
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  by (auto simp add: openin_open intro: openin_trans)
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lemma closedin_trans[trans]:
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 "closedin (subtopology euclidean T) S \<Longrightarrow>
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           closedin (subtopology euclidean U) T
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           ==> closedin (subtopology euclidean U) S"
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  by (auto simp add: closedin_closed closed_closedin closed_Inter Int_assoc)
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lemma closedin_closed_trans: "closedin (subtopology euclidean T) S \<Longrightarrow> closed T \<Longrightarrow> closed S"
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  by (auto simp add: closedin_closed intro: closedin_trans)
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subsection {* Open and closed balls *}
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definition
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  ball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set" where
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  "ball x e = {y. dist x y < e}"
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definition
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  cball :: "'a::metric_space \<Rightarrow> real \<Rightarrow> 'a set" where
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  "cball x e = {y. dist x y \<le> e}"
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   306
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
   307
  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
   308
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
   309
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
   310
  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
   311
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
   312
lemma mem_ball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   313
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   314
  shows "x \<in> ball 0 e \<longleftrightarrow> norm x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   315
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   316
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
   317
lemma mem_cball_0:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   318
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   319
  shows "x \<in> cball 0 e \<longleftrightarrow> norm x \<le> e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   320
  by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   321
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
   322
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
   323
  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
   324
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
   325
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
   326
  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
   327
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   328
lemma ball_subset_cball[simp,intro]: "ball x e \<subseteq> cball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   329
lemma subset_ball[intro]: "d <= e ==> ball x d \<subseteq> ball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   330
lemma subset_cball[intro]: "d <= e ==> cball x d \<subseteq> cball x e" by (simp add: subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   331
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
   332
  by (simp add: set_eq_iff) arith
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   333
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   334
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
   335
  by (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   336
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   337
lemma diff_less_iff: "(a::real) - b > 0 \<longleftrightarrow> a > b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   338
  "(a::real) - b < 0 \<longleftrightarrow> a < b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   339
  "a - b < c \<longleftrightarrow> a < c +b" "a - b > c \<longleftrightarrow> a > c +b" by arith+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   340
lemma diff_le_iff: "(a::real) - b \<ge> 0 \<longleftrightarrow> a \<ge> b" "(a::real) - b \<le> 0 \<longleftrightarrow> a \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   341
  "a - b \<le> c \<longleftrightarrow> a \<le> c +b" "a - b \<ge> c \<longleftrightarrow> a \<ge> c +b"  by arith+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   342
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   343
lemma open_ball[intro, simp]: "open (ball x e)"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   344
  unfolding open_dist ball_def mem_Collect_eq Ball_def
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   345
  unfolding dist_commute
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   346
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   347
  apply (rule_tac x="e - dist xa x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   348
  using dist_triangle_alt[where z=x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   349
  apply (clarsimp simp add: diff_less_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   350
  apply atomize
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   351
  apply (erule_tac x="y" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   352
  apply (erule_tac x="xa" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   353
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   354
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   355
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
   356
  unfolding open_dist subset_eq mem_ball Ball_def dist_commute ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   357
33714
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   358
lemma openE[elim?]:
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   359
  assumes "open S" "x\<in>S" 
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   360
  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
   361
  using assms unfolding open_contains_ball by auto
eb2574ac4173 Added new lemmas to Euclidean Space by Robert Himmelmann
hoelzl
parents: 33324
diff changeset
   362
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   363
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
   364
  by (metis open_contains_ball subset_eq centre_in_ball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   365
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   366
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
   367
  unfolding mem_ball set_eq_iff
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   368
  apply (simp add: not_less)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   369
  by (metis zero_le_dist order_trans dist_self)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   370
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   371
lemma ball_empty[intro]: "e \<le> 0 ==> ball x e = {}" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   372
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   373
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   374
subsection{* Connectedness *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   375
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   376
definition "connected S \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   377
  ~(\<exists>e1 e2. open e1 \<and> open e2 \<and> S \<subseteq> (e1 \<union> e2) \<and> (e1 \<inter> e2 \<inter> S = {})
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   378
  \<and> ~(e1 \<inter> S = {}) \<and> ~(e2 \<inter> S = {}))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   379
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   380
lemma connected_local:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   381
 "connected S \<longleftrightarrow> ~(\<exists>e1 e2.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   382
                 openin (subtopology euclidean S) e1 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   383
                 openin (subtopology euclidean S) e2 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   384
                 S \<subseteq> e1 \<union> e2 \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   385
                 e1 \<inter> e2 = {} \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   386
                 ~(e1 = {}) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   387
                 ~(e2 = {}))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   388
unfolding connected_def openin_open by (safe, blast+)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   389
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   390
lemma exists_diff:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   391
  fixes P :: "'a set \<Rightarrow> bool"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   392
  shows "(\<exists>S. P(- S)) \<longleftrightarrow> (\<exists>S. P S)" (is "?lhs \<longleftrightarrow> ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   393
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   394
  {assume "?lhs" hence ?rhs by blast }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   395
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   396
  {fix S assume H: "P S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   397
    have "S = - (- S)" by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   398
    with H have "P (- (- S))" by metis }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   399
  ultimately show ?thesis by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   400
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   401
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   402
lemma connected_clopen: "connected S \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   403
        (\<forall>T. openin (subtopology euclidean S) T \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   404
            closedin (subtopology euclidean S) T \<longrightarrow> T = {} \<or> T = S)" (is "?lhs \<longleftrightarrow> ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   405
proof-
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   406
  have " \<not> connected S \<longleftrightarrow> (\<exists>e1 e2. open e1 \<and> open (- e2) \<and> S \<subseteq> e1 \<union> (- e2) \<and> e1 \<inter> (- e2) \<inter> S = {} \<and> e1 \<inter> S \<noteq> {} \<and> (- e2) \<inter> S \<noteq> {})"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   407
    unfolding connected_def openin_open closedin_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   408
    apply (subst exists_diff) by blast
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   409
  hence th0: "connected S \<longleftrightarrow> \<not> (\<exists>e2 e1. closed e2 \<and> open e1 \<and> S \<subseteq> e1 \<union> (- e2) \<and> e1 \<inter> (- e2) \<inter> S = {} \<and> e1 \<inter> S \<noteq> {} \<and> (- e2) \<inter> S \<noteq> {})"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   410
    (is " _ \<longleftrightarrow> \<not> (\<exists>e2 e1. ?P e2 e1)") apply (simp add: closed_def) by metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   411
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   412
  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
   413
    (is "_ \<longleftrightarrow> \<not> (\<exists>t' t. ?Q t' t)")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   414
    unfolding connected_def openin_open closedin_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   415
  {fix e2
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   416
    {fix e1 have "?P e2 e1 \<longleftrightarrow> (\<exists>t.  closed e2 \<and> t = S\<inter>e2 \<and> open e1 \<and> t = S\<inter>e1 \<and> t\<noteq>{} \<and> t\<noteq>S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   417
        by auto}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   418
    then have "(\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)" by metis}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   419
  then have "\<forall>e2. (\<exists>e1. ?P e2 e1) \<longleftrightarrow> (\<exists>t. ?Q e2 t)" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   420
  then show ?thesis unfolding th0 th1 by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   421
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   422
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   423
lemma connected_empty[simp, intro]: "connected {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   424
  by (simp add: connected_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   425
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   426
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   427
subsection{* Limit points *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   428
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
   429
definition (in topological_space)
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
   430
  islimpt:: "'a \<Rightarrow> 'a set \<Rightarrow> bool" (infixr "islimpt" 60) where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   431
  "x islimpt S \<longleftrightarrow> (\<forall>T. x\<in>T \<longrightarrow> open T \<longrightarrow> (\<exists>y\<in>S. y\<in>T \<and> y\<noteq>x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   432
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   433
lemma islimptI:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   434
  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
   435
  shows "x islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   436
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   437
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   438
lemma islimptE:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   439
  assumes "x islimpt S" and "x \<in> T" and "open T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   440
  obtains y where "y \<in> S" and "y \<in> T" and "y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   441
  using assms unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   442
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   443
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
   444
  unfolding islimpt_def eventually_at_topological by auto
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   445
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   446
lemma islimpt_subset: "\<lbrakk>x islimpt S; S \<subseteq> T\<rbrakk> \<Longrightarrow> x islimpt T"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   447
  unfolding islimpt_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   448
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   449
lemma islimpt_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   450
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   451
  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
   452
  unfolding islimpt_iff_eventually eventually_at by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   453
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   454
lemma islimpt_approachable_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   455
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   456
  shows "x islimpt S \<longleftrightarrow> (\<forall>e>0. \<exists>x'\<in> S. x' \<noteq> x \<and> dist x' x <= e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   457
  unfolding islimpt_approachable
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   458
  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
   459
    THEN arg_cong [where f=Not]]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
   460
  by (simp add: Bex_def conj_commute conj_left_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   461
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   462
lemma islimpt_UNIV_iff: "x islimpt UNIV \<longleftrightarrow> \<not> open {x}"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   463
  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
   464
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   465
text {* A perfect space has no isolated points. *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   466
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   467
lemma islimpt_UNIV [simp, intro]: "(x::'a::perfect_space) islimpt UNIV"
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   468
  unfolding islimpt_UNIV_iff by (rule not_open_singleton)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   469
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   470
lemma perfect_choose_dist:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   471
  fixes x :: "'a::{perfect_space, metric_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   472
  shows "0 < r \<Longrightarrow> \<exists>a. a \<noteq> x \<and> dist a x < r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   473
using islimpt_UNIV [of x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   474
by (simp add: islimpt_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   475
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   476
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
   477
  unfolding closed_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   478
  apply (subst open_subopen)
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   479
  apply (simp add: islimpt_def subset_eq)
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
   480
  by (metis ComplE ComplI)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   481
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   482
lemma islimpt_EMPTY[simp]: "\<not> x islimpt {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   483
  unfolding islimpt_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   484
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   485
lemma finite_set_avoid:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   486
  fixes a :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   487
  assumes fS: "finite S" shows  "\<exists>d>0. \<forall>x\<in>S. x \<noteq> a \<longrightarrow> d <= dist a x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   488
proof(induct rule: finite_induct[OF fS])
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
   489
  case 1 thus ?case by (auto intro: zero_less_one)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   490
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   491
  case (2 x F)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   492
  from 2 obtain d where d: "d >0" "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> d \<le> dist a x" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   493
  {assume "x = a" hence ?case using d by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   494
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   495
  {assume xa: "x\<noteq>a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   496
    let ?d = "min d (dist a x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   497
    have dp: "?d > 0" using xa d(1) using dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   498
    from d have d': "\<forall>x\<in>F. x\<noteq>a \<longrightarrow> ?d \<le> dist a x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   499
    with dp xa have ?case by(auto intro!: exI[where x="?d"]) }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   500
  ultimately show ?case by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   501
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   502
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   503
lemma islimpt_finite:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   504
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   505
  assumes fS: "finite S" shows "\<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   506
  unfolding islimpt_approachable
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   507
  using finite_set_avoid[OF fS, of a] by (metis dist_commute  not_le)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   508
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   509
lemma islimpt_Un: "x islimpt (S \<union> T) \<longleftrightarrow> x islimpt S \<or> x islimpt T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   510
  apply (rule iffI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   511
  defer
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   512
  apply (metis Un_upper1 Un_upper2 islimpt_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   513
  unfolding islimpt_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   514
  apply (rule ccontr, clarsimp, rename_tac A B)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   515
  apply (drule_tac x="A \<inter> B" in spec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   516
  apply (auto simp add: open_Int)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   517
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   518
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   519
lemma discrete_imp_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   520
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   521
  assumes e: "0 < e" and d: "\<forall>x \<in> S. \<forall>y \<in> S. dist y x < e \<longrightarrow> y = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   522
  shows "closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   523
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   524
  {fix x assume C: "\<forall>e>0. \<exists>x'\<in>S. x' \<noteq> x \<and> dist x' x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   525
    from e have e2: "e/2 > 0" by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   526
    from C[rule_format, OF e2] obtain y where y: "y \<in> S" "y\<noteq>x" "dist y x < e/2" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   527
    let ?m = "min (e/2) (dist x y) "
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   528
    from e2 y(2) have mp: "?m > 0" by (simp add: dist_nz[THEN sym])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   529
    from C[rule_format, OF mp] obtain z where z: "z \<in> S" "z\<noteq>x" "dist z x < ?m" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   530
    have th: "dist z y < e" using z y
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   531
      by (intro dist_triangle_lt [where z=x], simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   532
    from d[rule_format, OF y(1) z(1) th] y z
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   533
    have False by (auto simp add: dist_commute)}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   534
  then show ?thesis by (metis islimpt_approachable closed_limpt [where 'a='a])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   535
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   536
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   537
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   538
subsection {* Interior of a Set *}
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   539
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   540
definition "interior S = \<Union>{T. open T \<and> T \<subseteq> S}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   541
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   542
lemma interiorI [intro?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   543
  assumes "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   544
  shows "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   545
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   546
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   547
lemma interiorE [elim?]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   548
  assumes "x \<in> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   549
  obtains T where "open T" and "x \<in> T" and "T \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   550
  using assms unfolding interior_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   551
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   552
lemma open_interior [simp, intro]: "open (interior S)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   553
  by (simp add: interior_def open_Union)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   554
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   555
lemma interior_subset: "interior S \<subseteq> S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   556
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   557
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   558
lemma interior_maximal: "T \<subseteq> S \<Longrightarrow> open T \<Longrightarrow> T \<subseteq> interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   559
  by (auto simp add: interior_def)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   560
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   561
lemma interior_open: "open S \<Longrightarrow> interior S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   562
  by (intro equalityI interior_subset interior_maximal subset_refl)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   563
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   564
lemma interior_eq: "interior S = S \<longleftrightarrow> open S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   565
  by (metis open_interior interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   566
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   567
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
   568
  by (metis interior_maximal interior_subset subset_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   569
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   570
lemma interior_empty [simp]: "interior {} = {}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   571
  using open_empty by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   572
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   573
lemma interior_UNIV [simp]: "interior UNIV = UNIV"
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   574
  using open_UNIV by (rule interior_open)
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   575
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   576
lemma interior_interior [simp]: "interior (interior S) = interior S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   577
  using open_interior by (rule interior_open)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   578
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   579
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
   580
  by (auto simp add: interior_def)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   581
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   582
lemma interior_unique:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   583
  assumes "T \<subseteq> S" and "open T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   584
  assumes "\<And>T'. T' \<subseteq> S \<Longrightarrow> open T' \<Longrightarrow> T' \<subseteq> T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   585
  shows "interior S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   586
  by (intro equalityI assms interior_subset open_interior interior_maximal)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   587
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   588
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
   589
  by (intro equalityI Int_mono Int_greatest interior_mono Int_lower1
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   590
    Int_lower2 interior_maximal interior_subset open_Int open_interior)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   591
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   592
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
   593
  using open_contains_ball_eq [where S="interior S"]
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   594
  by (simp add: open_subset_interior)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   595
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   596
lemma interior_limit_point [intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   597
  fixes x :: "'a::perfect_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   598
  assumes x: "x \<in> interior S" shows "x islimpt S"
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   599
  using x islimpt_UNIV [of x]
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   600
  unfolding interior_def islimpt_def
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   601
  apply (clarsimp, rename_tac T T')
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   602
  apply (drule_tac x="T \<inter> T'" in spec)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   603
  apply (auto simp add: open_Int)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   604
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   605
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   606
lemma interior_closed_Un_empty_interior:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   607
  assumes cS: "closed S" and iT: "interior T = {}"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   608
  shows "interior (S \<union> T) = interior S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   609
proof
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   610
  show "interior S \<subseteq> interior (S \<union> T)"
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   611
    by (rule interior_mono, rule Un_upper1)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   612
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   613
  show "interior (S \<union> T) \<subseteq> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   614
  proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   615
    fix x assume "x \<in> interior (S \<union> T)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   616
    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
   617
    show "x \<in> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   618
    proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   619
      assume "x \<notin> interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   620
      with `x \<in> R` `open R` obtain y where "y \<in> R - S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   621
        unfolding interior_def by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   622
      from `open R` `closed S` have "open (R - S)" by (rule open_Diff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   623
      from `R \<subseteq> S \<union> T` have "R - S \<subseteq> T" by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   624
      from `y \<in> R - S` `open (R - S)` `R - S \<subseteq> T` `interior T = {}`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   625
      show "False" unfolding interior_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   626
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   627
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   628
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   629
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   630
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
   631
proof (rule interior_unique)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   632
  show "interior A \<times> interior B \<subseteq> A \<times> B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   633
    by (intro Sigma_mono interior_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   634
  show "open (interior A \<times> interior B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   635
    by (intro open_Times open_interior)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   636
  fix T assume "T \<subseteq> A \<times> B" and "open T" thus "T \<subseteq> interior A \<times> interior B"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   637
  proof (safe)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   638
    fix x y assume "(x, y) \<in> T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   639
    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
   640
      using `open T` unfolding open_prod_def by fast
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   641
    hence "open C" "open D" "C \<subseteq> A" "D \<subseteq> B" "x \<in> C" "y \<in> D"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   642
      using `T \<subseteq> A \<times> B` by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   643
    thus "x \<in> interior A" and "y \<in> interior B"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   644
      by (auto intro: interiorI)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   645
  qed
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   646
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   647
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   648
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   649
subsection {* Closure of a Set *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   650
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   651
definition "closure S = S \<union> {x | x. x islimpt S}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   652
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   653
lemma interior_closure: "interior S = - (closure (- S))"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   654
  unfolding interior_def closure_def islimpt_def by auto
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   655
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   656
lemma closure_interior: "closure S = - interior (- S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   657
  unfolding interior_closure by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   658
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   659
lemma closed_closure[simp, intro]: "closed (closure S)"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   660
  unfolding closure_interior by (simp add: closed_Compl)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   661
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   662
lemma closure_subset: "S \<subseteq> closure S"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   663
  unfolding closure_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   664
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   665
lemma closure_hull: "closure S = closed hull S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   666
  unfolding hull_def closure_interior interior_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   667
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   668
lemma closure_eq: "closure S = S \<longleftrightarrow> closed S"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   669
  unfolding closure_hull using closed_Inter by (rule hull_eq)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   670
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   671
lemma closure_closed [simp]: "closed S \<Longrightarrow> closure S = S"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   672
  unfolding closure_eq .
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   673
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   674
lemma closure_closure [simp]: "closure (closure S) = closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   675
  unfolding closure_hull by (rule hull_hull)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   676
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   677
lemma closure_mono: "S \<subseteq> T \<Longrightarrow> closure S \<subseteq> closure T"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   678
  unfolding closure_hull by (rule hull_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   679
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   680
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
   681
  unfolding closure_hull by (rule hull_minimal)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   682
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   683
lemma closure_unique:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   684
  assumes "S \<subseteq> T" and "closed T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   685
  assumes "\<And>T'. S \<subseteq> T' \<Longrightarrow> closed T' \<Longrightarrow> T \<subseteq> T'"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   686
  shows "closure S = T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   687
  using assms unfolding closure_hull by (rule hull_unique)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   688
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   689
lemma closure_empty [simp]: "closure {} = {}"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   690
  using closed_empty by (rule closure_closed)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   691
44522
2f7e9d890efe rename subset_{interior,closure} to {interior,closure}_mono;
huffman
parents: 44519
diff changeset
   692
lemma closure_UNIV [simp]: "closure UNIV = UNIV"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   693
  using closed_UNIV by (rule closure_closed)
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   694
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   695
lemma closure_union [simp]: "closure (S \<union> T) = closure S \<union> closure T"
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   696
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   697
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   698
lemma closure_eq_empty: "closure S = {} \<longleftrightarrow> S = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   699
  using closure_empty closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   700
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   701
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   702
lemma closure_subset_eq: "closure S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   703
  using closure_eq[of S] closure_subset[of S]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   704
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   705
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   706
lemma open_inter_closure_eq_empty:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   707
  "open S \<Longrightarrow> (S \<inter> closure T) = {} \<longleftrightarrow> S \<inter> T = {}"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   708
  using open_subset_interior[of S "- T"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   709
  using interior_subset[of "- T"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   710
  unfolding closure_interior
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   711
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   712
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   713
lemma open_inter_closure_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   714
  "open S \<Longrightarrow> (S \<inter> (closure T)) \<subseteq> closure(S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   715
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   716
  fix x
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   717
  assume as: "open S" "x \<in> S \<inter> closure T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   718
  { assume *:"x islimpt T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   719
    have "x islimpt (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   720
    proof (rule islimptI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   721
      fix A
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   722
      assume "x \<in> A" "open A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   723
      with as have "x \<in> A \<inter> S" "open (A \<inter> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   724
        by (simp_all add: open_Int)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   725
      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
   726
        by (rule islimptE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   727
      hence "y \<in> S \<inter> T" "y \<in> A \<and> y \<noteq> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   728
        by simp_all
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   729
      thus "\<exists>y\<in>(S \<inter> T). y \<in> A \<and> y \<noteq> x" ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   730
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   731
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   732
  then show "x \<in> closure (S \<inter> T)" using as
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   733
    unfolding closure_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   734
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   735
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   736
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   737
lemma closure_complement: "closure (- S) = - interior S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   738
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   739
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   740
lemma interior_complement: "interior (- S) = - closure S"
44518
219a6fe4cfae add lemma closure_union;
huffman
parents: 44517
diff changeset
   741
  unfolding closure_interior by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   742
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   743
lemma closure_Times: "closure (A \<times> B) = closure A \<times> closure B"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   744
proof (rule closure_unique)
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   745
  show "A \<times> B \<subseteq> closure A \<times> closure B"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   746
    by (intro Sigma_mono closure_subset)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   747
  show "closed (closure A \<times> closure B)"
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   748
    by (intro closed_Times closed_closure)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   749
  fix T assume "A \<times> B \<subseteq> T" and "closed T" thus "closure A \<times> closure B \<subseteq> T"
44365
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   750
    apply (simp add: closed_def open_prod_def, clarify)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   751
    apply (rule ccontr)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   752
    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
   753
    apply (simp add: closure_interior interior_def)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   754
    apply (drule_tac x=C in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   755
    apply (drule_tac x=D in spec)
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   756
    apply auto
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   757
    done
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   758
qed
5daa55003649 add lemmas interior_Times and closure_Times
huffman
parents: 44342
diff changeset
   759
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   760
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   761
subsection {* Frontier (aka boundary) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   762
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   763
definition "frontier S = closure S - interior S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   764
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   765
lemma frontier_closed: "closed(frontier S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   766
  by (simp add: frontier_def closed_Diff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   767
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   768
lemma frontier_closures: "frontier S = (closure S) \<inter> (closure(- S))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   769
  by (auto simp add: frontier_def interior_closure)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   770
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   771
lemma frontier_straddle:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   772
  fixes a :: "'a::metric_space"
44909
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
   773
  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
   774
  unfolding frontier_def closure_interior
1f5d6eb73549 shorten proof of frontier_straddle
huffman
parents: 44907
diff changeset
   775
  by (auto simp add: mem_interior subset_eq ball_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   776
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   777
lemma frontier_subset_closed: "closed S \<Longrightarrow> frontier S \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   778
  by (metis frontier_def closure_closed Diff_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   779
34964
4e8be3c04d37 Replaced vec1 and dest_vec1 by abbreviation.
hoelzl
parents: 34291
diff changeset
   780
lemma frontier_empty[simp]: "frontier {} = {}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   781
  by (simp add: frontier_def)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   782
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   783
lemma frontier_subset_eq: "frontier S \<subseteq> S \<longleftrightarrow> closed S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   784
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   785
  { assume "frontier S \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   786
    hence "closure S \<subseteq> S" using interior_subset unfolding frontier_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   787
    hence "closed S" using closure_subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   788
  }
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
   789
  thus ?thesis using frontier_subset_closed[of S] ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   790
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   791
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   792
lemma frontier_complement: "frontier(- S) = frontier S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   793
  by (auto simp add: frontier_def closure_complement interior_complement)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   794
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   795
lemma frontier_disjoint_eq: "frontier S \<inter> S = {} \<longleftrightarrow> open S"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   796
  using frontier_complement frontier_subset_eq[of "- S"]
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
   797
  unfolding open_closed by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   798
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   799
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   800
subsection {* Filters and the ``eventually true'' quantifier *}
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   801
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   802
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   803
  at_infinity :: "'a::real_normed_vector filter" where
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   804
  "at_infinity = Abs_filter (\<lambda>P. \<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   805
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   806
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   807
  indirection :: "'a::real_normed_vector \<Rightarrow> 'a \<Rightarrow> 'a filter"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   808
    (infixr "indirection" 70) where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   809
  "a indirection v = (at a) within {b. \<exists>c\<ge>0. b - a = scaleR c v}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   810
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   811
text{* Prove That They are all filters. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   812
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   813
lemma eventually_at_infinity:
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   814
  "eventually P at_infinity \<longleftrightarrow> (\<exists>b. \<forall>x. norm x >= b \<longrightarrow> P x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   815
unfolding at_infinity_def
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   816
proof (rule eventually_Abs_filter, rule is_filter.intro)
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   817
  fix P Q :: "'a \<Rightarrow> bool"
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   818
  assume "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x" and "\<exists>s. \<forall>x. s \<le> norm x \<longrightarrow> Q x"
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   819
  then obtain r s where
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   820
    "\<forall>x. r \<le> norm x \<longrightarrow> P x" and "\<forall>x. s \<le> norm x \<longrightarrow> Q x" by auto
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   821
  then have "\<forall>x. max r s \<le> norm x \<longrightarrow> P x \<and> Q x" by simp
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   822
  then show "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x \<and> Q x" ..
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   823
qed auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   824
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
   825
text {* Identify Trivial limits, where we can't approach arbitrarily closely. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   826
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   827
lemma trivial_limit_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   828
  shows "trivial_limit (at a within S) \<longleftrightarrow> \<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   829
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   830
  assume "trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   831
  thus "\<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   832
    unfolding trivial_limit_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   833
    unfolding eventually_within eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   834
    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
   835
    apply (clarsimp simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   836
    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
   837
    apply (clarsimp, drule_tac x=y in bspec, simp_all)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   838
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   839
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   840
  assume "\<not> a islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   841
  thus "trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   842
    unfolding trivial_limit_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   843
    unfolding eventually_within eventually_at_topological
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   844
    unfolding islimpt_def
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   845
    apply clarsimp
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   846
    apply (rule_tac x=T in exI)
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   847
    apply auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   848
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   849
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   850
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   851
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
   852
  using trivial_limit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   853
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   854
lemma trivial_limit_at:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   855
  fixes a :: "'a::perfect_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   856
  shows "\<not> trivial_limit (at a)"
44571
bd91b77c4cd6 move class perfect_space into RealVector.thy;
huffman
parents: 44568
diff changeset
   857
  by (rule at_neq_bot)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   858
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   859
lemma trivial_limit_at_infinity:
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   860
  "\<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
   861
  unfolding trivial_limit_def eventually_at_infinity
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   862
  apply clarsimp
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   863
  apply (subgoal_tac "\<exists>x::'a. x \<noteq> 0", clarify)
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   864
   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
   865
  apply (cut_tac islimpt_UNIV [of "0::'a", unfolded islimpt_def])
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
   866
  apply (drule_tac x=UNIV in spec, simp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   867
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   868
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
   869
text {* Some property holds "sufficiently close" to the limit point. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   870
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   871
lemma eventually_at: (* FIXME: this replaces Limits.eventually_at *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   872
  "eventually P (at a) \<longleftrightarrow> (\<exists>d>0. \<forall>x. 0 < dist x a \<and> dist x a < d \<longrightarrow> P x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   873
unfolding eventually_at dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   874
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   875
lemma eventually_within: "eventually P (at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   876
        (\<exists>d>0. \<forall>x\<in>S. 0 < dist x a \<and> dist x a < d \<longrightarrow> P x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   877
unfolding eventually_within eventually_at dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   878
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   879
lemma eventually_within_le: "eventually P (at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   880
        (\<exists>d>0. \<forall>x\<in>S. 0 < dist x a \<and> dist x a <= d \<longrightarrow> P x)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   881
unfolding eventually_within
44668
31d41a0f6b5d simplify proof of Rats_dense_in_real;
huffman
parents: 44648
diff changeset
   882
by auto (metis dense order_le_less_trans)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   883
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   884
lemma eventually_happens: "eventually P net ==> trivial_limit net \<or> (\<exists>x. P x)"
36358
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   885
  unfolding trivial_limit_def
246493d61204 define nets directly as filters, instead of as filter bases
huffman
parents: 36336
diff changeset
   886
  by (auto elim: eventually_rev_mp)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   887
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   888
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
   889
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   890
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   891
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
   892
  by (simp add: filter_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   893
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   894
text{* Combining theorems for "eventually" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   895
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   896
lemma eventually_rev_mono:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   897
  "eventually P net \<Longrightarrow> (\<forall>x. P x \<longrightarrow> Q x) \<Longrightarrow> eventually Q net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   898
using eventually_mono [of P Q] by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   899
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   900
lemma not_eventually: "(\<forall>x. \<not> P x ) \<Longrightarrow> ~(trivial_limit net) ==> ~(eventually (\<lambda>x. P x) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   901
  by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   902
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   903
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
   904
subsection {* Limits *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   905
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   906
text{* Notation Lim to avoid collition with lim defined in analysis *}
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   907
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   908
definition Lim :: "'a filter \<Rightarrow> ('a \<Rightarrow> 'b::t2_space) \<Rightarrow> 'b"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
   909
  where "Lim A f = (THE l. (f ---> l) A)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   910
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   911
lemma Lim:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   912
 "(f ---> l) net \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   913
        trivial_limit net \<or>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   914
        (\<forall>e>0. eventually (\<lambda>x. dist (f x) l < e) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   915
  unfolding tendsto_iff trivial_limit_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   916
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   917
text{* Show that they yield usual definitions in the various cases. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   918
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   919
lemma Lim_within_le: "(f ---> l)(at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   920
           (\<forall>e>0. \<exists>d>0. \<forall>x\<in>S. 0 < dist x a  \<and> dist x a  <= d \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   921
  by (auto simp add: tendsto_iff eventually_within_le)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   922
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   923
lemma Lim_within: "(f ---> l) (at a within S) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   924
        (\<forall>e >0. \<exists>d>0. \<forall>x \<in> S. 0 < dist x a  \<and> dist x a  < d  \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   925
  by (auto simp add: tendsto_iff eventually_within)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   926
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   927
lemma Lim_at: "(f ---> l) (at a) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   928
        (\<forall>e >0. \<exists>d>0. \<forall>x. 0 < dist x a  \<and> dist x a  < d  \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   929
  by (auto simp add: tendsto_iff eventually_at)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   930
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   931
lemma Lim_at_infinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   932
  "(f ---> l) at_infinity \<longleftrightarrow> (\<forall>e>0. \<exists>b. \<forall>x. norm x >= b \<longrightarrow> dist (f x) l < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   933
  by (auto simp add: tendsto_iff eventually_at_infinity)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   934
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   935
lemma Lim_eventually: "eventually (\<lambda>x. f x = l) net \<Longrightarrow> (f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   936
  by (rule topological_tendstoI, auto elim: eventually_rev_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   937
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   938
text{* The expected monotonicity property. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   939
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   940
lemma Lim_within_empty: "(f ---> l) (net within {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   941
  unfolding tendsto_def Limits.eventually_within by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   942
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   943
lemma Lim_within_subset: "(f ---> l) (net within S) \<Longrightarrow> T \<subseteq> S \<Longrightarrow> (f ---> l) (net within T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   944
  unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   945
  by (auto elim!: eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   946
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   947
lemma Lim_Un: assumes "(f ---> l) (net within S)" "(f ---> l) (net within T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   948
  shows "(f ---> l) (net within (S \<union> T))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   949
  using assms unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   950
  apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   951
  apply (drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   952
  apply (drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   953
  apply (auto elim: eventually_elim2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   954
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   955
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   956
lemma Lim_Un_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   957
 "(f ---> l) (net within S) \<Longrightarrow> (f ---> l) (net within T) \<Longrightarrow>  S \<union> T = UNIV
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   958
        ==> (f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   959
  by (metis Lim_Un within_UNIV)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   960
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   961
text{* Interrelations between restricted and unrestricted limits. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   962
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   963
lemma Lim_at_within: "(f ---> l) net ==> (f ---> l)(net within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   964
  (* FIXME: rename *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   965
  unfolding tendsto_def Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   966
  apply (clarify, drule spec, drule (1) mp, drule (1) mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   967
  by (auto elim!: eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   968
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   969
lemma eventually_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   970
  assumes "x \<in> interior S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   971
  shows "eventually P (at x within S) \<longleftrightarrow> eventually P (at x)" (is "?lhs = ?rhs")
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   972
proof-
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
   973
  from assms obtain T where T: "open T" "x \<in> T" "T \<subseteq> S" ..
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   974
  { assume "?lhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   975
    then obtain A where "open A" "x \<in> A" "\<forall>y\<in>A. y \<noteq> x \<longrightarrow> y \<in> S \<longrightarrow> P y"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   976
      unfolding Limits.eventually_within Limits.eventually_at_topological
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   977
      by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   978
    with T have "open (A \<inter> T)" "x \<in> A \<inter> T" "\<forall>y\<in>(A \<inter> T). y \<noteq> x \<longrightarrow> P y"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   979
      by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   980
    then have "?rhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   981
      unfolding Limits.eventually_at_topological by auto
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   982
  } moreover
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   983
  { assume "?rhs" hence "?lhs"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   984
      unfolding Limits.eventually_within
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   985
      by (auto elim: eventually_elim1)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   986
  } ultimately
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   987
  show "?thesis" ..
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   988
qed
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   989
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   990
lemma at_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   991
  "x \<in> interior S \<Longrightarrow> at x within S = at x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   992
  by (simp add: filter_eq_iff eventually_within_interior)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   993
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   994
lemma at_within_open:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   995
  "\<lbrakk>x \<in> S; open S\<rbrakk> \<Longrightarrow> at x within S = at x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   996
  by (simp only: at_within_interior interior_open)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
   997
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   998
lemma Lim_within_open:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
   999
  fixes f :: "'a::topological_space \<Rightarrow> 'b::topological_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1000
  assumes"a \<in> S" "open S"
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1001
  shows "(f ---> l)(at a within S) \<longleftrightarrow> (f ---> l)(at a)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1002
  using assms by (simp only: at_within_open)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1003
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1004
lemma Lim_within_LIMSEQ:
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1005
  fixes a :: "'a::metric_space"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1006
  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
  1007
  shows "(X ---> L) (at a within T)"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1008
  using assms unfolding tendsto_def [where l=L]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1009
  by (simp add: sequentially_imp_eventually_within)
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1010
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1011
lemma Lim_right_bound:
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1012
  fixes f :: "real \<Rightarrow> real"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1013
  assumes mono: "\<And>a b. a \<in> I \<Longrightarrow> b \<in> I \<Longrightarrow> x < a \<Longrightarrow> a \<le> b \<Longrightarrow> f a \<le> f b"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1014
  assumes bnd: "\<And>a. a \<in> I \<Longrightarrow> x < a \<Longrightarrow> K \<le> f a"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1015
  shows "(f ---> Inf (f ` ({x<..} \<inter> I))) (at x within ({x<..} \<inter> I))"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1016
proof cases
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1017
  assume "{x<..} \<inter> I = {}" then show ?thesis by (simp add: Lim_within_empty)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1018
next
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1019
  assume [simp]: "{x<..} \<inter> I \<noteq> {}"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1020
  show ?thesis
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1021
  proof (rule Lim_within_LIMSEQ, safe)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1022
    fix S assume S: "\<forall>n. S n \<noteq> x \<and> S n \<in> {x <..} \<inter> I" "S ----> x"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1023
    
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1024
    show "(\<lambda>n. f (S n)) ----> Inf (f ` ({x<..} \<inter> I))"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1025
    proof (rule LIMSEQ_I, rule ccontr)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1026
      fix r :: real assume "0 < r"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1027
      with Inf_close[of "f ` ({x<..} \<inter> I)" r]
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1028
      obtain y where y: "x < y" "y \<in> I" "f y < Inf (f ` ({x <..} \<inter> I)) + r" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1029
      from `x < y` have "0 < y - x" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1030
      from S(2)[THEN LIMSEQ_D, OF this]
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1031
      obtain N where N: "\<And>n. N \<le> n \<Longrightarrow> \<bar>S n - x\<bar> < y - x" by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1032
      
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1033
      assume "\<not> (\<exists>N. \<forall>n\<ge>N. norm (f (S n) - Inf (f ` ({x<..} \<inter> I))) < r)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1034
      moreover have "\<And>n. Inf (f ` ({x<..} \<inter> I)) \<le> f (S n)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1035
        using S bnd by (intro Inf_lower[where z=K]) auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1036
      ultimately obtain n where n: "N \<le> n" "r + Inf (f ` ({x<..} \<inter> I)) \<le> f (S n)"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1037
        by (auto simp: not_less field_simps)
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1038
      with N[OF n(1)] mono[OF _ `y \<in> I`, of "S n"] S(1)[THEN spec, of n] y
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1039
      show False by auto
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1040
    qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1041
  qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1042
qed
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1043
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1044
text{* Another limit point characterization. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1045
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1046
lemma islimpt_sequential:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1047
  fixes x :: "'a::metric_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1048
  shows "x islimpt S \<longleftrightarrow> (\<exists>f. (\<forall>n::nat. f n \<in> S -{x}) \<and> (f ---> x) sequentially)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1049
    (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1050
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1051
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1052
  then obtain f where f:"\<forall>y. y>0 \<longrightarrow> f y \<in> S \<and> f y \<noteq> x \<and> dist (f y) x < y"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1053
    unfolding islimpt_approachable
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1054
    using choice[of "\<lambda>e y. e>0 \<longrightarrow> y\<in>S \<and> y\<noteq>x \<and> dist y x < e"] by auto
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1055
  let ?I = "\<lambda>n. inverse (real (Suc n))"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1056
  have "\<forall>n. f (?I n) \<in> S - {x}" using f by simp
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1057
  moreover have "(\<lambda>n. f (?I n)) ----> x"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1058
  proof (rule metric_tendsto_imp_tendsto)
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1059
    show "?I ----> 0"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1060
      by (rule LIMSEQ_inverse_real_of_nat)
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1061
    show "eventually (\<lambda>n. dist (f (?I n)) x \<le> dist (?I n) 0) sequentially"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1062
      by (simp add: norm_conv_dist [symmetric] less_imp_le f)
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1063
  qed
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1064
  ultimately show ?rhs by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1065
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1066
  assume ?rhs
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  1067
  then obtain f::"nat\<Rightarrow>'a"  where f:"(\<forall>n. f n \<in> S - {x})" "(\<forall>e>0. \<exists>N. \<forall>n\<ge>N. dist (f n) x < e)" unfolding LIMSEQ_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1068
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1069
    then obtain N where "dist (f N) x < e" using f(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1070
    moreover have "f N\<in>S" "f N \<noteq> x" using f(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1071
    ultimately have "\<exists>x'\<in>S. x' \<noteq> x \<and> dist x' x < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1072
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1073
  thus ?lhs unfolding islimpt_approachable by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1074
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1075
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1076
lemma Lim_inv: (* TODO: delete *)
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1077
  fixes f :: "'a \<Rightarrow> real" and A :: "'a filter"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1078
  assumes "(f ---> l) A" and "l \<noteq> 0"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1079
  shows "((inverse o f) ---> inverse l) A"
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1080
  unfolding o_def using assms by (rule tendsto_inverse)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1081
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1082
lemma Lim_null:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1083
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1084
  shows "(f ---> l) net \<longleftrightarrow> ((\<lambda>x. f(x) - l) ---> 0) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1085
  by (simp add: Lim dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1086
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1087
lemma Lim_null_comparison:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1088
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1089
  assumes "eventually (\<lambda>x. norm (f x) \<le> g x) net" "(g ---> 0) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1090
  shows "(f ---> 0) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1091
proof (rule metric_tendsto_imp_tendsto)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1092
  show "(g ---> 0) net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1093
  show "eventually (\<lambda>x. dist (f x) 0 \<le> dist (g x) 0) net"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1094
    using assms(1) by (rule eventually_elim1, simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1095
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1096
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1097
lemma Lim_transform_bound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1098
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1099
  fixes g :: "'a \<Rightarrow> 'c::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1100
  assumes "eventually (\<lambda>n. norm(f n) <= norm(g n)) net"  "(g ---> 0) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1101
  shows "(f ---> 0) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1102
  using assms(1) tendsto_norm_zero [OF assms(2)]
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1103
  by (rule Lim_null_comparison)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1104
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1105
text{* Deducing things about the limit from the elements. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1106
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1107
lemma Lim_in_closed_set:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1108
  assumes "closed S" "eventually (\<lambda>x. f(x) \<in> S) net" "\<not>(trivial_limit net)" "(f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1109
  shows "l \<in> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1110
proof (rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1111
  assume "l \<notin> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1112
  with `closed S` have "open (- S)" "l \<in> - S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1113
    by (simp_all add: open_Compl)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1114
  with assms(4) have "eventually (\<lambda>x. f x \<in> - S) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1115
    by (rule topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1116
  with assms(2) have "eventually (\<lambda>x. False) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1117
    by (rule eventually_elim2) simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1118
  with assms(3) show "False"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1119
    by (simp add: eventually_False)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1120
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1121
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1122
text{* Need to prove closed(cball(x,e)) before deducing this as a corollary. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1123
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1124
lemma Lim_dist_ubound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1125
  assumes "\<not>(trivial_limit net)" "(f ---> l) net" "eventually (\<lambda>x. dist a (f x) <= e) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1126
  shows "dist a l <= e"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1127
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1128
  have "dist a l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1129
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1130
    show "closed {..e}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1131
    show "eventually (\<lambda>x. dist a (f x) \<in> {..e}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1132
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1133
    show "((\<lambda>x. dist a (f x)) ---> dist a l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1134
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1135
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1136
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1137
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1138
lemma Lim_norm_ubound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1139
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1140
  assumes "\<not>(trivial_limit net)" "(f ---> l) net" "eventually (\<lambda>x. norm(f x) <= e) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1141
  shows "norm(l) <= e"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1142
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1143
  have "norm l \<in> {..e}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1144
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1145
    show "closed {..e}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1146
    show "eventually (\<lambda>x. norm (f x) \<in> {..e}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1147
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1148
    show "((\<lambda>x. norm (f x)) ---> norm l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1149
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1150
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1151
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1152
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1153
lemma Lim_norm_lbound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1154
  fixes f :: "'a \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1155
  assumes "\<not> (trivial_limit net)"  "(f ---> l) net"  "eventually (\<lambda>x. e <= norm(f x)) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1156
  shows "e \<le> norm l"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1157
proof-
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1158
  have "norm l \<in> {e..}"
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1159
  proof (rule Lim_in_closed_set)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1160
    show "closed {e..}" by simp
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1161
    show "eventually (\<lambda>x. norm (f x) \<in> {e..}) net" by (simp add: assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1162
    show "\<not> trivial_limit net" by fact
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1163
    show "((\<lambda>x. norm (f x)) ---> norm l) net" by (intro tendsto_intros assms)
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1164
  qed
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1165
  thus ?thesis by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1166
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1167
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1168
text{* Uniqueness of the limit, when nontrivial. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1169
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1170
lemma tendsto_Lim:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1171
  fixes f :: "'a \<Rightarrow> 'b::t2_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1172
  shows "~(trivial_limit net) \<Longrightarrow> (f ---> l) net ==> Lim net f = l"
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  1173
  unfolding Lim_def using tendsto_unique[of net f] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1174
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1175
text{* Limit under bilinear function *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1176
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1177
lemma Lim_bilinear:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1178
  assumes "(f ---> l) net" and "(g ---> m) net" and "bounded_bilinear h"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1179
  shows "((\<lambda>x. h (f x) (g x)) ---> (h l m)) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1180
using `bounded_bilinear h` `(f ---> l) net` `(g ---> m) net`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1181
by (rule bounded_bilinear.tendsto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1182
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1183
text{* These are special for limits out of the same vector space. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1184
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1185
lemma Lim_within_id: "(id ---> a) (at a within s)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1186
  unfolding id_def by (rule tendsto_ident_at_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1187
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1188
lemma Lim_at_id: "(id ---> a) (at a)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1189
  unfolding id_def by (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1190
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1191
lemma Lim_at_zero:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1192
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1193
  fixes l :: "'b::topological_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1194
  shows "(f ---> l) (at a) \<longleftrightarrow> ((\<lambda>x. f(a + x)) ---> l) (at 0)" (is "?lhs = ?rhs")
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1195
  using LIM_offset_zero LIM_offset_zero_cancel ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1196
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1197
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
  1198
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1199
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  1200
  netlimit :: "'a::t2_space filter \<Rightarrow> 'a" where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1201
  "netlimit net = (SOME a. ((\<lambda>x. x) ---> a) net)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1202
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1203
lemma netlimit_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1204
  assumes "\<not> trivial_limit (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1205
  shows "netlimit (at a within S) = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1206
unfolding netlimit_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1207
apply (rule some_equality)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1208
apply (rule Lim_at_within)
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  1209
apply (rule tendsto_ident_at)
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  1210
apply (erule tendsto_unique [OF assms])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1211
apply (rule Lim_at_within)
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  1212
apply (rule tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1213
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1214
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1215
lemma netlimit_at:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1216
  fixes a :: "'a::{perfect_space,t2_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1217
  shows "netlimit (at a) = a"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1218
  using netlimit_within [of a UNIV] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1219
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1220
lemma lim_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1221
  "x \<in> interior S \<Longrightarrow> (f ---> l) (at x within S) \<longleftrightarrow> (f ---> l) (at x)"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1222
  by (simp add: at_within_interior)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1223
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1224
lemma netlimit_within_interior:
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1225
  fixes x :: "'a::{t2_space,perfect_space}"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1226
  assumes "x \<in> interior S"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1227
  shows "netlimit (at x within S) = x"
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1228
using assms by (simp add: at_within_interior netlimit_at)
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1229
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1230
text{* Transformation of limit. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1231
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1232
lemma Lim_transform:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1233
  fixes f g :: "'a::type \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1234
  assumes "((\<lambda>x. f x - g x) ---> 0) net" "(f ---> l) net"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1235
  shows "(g ---> l) net"
44252
10362a07eb7c Topology_Euclidean_Space.thy: simplify some proofs
huffman
parents: 44250
diff changeset
  1236
  using tendsto_diff [OF assms(2) assms(1)] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1237
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1238
lemma Lim_transform_eventually:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1239
  "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
  1240
  apply (rule topological_tendstoI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1241
  apply (drule (2) topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1242
  apply (erule (1) eventually_elim2, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1243
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1244
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1245
lemma Lim_transform_within:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1246
  assumes "0 < d" and "\<forall>x'\<in>S. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1247
  and "(f ---> l) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1248
  shows "(g ---> l) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1249
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1250
  show "eventually (\<lambda>x. f x = g x) (at x within S)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1251
    unfolding eventually_within
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1252
    using assms(1,2) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1253
  show "(f ---> l) (at x within S)" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1254
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1255
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1256
lemma Lim_transform_at:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1257
  assumes "0 < d" and "\<forall>x'. 0 < dist x' x \<and> dist x' x < d \<longrightarrow> f x' = g x'"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1258
  and "(f ---> l) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1259
  shows "(g ---> l) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1260
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1261
  show "eventually (\<lambda>x. f x = g x) (at x)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1262
    unfolding eventually_at
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1263
    using assms(1,2) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1264
  show "(f ---> l) (at x)" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1265
qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1266
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1267
text{* Common case assuming being away from some crucial point like 0. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1268
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1269
lemma Lim_transform_away_within:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1270
  fixes a b :: "'a::t1_space"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1271
  assumes "a \<noteq> b" and "\<forall>x\<in>S. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1272
  and "(f ---> l) (at a within S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1273
  shows "(g ---> l) (at a within S)"
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1274
proof (rule Lim_transform_eventually)
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1275
  show "(f ---> l) (at a within S)" by fact
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1276
  show "eventually (\<lambda>x. f x = g x) (at a within S)"
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1277
    unfolding Limits.eventually_within eventually_at_topological
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1278
    by (rule exI [where x="- {b}"], simp add: open_Compl assms)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1279
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1280
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1281
lemma Lim_transform_away_at:
36669
c90c8a3ae1f7 generalize some lemmas to class t1_space
huffman
parents: 36668
diff changeset
  1282
  fixes a b :: "'a::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1283
  assumes ab: "a\<noteq>b" and fg: "\<forall>x. x \<noteq> a \<and> x \<noteq> b \<longrightarrow> f x = g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1284
  and fl: "(f ---> l) (at a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1285
  shows "(g ---> l) (at a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1286
  using Lim_transform_away_within[OF ab, of UNIV f g l] fg fl
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  1287
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1288
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1289
text{* Alternatively, within an open set. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1290
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1291
lemma Lim_transform_within_open:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1292
  assumes "open S" and "a \<in> S" and "\<forall>x\<in>S. x \<noteq> a \<longrightarrow> f x = g x"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1293
  and "(f ---> l) (at a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1294
  shows "(g ---> l) (at a)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1295
proof (rule Lim_transform_eventually)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1296
  show "eventually (\<lambda>x. f x = g x) (at a)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1297
    unfolding eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1298
    using assms(1,2,3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1299
  show "(f ---> l) (at a)" by fact
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1300
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1301
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1302
text{* A congruence rule allowing us to transform limits assuming not at point. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1303
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1304
(* FIXME: Only one congruence rule for tendsto can be used at a time! *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1305
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1306
lemma Lim_cong_within(*[cong add]*):
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1307
  assumes "a = b" "x = y" "S = T"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1308
  assumes "\<And>x. x \<noteq> b \<Longrightarrow> x \<in> T \<Longrightarrow> f x = g x"
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1309
  shows "(f ---> x) (at a within S) \<longleftrightarrow> (g ---> y) (at b within T)"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1310
  unfolding tendsto_def Limits.eventually_within eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1311
  using assms by simp
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1312
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1313
lemma Lim_cong_at(*[cong add]*):
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1314
  assumes "a = b" "x = y"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1315
  assumes "\<And>x. x \<noteq> a \<Longrightarrow> f x = g x"
43338
a150d16bf77c lemmas about right derivative and limits
hoelzl
parents: 42165
diff changeset
  1316
  shows "((\<lambda>x. f x) ---> x) (at a) \<longleftrightarrow> ((g ---> y) (at a))"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1317
  unfolding tendsto_def eventually_at_topological
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1318
  using assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1319
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1320
text{* Useful lemmas on closure and set of possible sequential limits.*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1321
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1322
lemma closure_sequential:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  1323
  fixes l :: "'a::metric_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1324
  shows "l \<in> closure S \<longleftrightarrow> (\<exists>x. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1325
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1326
  assume "?lhs" moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1327
  { assume "l \<in> S"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  1328
    hence "?rhs" using tendsto_const[of l sequentially] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1329
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1330
  { assume "l islimpt S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1331
    hence "?rhs" unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1332
  } ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1333
  show "?rhs" unfolding closure_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1334
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1335
  assume "?rhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1336
  thus "?lhs" unfolding closure_def unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1337
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1338
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1339
lemma closed_sequential_limits:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1340
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1341
  shows "closed S \<longleftrightarrow> (\<forall>x l. (\<forall>n. x n \<in> S) \<and> (x ---> l) sequentially \<longrightarrow> l \<in> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1342
  unfolding closed_limpt
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1343
  using closure_sequential [where 'a='a] closure_closed [where 'a='a] closed_limpt [where 'a='a] islimpt_sequential [where 'a='a] mem_delete [where 'a='a]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1344
  by metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1345
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1346
lemma closure_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1347
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1348
  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
  1349
  apply (auto simp add: closure_def islimpt_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1350
  by (metis dist_self)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1351
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1352
lemma closed_approachable:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1353
  fixes S :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1354
  shows "closed S ==> (\<forall>e>0. \<exists>y\<in>S. dist y x < e) \<longleftrightarrow> x \<in> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1355
  by (metis closure_closed closure_approachable)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1356
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1357
text{* Some other lemmas about sequences. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1358
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1359
lemma sequentially_offset:
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1360
  assumes "eventually (\<lambda>i. P i) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1361
  shows "eventually (\<lambda>i. P (i + k)) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1362
  using assms unfolding eventually_sequentially by (metis trans_le_add1)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1363
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1364
lemma seq_offset:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1365
  assumes "(f ---> l) sequentially"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  1366
  shows "((\<lambda>i. f (i + k)) ---> l) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1367
  using assms by (rule LIMSEQ_ignore_initial_segment) (* FIXME: redundant *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1368
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1369
lemma seq_offset_neg:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1370
  "(f ---> l) sequentially ==> ((\<lambda>i. f(i - k)) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1371
  apply (rule topological_tendstoI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1372
  apply (drule (2) topological_tendstoD)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1373
  apply (simp only: eventually_sequentially)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1374
  apply (subgoal_tac "\<And>N k (n::nat). N + k <= n ==> N <= n - k")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1375
  apply metis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1376
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1377
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1378
lemma seq_offset_rev:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1379
  "((\<lambda>i. f(i + k)) ---> l) sequentially ==> (f ---> l) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1380
  by (rule LIMSEQ_offset) (* FIXME: redundant *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1381
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1382
lemma seq_harmonic: "((\<lambda>n. inverse (real n)) ---> 0) sequentially"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  1383
  using LIMSEQ_inverse_real_of_nat by (rule LIMSEQ_imp_Suc)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1384
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1385
subsection {* More properties of closed balls *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1386
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1387
lemma closed_cball: "closed (cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1388
unfolding cball_def closed_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1389
unfolding Collect_neg_eq [symmetric] not_le
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1390
apply (clarsimp simp add: open_dist, rename_tac y)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1391
apply (rule_tac x="dist x y - e" in exI, clarsimp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1392
apply (rename_tac x')
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1393
apply (cut_tac x=x and y=x' and z=y in dist_triangle)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1394
apply simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1395
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1396
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1397
lemma open_contains_cball: "open S \<longleftrightarrow> (\<forall>x\<in>S. \<exists>e>0.  cball x e \<subseteq> S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1398
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1399
  { fix x and e::real assume "x\<in>S" "e>0" "ball x e \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1400
    hence "\<exists>d>0. cball x d \<subseteq> S" unfolding subset_eq by (rule_tac x="e/2" in exI, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1401
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1402
  { fix x and e::real assume "x\<in>S" "e>0" "cball x e \<subseteq> S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1403
    hence "\<exists>d>0. ball x d \<subseteq> S" unfolding subset_eq apply(rule_tac x="e/2" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1404
  } ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1405
  show ?thesis unfolding open_contains_ball by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1406
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1407
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1408
lemma open_contains_cball_eq: "open S ==> (\<forall>x. x \<in> S \<longleftrightarrow> (\<exists>e>0. cball x e \<subseteq> S))"
44170
510ac30f44c0 make Multivariate_Analysis work with separate set type
huffman
parents: 44167
diff changeset
  1409
  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
  1410
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1411
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
  1412
  apply (simp add: interior_def, safe)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1413
  apply (force simp add: open_contains_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1414
  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
  1415
  apply (simp add: subset_trans [OF ball_subset_cball])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1416
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1417
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1418
lemma islimpt_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1419
  fixes x y :: "'a::{real_normed_vector,perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1420
  shows "y islimpt ball x e \<longleftrightarrow> 0 < e \<and> y \<in> cball x e" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1421
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1422
  assume "?lhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1423
  { assume "e \<le> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1424
    hence *:"ball x e = {}" using ball_eq_empty[of x e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1425
    have False using `?lhs` unfolding * using islimpt_EMPTY[of y] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1426
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1427
  hence "e > 0" by (metis not_less)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1428
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1429
  have "y \<in> cball x e" using closed_cball[of x e] islimpt_subset[of y "ball x e" "cball x e"] ball_subset_cball[of x e] `?lhs` unfolding closed_limpt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1430
  ultimately show "?rhs" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1431
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1432
  assume "?rhs" hence "e>0"  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1433
  { fix d::real assume "d>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1434
    have "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1435
    proof(cases "d \<le> dist x y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1436
      case True thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1437
      proof(cases "x=y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1438
        case True hence False using `d \<le> dist x y` `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1439
        thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1440
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1441
        case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1442
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1443
        have "dist x (y - (d / (2 * dist y x)) *\<^sub>R (y - x))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1444
              = norm (x - y + (d / (2 * norm (y - x))) *\<^sub>R (y - x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1445
          unfolding mem_cball mem_ball dist_norm diff_diff_eq2 diff_add_eq[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1446
        also have "\<dots> = \<bar>- 1 + d / (2 * norm (x - y))\<bar> * norm (x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1447
          using scaleR_left_distrib[of "- 1" "d / (2 * norm (y - x))", THEN sym, of "y - x"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1448
          unfolding scaleR_minus_left scaleR_one
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1449
          by (auto simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1450
        also have "\<dots> = \<bar>- norm (x - y) + d / 2\<bar>"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1451
          unfolding abs_mult_pos[of "norm (x - y)", OF norm_ge_zero[of "x - y"]]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  1452
          unfolding left_distrib using `x\<noteq>y`[unfolded dist_nz, unfolded dist_norm] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1453
        also have "\<dots> \<le> e - d/2" using `d \<le> dist x y` and `d>0` and `?rhs` by(auto simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1454
        finally have "y - (d / (2 * dist y x)) *\<^sub>R (y - x) \<in> ball x e" using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1455
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1456
        moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1457
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1458
        have "(d / (2*dist y x)) *\<^sub>R (y - x) \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1459
          using `x\<noteq>y`[unfolded dist_nz] `d>0` unfolding scaleR_eq_0_iff by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1460
        moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1461
        have "dist (y - (d / (2 * dist y x)) *\<^sub>R (y - x)) y < d" unfolding dist_norm apply simp unfolding norm_minus_cancel
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1462
          using `d>0` `x\<noteq>y`[unfolded dist_nz] dist_commute[of x y]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1463
          unfolding dist_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1464
        ultimately show "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d" by (rule_tac  x="y - (d / (2*dist y x)) *\<^sub>R (y - x)" in bexI) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1465
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1466
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1467
      case False hence "d > dist x y" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1468
      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
  1469
      proof(cases "x=y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1470
        case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1471
        obtain z where **: "z \<noteq> y" "dist z y < min e d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1472
          using perfect_choose_dist[of "min e d" y]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1473
          using `d > 0` `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1474
        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
  1475
          unfolding `x = y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1476
          using `z \<noteq> y` **
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1477
          by (rule_tac x=z in bexI, auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1478
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1479
        case False thus "\<exists>x'\<in>ball x e. x' \<noteq> y \<and> dist x' y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1480
          using `d>0` `d > dist x y` `?rhs` by(rule_tac x=x in bexI, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1481
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1482
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1483
  thus "?lhs" unfolding mem_cball islimpt_approachable mem_ball by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1484
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1485
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1486
lemma closure_ball_lemma:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1487
  fixes x y :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1488
  assumes "x \<noteq> y" shows "y islimpt ball x (dist x y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1489
proof (rule islimptI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1490
  fix T assume "y \<in> T" "open T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1491
  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
  1492
    unfolding open_dist by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1493
  (* choose point between x and y, within distance r of y. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1494
  def k \<equiv> "min 1 (r / (2 * dist x y))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1495
  def z \<equiv> "y + scaleR k (x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1496
  have z_def2: "z = x + scaleR (1 - k) (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1497
    unfolding z_def by (simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1498
  have "dist z y < r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1499
    unfolding z_def k_def using `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1500
    by (simp add: dist_norm min_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1501
  hence "z \<in> T" using `\<forall>z. dist z y < r \<longrightarrow> z \<in> T` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1502
  have "dist x z < dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1503
    unfolding z_def2 dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1504
    apply (simp add: norm_minus_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1505
    apply (simp only: dist_norm [symmetric])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1506
    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
  1507
    apply (rule mult_strict_right_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1508
    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
  1509
    apply (simp add: zero_less_dist_iff `x \<noteq> y`)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1510
    done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1511
  hence "z \<in> ball x (dist x y)" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1512
  have "z \<noteq> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1513
    unfolding z_def k_def using `x \<noteq> y` `0 < r`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1514
    by (simp add: min_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1515
  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
  1516
    using `z \<in> ball x (dist x y)` `z \<in> T` `z \<noteq> y`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1517
    by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1518
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1519
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1520
lemma closure_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1521
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1522
  shows "0 < e \<Longrightarrow> closure (ball x e) = cball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1523
apply (rule equalityI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1524
apply (rule closure_minimal)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1525
apply (rule ball_subset_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1526
apply (rule closed_cball)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1527
apply (rule subsetI, rename_tac y)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1528
apply (simp add: le_less [where 'a=real])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1529
apply (erule disjE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1530
apply (rule subsetD [OF closure_subset], simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1531
apply (simp add: closure_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1532
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1533
apply (rule closure_ball_lemma)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1534
apply (simp add: zero_less_dist_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1535
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1536
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1537
(* In a trivial vector space, this fails for e = 0. *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1538
lemma interior_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1539
  fixes x :: "'a::{real_normed_vector, perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1540
  shows "interior (cball x e) = ball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1541
proof(cases "e\<ge>0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1542
  case False note cs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1543
  from cs have "ball x e = {}" using ball_empty[of e x] by auto moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1544
  { fix y assume "y \<in> cball x e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1545
    hence False unfolding mem_cball using dist_nz[of x y] cs by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1546
  hence "cball x e = {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1547
  hence "interior (cball x e) = {}" using interior_empty by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1548
  ultimately show ?thesis by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1549
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1550
  case True note cs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1551
  have "ball x e \<subseteq> cball x e" using ball_subset_cball by auto moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1552
  { fix S y assume as: "S \<subseteq> cball x e" "open S" "y\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1553
    then obtain d where "d>0" and d:"\<forall>x'. dist x' y < d \<longrightarrow> x' \<in> S" unfolding open_dist by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1554
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1555
    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
  1556
      using perfect_choose_dist [of d] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1557
    have "xa\<in>S" using d[THEN spec[where x=xa]] using xa by(auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1558
    hence xa_cball:"xa \<in> cball x e" using as(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1559
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1560
    hence "y \<in> ball x e" proof(cases "x = y")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1561
      case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1562
      hence "e>0" using xa_y[unfolded dist_nz] xa_cball[unfolded mem_cball] by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1563
      thus "y \<in> ball x e" using `x = y ` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1564
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1565
      case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1566
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) y < d" unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1567
        using `d>0` norm_ge_zero[of "y - x"] `x \<noteq> y` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1568
      hence *:"y + (d / 2 / dist y x) *\<^sub>R (y - x) \<in> cball x e" using d as(1)[unfolded subset_eq] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1569
      have "y - x \<noteq> 0" using `x \<noteq> y` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1570
      hence **:"d / (2 * norm (y - x)) > 0" unfolding zero_less_norm_iff[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1571
        using `d>0` divide_pos_pos[of d "2*norm (y - x)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1572
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1573
      have "dist (y + (d / 2 / dist y x) *\<^sub>R (y - x)) x = norm (y + (d / (2 * norm (y - x))) *\<^sub>R y - (d / (2 * norm (y - x))) *\<^sub>R x - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1574
        by (auto simp add: dist_norm algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1575
      also have "\<dots> = norm ((1 + d / (2 * norm (y - x))) *\<^sub>R (y - x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1576
        by (auto simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1577
      also have "\<dots> = \<bar>1 + d / (2 * norm (y - x))\<bar> * norm (y - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1578
        using ** by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1579
      also have "\<dots> = (dist y x) + d/2"using ** by (auto simp add: left_distrib dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1580
      finally have "e \<ge> dist x y +d/2" using *[unfolded mem_cball] by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1581
      thus "y \<in> ball x e" unfolding mem_ball using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1582
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1583
  hence "\<forall>S \<subseteq> cball x e. open S \<longrightarrow> S \<subseteq> ball x e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1584
  ultimately show ?thesis using interior_unique[of "ball x e" "cball x e"] using open_ball[of x e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1585
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1586
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1587
lemma frontier_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1588
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1589
  shows "0 < e ==> frontier(ball a e) = {x. dist a x = e}"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1590
  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
  1591
  apply (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1592
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1593
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1594
lemma frontier_cball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1595
  fixes a :: "'a::{real_normed_vector, perfect_space}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1596
  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
  1597
  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
  1598
  apply (simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1599
  by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1600
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1601
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
  1602
  apply (simp add: set_eq_iff not_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1603
  by (metis zero_le_dist dist_self order_less_le_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1604
lemma cball_empty: "e < 0 ==> cball x e = {}" by (simp add: cball_eq_empty)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1605
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1606
lemma cball_eq_sing:
44072
5b970711fb39 class perfect_space inherits from topological_space;
huffman
parents: 43338
diff changeset
  1607
  fixes x :: "'a::{metric_space,perfect_space}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1608
  shows "(cball x e = {x}) \<longleftrightarrow> e = 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1609
proof (rule linorder_cases)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1610
  assume e: "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1611
  obtain a where "a \<noteq> x" "dist a x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1612
    using perfect_choose_dist [OF e] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1613
  hence "a \<noteq> x" "dist x a \<le> e" by (auto simp add: dist_commute)
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  1614
  with e show ?thesis by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1615
qed auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1616
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1617
lemma cball_sing:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1618
  fixes x :: "'a::metric_space"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1619
  shows "e = 0 ==> cball x e = {x}"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  1620
  by (auto simp add: set_eq_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1621
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1622
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1623
subsection {* Boundedness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1624
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1625
  (* FIXME: This has to be unified with BSEQ!! *)
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  1626
definition (in metric_space)
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  1627
  bounded :: "'a set \<Rightarrow> bool" where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1628
  "bounded S \<longleftrightarrow> (\<exists>x e. \<forall>y\<in>S. dist x y \<le> e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1629
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1630
lemma bounded_any_center: "bounded S \<longleftrightarrow> (\<exists>e. \<forall>y\<in>S. dist a y \<le> e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1631
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1632
apply safe
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1633
apply (rule_tac x="dist a x + e" in exI, clarify)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1634
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1635
apply (erule order_trans [OF dist_triangle add_left_mono])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1636
apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1637
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1638
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1639
lemma bounded_iff: "bounded S \<longleftrightarrow> (\<exists>a. \<forall>x\<in>S. norm x \<le> a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1640
unfolding bounded_any_center [where a=0]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1641
by (simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1642
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1643
lemma bounded_empty[simp]: "bounded {}" by (simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1644
lemma bounded_subset: "bounded T \<Longrightarrow> S \<subseteq> T ==> bounded S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1645
  by (metis bounded_def subset_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1646
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1647
lemma bounded_interior[intro]: "bounded S ==> bounded(interior S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1648
  by (metis bounded_subset interior_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1649
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1650
lemma bounded_closure[intro]: assumes "bounded S" shows "bounded(closure S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1651
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1652
  from assms obtain x and a where a: "\<forall>y\<in>S. dist x y \<le> a" unfolding bounded_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1653
  { fix y assume "y \<in> closure S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1654
    then obtain f where f: "\<forall>n. f n \<in> S"  "(f ---> y) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1655
      unfolding closure_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1656
    have "\<forall>n. f n \<in> S \<longrightarrow> dist x (f n) \<le> a" using a by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1657
    hence "eventually (\<lambda>n. dist x (f n) \<le> a) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1658
      by (rule eventually_mono, simp add: f(1))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1659
    have "dist x y \<le> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1660
      apply (rule Lim_dist_ubound [of sequentially f])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1661
      apply (rule trivial_limit_sequentially)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1662
      apply (rule f(2))
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1663
      apply fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1664
      done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1665
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1666
  thus ?thesis unfolding bounded_def by auto
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 bounded_cball[simp,intro]: "bounded (cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1670
  apply (simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1671
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1672
  apply (rule_tac x=e in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1673
  apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1674
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1675
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1676
lemma bounded_ball[simp,intro]: "bounded(ball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1677
  by (metis ball_subset_cball bounded_cball bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1678
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1679
lemma finite_imp_bounded[intro]:
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1680
  fixes S :: "'a::metric_space set" assumes "finite S" shows "bounded S"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1681
proof-
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1682
  { fix a and F :: "'a set" assume as:"bounded F"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1683
    then obtain x e where "\<forall>y\<in>F. dist x y \<le> e" unfolding bounded_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1684
    hence "\<forall>y\<in>(insert a F). dist x y \<le> max e (dist x a)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1685
    hence "bounded (insert a F)" unfolding bounded_def by (intro exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1686
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1687
  thus ?thesis using finite_induct[of S bounded]  using bounded_empty assms by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1688
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1689
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1690
lemma bounded_Un[simp]: "bounded (S \<union> T) \<longleftrightarrow> bounded S \<and> bounded T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1691
  apply (auto simp add: bounded_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1692
  apply (rename_tac x y r s)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1693
  apply (rule_tac x=x in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1694
  apply (rule_tac x="max r (dist x y + s)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1695
  apply (rule ballI, rename_tac z, safe)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1696
  apply (drule (1) bspec, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1697
  apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1698
  apply (rule min_max.le_supI2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1699
  apply (erule order_trans [OF dist_triangle add_left_mono])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1700
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1701
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1702
lemma bounded_Union[intro]: "finite F \<Longrightarrow> (\<forall>S\<in>F. bounded S) \<Longrightarrow> bounded(\<Union>F)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1703
  by (induct rule: finite_induct[of F], auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1704
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1705
lemma bounded_pos: "bounded S \<longleftrightarrow> (\<exists>b>0. \<forall>x\<in> S. norm x <= b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1706
  apply (simp add: bounded_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1707
  apply (subgoal_tac "\<And>x (y::real). 0 < 1 + abs y \<and> (x <= y \<longrightarrow> x <= 1 + abs y)")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1708
  by metis arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1709
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1710
lemma bounded_Int[intro]: "bounded S \<or> bounded T \<Longrightarrow> bounded (S \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1711
  by (metis Int_lower1 Int_lower2 bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1712
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1713
lemma bounded_diff[intro]: "bounded S ==> bounded (S - T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1714
apply (metis Diff_subset bounded_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1715
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1716
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1717
lemma bounded_insert[intro]:"bounded(insert x S) \<longleftrightarrow> bounded S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1718
  by (metis Diff_cancel Un_empty_right Un_insert_right bounded_Un bounded_subset finite.emptyI finite_imp_bounded infinite_remove subset_insertI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1719
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1720
lemma not_bounded_UNIV[simp, intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1721
  "\<not> bounded (UNIV :: 'a::{real_normed_vector, perfect_space} set)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1722
proof(auto simp add: bounded_pos not_le)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1723
  obtain x :: 'a where "x \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1724
    using perfect_choose_dist [OF zero_less_one] by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1725
  fix b::real  assume b: "b >0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1726
  have b1: "b +1 \<ge> 0" using b by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1727
  with `x \<noteq> 0` have "b < norm (scaleR (b + 1) (sgn x))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1728
    by (simp add: norm_sgn)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1729
  then show "\<exists>x::'a. b < norm x" ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1730
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1731
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1732
lemma bounded_linear_image:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1733
  assumes "bounded S" "bounded_linear f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1734
  shows "bounded(f ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1735
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1736
  from assms(1) obtain b where b:"b>0" "\<forall>x\<in>S. norm x \<le> b" unfolding bounded_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1737
  from assms(2) obtain B where B:"B>0" "\<forall>x. norm (f x) \<le> B * norm x" using bounded_linear.pos_bounded by (auto simp add: mult_ac)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1738
  { fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1739
    hence "norm x \<le> b" using b by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1740
    hence "norm (f x) \<le> B * b" using B(2) apply(erule_tac x=x in allE)
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  1741
      by (metis B(1) B(2) order_trans mult_le_cancel_left_pos)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1742
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1743
  thus ?thesis unfolding bounded_pos apply(rule_tac x="b*B" in exI)
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  1744
    using b B mult_pos_pos [of b B] by (auto simp add: mult_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1745
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1746
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1747
lemma bounded_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1748
  fixes S :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1749
  shows "bounded S \<Longrightarrow> bounded ((\<lambda>x. c *\<^sub>R x) ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1750
  apply (rule bounded_linear_image, assumption)
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  1751
  apply (rule bounded_linear_scaleR_right)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1752
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1753
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1754
lemma bounded_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1755
  fixes S :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1756
  assumes "bounded S" shows "bounded ((\<lambda>x. a + x) ` S)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1757
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1758
  from assms obtain b where b:"b>0" "\<forall>x\<in>S. norm x \<le> b" unfolding bounded_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1759
  { fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1760
    hence "norm (a + x) \<le> b + norm a" using norm_triangle_ineq[of a x] b by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1761
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1762
  thus ?thesis unfolding bounded_pos using norm_ge_zero[of a] b(1) using add_strict_increasing[of b 0 "norm a"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1763
    by (auto intro!: add exI[of _ "b + norm a"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1764
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1765
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1766
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1767
text{* Some theorems on sups and infs using the notion "bounded". *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1768
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1769
lemma bounded_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1770
  fixes S :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1771
  shows "bounded S \<longleftrightarrow>  (\<exists>a. \<forall>x\<in>S. abs x <= a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1772
  by (simp add: bounded_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1773
33270
paulson
parents: 33175
diff changeset
  1774
lemma bounded_has_Sup:
paulson
parents: 33175
diff changeset
  1775
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1776
  assumes "bounded S" "S \<noteq> {}"
paulson
parents: 33175
diff changeset
  1777
  shows "\<forall>x\<in>S. x <= Sup S" and "\<forall>b. (\<forall>x\<in>S. x <= b) \<longrightarrow> Sup S <= b"
paulson
parents: 33175
diff changeset
  1778
proof
paulson
parents: 33175
diff changeset
  1779
  fix x assume "x\<in>S"
paulson
parents: 33175
diff changeset
  1780
  thus "x \<le> Sup S"
paulson
parents: 33175
diff changeset
  1781
    by (metis SupInf.Sup_upper abs_le_D1 assms(1) bounded_real)
paulson
parents: 33175
diff changeset
  1782
next
paulson
parents: 33175
diff changeset
  1783
  show "\<forall>b. (\<forall>x\<in>S. x \<le> b) \<longrightarrow> Sup S \<le> b" using assms
paulson
parents: 33175
diff changeset
  1784
    by (metis SupInf.Sup_least)
paulson
parents: 33175
diff changeset
  1785
qed
paulson
parents: 33175
diff changeset
  1786
paulson
parents: 33175
diff changeset
  1787
lemma Sup_insert:
paulson
parents: 33175
diff changeset
  1788
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1789
  shows "bounded S ==> Sup(insert x S) = (if S = {} then x else max x (Sup S))" 
paulson
parents: 33175
diff changeset
  1790
by auto (metis Int_absorb Sup_insert_nonempty assms bounded_has_Sup(1) disjoint_iff_not_equal) 
paulson
parents: 33175
diff changeset
  1791
paulson
parents: 33175
diff changeset
  1792
lemma Sup_insert_finite:
paulson
parents: 33175
diff changeset
  1793
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1794
  shows "finite S \<Longrightarrow> Sup(insert x S) = (if S = {} then x else max x (Sup S))"
paulson
parents: 33175
diff changeset
  1795
  apply (rule Sup_insert)
paulson
parents: 33175
diff changeset
  1796
  apply (rule finite_imp_bounded)
paulson
parents: 33175
diff changeset
  1797
  by simp
paulson
parents: 33175
diff changeset
  1798
paulson
parents: 33175
diff changeset
  1799
lemma bounded_has_Inf:
paulson
parents: 33175
diff changeset
  1800
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1801
  assumes "bounded S"  "S \<noteq> {}"
paulson
parents: 33175
diff changeset
  1802
  shows "\<forall>x\<in>S. x >= Inf S" and "\<forall>b. (\<forall>x\<in>S. x >= b) \<longrightarrow> Inf S >= b"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1803
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1804
  fix x assume "x\<in>S"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1805
  from assms(1) obtain a where a:"\<forall>x\<in>S. \<bar>x\<bar> \<le> a" unfolding bounded_real by auto
33270
paulson
parents: 33175
diff changeset
  1806
  thus "x \<ge> Inf S" using `x\<in>S`
paulson
parents: 33175
diff changeset
  1807
    by (metis Inf_lower_EX abs_le_D2 minus_le_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1808
next
33270
paulson
parents: 33175
diff changeset
  1809
  show "\<forall>b. (\<forall>x\<in>S. x >= b) \<longrightarrow> Inf S \<ge> b" using assms
paulson
parents: 33175
diff changeset
  1810
    by (metis SupInf.Inf_greatest)
paulson
parents: 33175
diff changeset
  1811
qed
paulson
parents: 33175
diff changeset
  1812
paulson
parents: 33175
diff changeset
  1813
lemma Inf_insert:
paulson
parents: 33175
diff changeset
  1814
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1815
  shows "bounded S ==> Inf(insert x S) = (if S = {} then x else min x (Inf S))" 
paulson
parents: 33175
diff changeset
  1816
by auto (metis Int_absorb Inf_insert_nonempty bounded_has_Inf(1) disjoint_iff_not_equal) 
paulson
parents: 33175
diff changeset
  1817
lemma Inf_insert_finite:
paulson
parents: 33175
diff changeset
  1818
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  1819
  shows "finite S ==> Inf(insert x S) = (if S = {} then x else min x (Inf S))"
paulson
parents: 33175
diff changeset
  1820
  by (rule Inf_insert, rule finite_imp_bounded, simp)
paulson
parents: 33175
diff changeset
  1821
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1822
(* TODO: Move this to RComplete.thy -- would need to include Glb into RComplete *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1823
lemma real_isGlb_unique: "[| isGlb R S x; isGlb R S y |] ==> x = (y::real)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1824
  apply (frule isGlb_isLb)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1825
  apply (frule_tac x = y in isGlb_isLb)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1826
  apply (blast intro!: order_antisym dest!: isGlb_le_isLb)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1827
  done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1828
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  1829
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1830
subsection {* Equivalent versions of compactness *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1831
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  1832
subsubsection{* Sequential compactness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1833
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1834
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1835
  compact :: "'a::metric_space set \<Rightarrow> bool" where (* TODO: generalize *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1836
  "compact S \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1837
   (\<forall>f. (\<forall>n. f n \<in> S) \<longrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1838
       (\<exists>l\<in>S. \<exists>r. subseq r \<and> ((f o r) ---> l) sequentially))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1839
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1840
lemma compactI:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1841
  assumes "\<And>f. \<forall>n. f n \<in> S \<Longrightarrow> \<exists>l\<in>S. \<exists>r. subseq r \<and> ((f o r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1842
  shows "compact S"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1843
  unfolding compact_def using assms by fast
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1844
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1845
lemma compactE:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1846
  assumes "compact S" "\<forall>n. f n \<in> S"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1847
  obtains l r where "l \<in> S" "subseq r" "((f \<circ> r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1848
  using assms unfolding compact_def by fast
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  1849
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1850
text {*
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1851
  A metric space (or topological vector space) is said to have the
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1852
  Heine-Borel property if every closed and bounded subset is compact.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1853
*}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1854
44207
ea99698c2070 locale-ize some definitions, so perfect_space and heine_borel can inherit from the proper superclasses
huffman
parents: 44170
diff changeset
  1855
class heine_borel = metric_space +
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1856
  assumes bounded_imp_convergent_subsequence:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1857
    "bounded s \<Longrightarrow> \<forall>n. f n \<in> s
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1858
      \<Longrightarrow> \<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1859
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1860
lemma bounded_closed_imp_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1861
  fixes s::"'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1862
  assumes "bounded s" and "closed s" shows "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1863
proof (unfold compact_def, clarify)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1864
  fix f :: "nat \<Rightarrow> 'a" assume f: "\<forall>n. f n \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1865
  obtain l r where r: "subseq r" and l: "((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1866
    using bounded_imp_convergent_subsequence [OF `bounded s` `\<forall>n. f n \<in> s`] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1867
  from f have fr: "\<forall>n. (f \<circ> r) n \<in> s" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1868
  have "l \<in> s" using `closed s` fr l
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1869
    unfolding closed_sequential_limits by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1870
  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
  1871
    using `l \<in> s` r l by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1872
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1873
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1874
lemma subseq_bigger: assumes "subseq r" shows "n \<le> r n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1875
proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1876
  show "0 \<le> r 0" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1877
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1878
  fix n assume "n \<le> r n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1879
  moreover have "r n < r (Suc n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1880
    using assms [unfolded subseq_def] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1881
  ultimately show "Suc n \<le> r (Suc n)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1882
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1883
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1884
lemma eventually_subseq:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1885
  assumes r: "subseq r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1886
  shows "eventually P sequentially \<Longrightarrow> eventually (\<lambda>n. P (r n)) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1887
unfolding eventually_sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1888
by (metis subseq_bigger [OF r] le_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1889
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1890
lemma lim_subseq:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1891
  "subseq r \<Longrightarrow> (s ---> l) sequentially \<Longrightarrow> ((s o r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1892
unfolding tendsto_def eventually_sequentially o_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1893
by (metis subseq_bigger le_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1894
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1895
lemma num_Axiom: "EX! g. g 0 = e \<and> (\<forall>n. g (Suc n) = f n (g n))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1896
  unfolding Ex1_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1897
  apply (rule_tac x="nat_rec e f" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1898
  apply (rule conjI)+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1899
apply (rule def_nat_rec_0, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1900
apply (rule allI, rule def_nat_rec_Suc, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1901
apply (rule allI, rule impI, rule ext)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1902
apply (erule conjE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1903
apply (induct_tac x)
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  1904
apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1905
apply (erule_tac x="n" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1906
apply (simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1907
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1908
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1909
lemma convergent_bounded_increasing: fixes s ::"nat\<Rightarrow>real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1910
  assumes "incseq s" and "\<forall>n. abs(s n) \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1911
  shows "\<exists> l. \<forall>e::real>0. \<exists> N. \<forall>n \<ge> N.  abs(s n - l) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1912
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1913
  have "isUb UNIV (range s) b" using assms(2) and abs_le_D1 unfolding isUb_def and setle_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1914
  then obtain t where t:"isLub UNIV (range s) t" using reals_complete[of "range s" ] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1915
  { fix e::real assume "e>0" and as:"\<forall>N. \<exists>n\<ge>N. \<not> \<bar>s n - t\<bar> < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1916
    { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1917
      obtain N where "N\<ge>n" and n:"\<bar>s N - t\<bar> \<ge> e" using as[THEN spec[where x=n]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1918
      have "t \<ge> s N" using isLub_isUb[OF t, unfolded isUb_def setle_def] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1919
      with n have "s N \<le> t - e" using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1920
      hence "s n \<le> t - e" using assms(1)[unfolded incseq_def, THEN spec[where x=n], THEN spec[where x=N]] using `n\<le>N` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1921
    hence "isUb UNIV (range s) (t - e)" unfolding isUb_def and setle_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1922
    hence False using isLub_le_isUb[OF t, of "t - e"] and `e>0` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1923
  thus ?thesis by blast
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 convergent_bounded_monotone: fixes s::"nat \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1927
  assumes "\<forall>n. abs(s n) \<le> b" and "monoseq s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1928
  shows "\<exists>l. \<forall>e::real>0. \<exists>N. \<forall>n\<ge>N. abs(s n - l) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1929
  using convergent_bounded_increasing[of s b] assms using convergent_bounded_increasing[of "\<lambda>n. - s n" b]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1930
  unfolding monoseq_def incseq_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1931
  apply auto unfolding minus_add_distrib[THEN sym, unfolded diff_minus[THEN sym]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1932
  unfolding abs_minus_cancel by(rule_tac x="-l" in exI)auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1933
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1934
(* TODO: merge this lemma with the ones above *)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1935
lemma bounded_increasing_convergent: fixes s::"nat \<Rightarrow> real"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1936
  assumes "bounded {s n| n::nat. True}"  "\<forall>n. (s n) \<le>(s(Suc n))"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1937
  shows "\<exists>l. (s ---> l) sequentially"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1938
proof-
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1939
  obtain a where a:"\<forall>n. \<bar> (s n)\<bar> \<le>  a" using assms(1)[unfolded bounded_iff] by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1940
  { fix m::nat
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1941
    have "\<And> n. n\<ge>m \<longrightarrow>  (s m) \<le> (s n)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1942
      apply(induct_tac n) apply simp using assms(2) apply(erule_tac x="na" in allE)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1943
      apply(case_tac "m \<le> na") unfolding not_less_eq_eq by(auto simp add: not_less_eq_eq)  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1944
  hence "\<forall>m n. m \<le> n \<longrightarrow> (s m) \<le> (s n)" by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1945
  then obtain l where "\<forall>e>0. \<exists>N. \<forall>n\<ge>N. \<bar> (s n) - l\<bar> < e" using convergent_bounded_monotone[OF a]
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1946
    unfolding monoseq_def by auto
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  1947
  thus ?thesis unfolding LIMSEQ_def apply(rule_tac x="l" in exI)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1948
    unfolding dist_norm  by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1949
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1950
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1951
lemma compact_real_lemma:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1952
  assumes "\<forall>n::nat. abs(s n) \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1953
  shows "\<exists>(l::real) r. subseq r \<and> ((s \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1954
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1955
  obtain r where r:"subseq r" "monoseq (\<lambda>n. s (r n))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1956
    using seq_monosub[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1957
  thus ?thesis using convergent_bounded_monotone[of "\<lambda>n. s (r n)" b] and assms
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1958
    unfolding tendsto_iff dist_norm eventually_sequentially by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1959
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1960
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1961
instance real :: heine_borel
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1962
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1963
  fix s :: "real set" and f :: "nat \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1964
  assume s: "bounded s" and f: "\<forall>n. f n \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1965
  then obtain b where b: "\<forall>n. abs (f n) \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1966
    unfolding bounded_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1967
  obtain l :: real and r :: "nat \<Rightarrow> nat" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1968
    r: "subseq r" and l: "((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1969
    using compact_real_lemma [OF b] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1970
  thus "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1971
    by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1972
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1973
44138
0c9feac80852 simplify proof of lemma bounded_component
huffman
parents: 44133
diff changeset
  1974
lemma bounded_component: "bounded s \<Longrightarrow> bounded ((\<lambda>x. x $$ i) ` s)"
0c9feac80852 simplify proof of lemma bounded_component
huffman
parents: 44133
diff changeset
  1975
  apply (erule bounded_linear_image)
0c9feac80852 simplify proof of lemma bounded_component
huffman
parents: 44133
diff changeset
  1976
  apply (rule bounded_linear_euclidean_component)
0c9feac80852 simplify proof of lemma bounded_component
huffman
parents: 44133
diff changeset
  1977
  done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1978
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1979
lemma compact_lemma:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1980
  fixes f :: "nat \<Rightarrow> 'a::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1981
  assumes "bounded s" and "\<forall>n. f n \<in> s"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1982
  shows "\<forall>d. \<exists>l::'a. \<exists> r. subseq r \<and>
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1983
        (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) $$ i) (l $$ i) < e) sequentially)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1984
proof
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1985
  fix d'::"nat set" def d \<equiv> "d' \<inter> {..<DIM('a)}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1986
  have "finite d" "d\<subseteq>{..<DIM('a)}" unfolding d_def by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1987
  hence "\<exists>l::'a. \<exists>r. subseq r \<and>
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1988
      (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r n) $$ i) (l $$ i) < e) sequentially)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1989
  proof(induct d) case empty thus ?case unfolding subseq_def by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1990
  next case (insert k d) have k[intro]:"k<DIM('a)" using insert by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1991
    have s': "bounded ((\<lambda>x. x $$ k) ` s)" using `bounded s` by (rule bounded_component)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1992
    obtain l1::"'a" and r1 where r1:"subseq r1" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1993
      lr1:"\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 n) $$ i) (l1 $$ i) < e) sequentially"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1994
      using insert(3) using insert(4) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1995
    have f': "\<forall>n. f (r1 n) $$ k \<in> (\<lambda>x. x $$ k) ` s" using `\<forall>n. f n \<in> s` by simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  1996
    obtain l2 r2 where r2:"subseq r2" and lr2:"((\<lambda>i. f (r1 (r2 i)) $$ k) ---> l2) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1997
      using bounded_imp_convergent_subsequence[OF s' f'] unfolding o_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1998
    def r \<equiv> "r1 \<circ> r2" have r:"subseq r"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  1999
      using r1 and r2 unfolding r_def o_def subseq_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2000
    moreover
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2001
    def l \<equiv> "(\<chi>\<chi> i. if i = k then l2 else l1$$i)::'a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2002
    { fix e::real assume "e>0"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2003
      from lr1 `e>0` have N1:"eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 n) $$ i) (l1 $$ i) < e) sequentially" by blast
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2004
      from lr2 `e>0` have N2:"eventually (\<lambda>n. dist (f (r1 (r2 n)) $$ k) l2 < e) sequentially" by (rule tendstoD)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2005
      from r2 N1 have N1': "eventually (\<lambda>n. \<forall>i\<in>d. dist (f (r1 (r2 n)) $$ i) (l1 $$ i) < e) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2006
        by (rule eventually_subseq)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2007
      have "eventually (\<lambda>n. \<forall>i\<in>(insert k d). dist (f (r n) $$ i) (l $$ i) < e) sequentially"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2008
        using N1' N2 apply(rule eventually_elim2) unfolding l_def r_def o_def
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2009
        using insert.prems by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2010
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2011
    ultimately show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2012
  qed
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2013
  thus "\<exists>l::'a. \<exists>r. subseq r \<and>
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2014
      (\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>d'. dist (f (r n) $$ i) (l $$ i) < e) sequentially)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2015
    apply safe apply(rule_tac x=l in exI,rule_tac x=r in exI) apply safe
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2016
    apply(erule_tac x=e in allE) unfolding d_def eventually_sequentially apply safe 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2017
    apply(rule_tac x=N in exI) apply safe apply(erule_tac x=n in allE,safe)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2018
    apply(erule_tac x=i in ballE) 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2019
  proof- fix i and r::"nat=>nat" and n::nat and e::real and l::'a
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2020
    assume "i\<in>d'" "i \<notin> d' \<inter> {..<DIM('a)}" and e:"e>0"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2021
    hence *:"i\<ge>DIM('a)" by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2022
    thus "dist (f (r n) $$ i) (l $$ i) < e" using e by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2023
  qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2024
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2025
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2026
instance euclidean_space \<subseteq> heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2027
proof
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2028
  fix s :: "'a set" and f :: "nat \<Rightarrow> 'a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2029
  assume s: "bounded s" and f: "\<forall>n. f n \<in> s"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2030
  then obtain l::'a and r where r: "subseq r"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2031
    and l: "\<forall>e>0. eventually (\<lambda>n. \<forall>i\<in>UNIV. dist (f (r n) $$ i) (l $$ i) < e) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2032
    using compact_lemma [OF s f] by blast
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2033
  let ?d = "{..<DIM('a)}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2034
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2035
    hence "0 < e / (real_of_nat (card ?d))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2036
      using DIM_positive using divide_pos_pos[of e, of "real_of_nat (card ?d)"] by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2037
    with l have "eventually (\<lambda>n. \<forall>i. dist (f (r n) $$ i) (l $$ i) < e / (real_of_nat (card ?d))) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2038
      by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2039
    moreover
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2040
    { fix n assume n: "\<forall>i. dist (f (r n) $$ i) (l $$ i) < e / (real_of_nat (card ?d))"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2041
      have "dist (f (r n)) l \<le> (\<Sum>i\<in>?d. dist (f (r n) $$ i) (l $$ i))"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2042
        apply(subst euclidean_dist_l2) using zero_le_dist by (rule setL2_le_setsum)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2043
      also have "\<dots> < (\<Sum>i\<in>?d. e / (real_of_nat (card ?d)))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2044
        apply(rule setsum_strict_mono) using n by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2045
      finally have "dist (f (r n)) l < e" unfolding setsum_constant
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  2046
        using DIM_positive[where 'a='a] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2047
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2048
    ultimately have "eventually (\<lambda>n. dist (f (r n)) l < e) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2049
      by (rule eventually_elim1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2050
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2051
  hence *:"((f \<circ> r) ---> l) sequentially" unfolding o_def tendsto_iff by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2052
  with r show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2053
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2054
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2055
lemma bounded_fst: "bounded s \<Longrightarrow> bounded (fst ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2056
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2057
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2058
apply (rule_tac x="a" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2059
apply (rule_tac x="e" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2060
apply clarsimp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2061
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2062
apply (simp add: dist_Pair_Pair)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2063
apply (erule order_trans [OF real_sqrt_sum_squares_ge1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2064
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2065
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2066
lemma bounded_snd: "bounded s \<Longrightarrow> bounded (snd ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2067
unfolding bounded_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2068
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2069
apply (rule_tac x="b" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2070
apply (rule_tac x="e" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2071
apply clarsimp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2072
apply (drule (1) bspec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2073
apply (simp add: dist_Pair_Pair)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2074
apply (erule order_trans [OF real_sqrt_sum_squares_ge2])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2075
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2076
37678
0040bafffdef "prod" and "sum" replace "*" and "+" respectively
haftmann
parents: 37649
diff changeset
  2077
instance prod :: (heine_borel, heine_borel) heine_borel
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2078
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2079
  fix s :: "('a * 'b) set" and f :: "nat \<Rightarrow> 'a * 'b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2080
  assume s: "bounded s" and f: "\<forall>n. f n \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2081
  from s have s1: "bounded (fst ` s)" by (rule bounded_fst)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2082
  from f have f1: "\<forall>n. fst (f n) \<in> fst ` s" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2083
  obtain l1 r1 where r1: "subseq r1"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2084
    and l1: "((\<lambda>n. fst (f (r1 n))) ---> l1) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2085
    using bounded_imp_convergent_subsequence [OF s1 f1]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2086
    unfolding o_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2087
  from s have s2: "bounded (snd ` s)" by (rule bounded_snd)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2088
  from f have f2: "\<forall>n. snd (f (r1 n)) \<in> snd ` s" by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2089
  obtain l2 r2 where r2: "subseq r2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2090
    and l2: "((\<lambda>n. snd (f (r1 (r2 n)))) ---> l2) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2091
    using bounded_imp_convergent_subsequence [OF s2 f2]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2092
    unfolding o_def by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2093
  have l1': "((\<lambda>n. fst (f (r1 (r2 n)))) ---> l1) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2094
    using lim_subseq [OF r2 l1] unfolding o_def .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2095
  have l: "((f \<circ> (r1 \<circ> r2)) ---> (l1, l2)) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2096
    using tendsto_Pair [OF l1' l2] unfolding o_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2097
  have r: "subseq (r1 \<circ> r2)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2098
    using r1 r2 unfolding subseq_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2099
  show "\<exists>l r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2100
    using l r by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2101
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2102
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2103
subsubsection{* Completeness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2104
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2105
lemma cauchy_def:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2106
  "Cauchy s \<longleftrightarrow> (\<forall>e>0. \<exists>N. \<forall>m n. m \<ge> N \<and> n \<ge> N --> dist(s m)(s n) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2107
unfolding Cauchy_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2108
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2109
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2110
  complete :: "'a::metric_space set \<Rightarrow> bool" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2111
  "complete s \<longleftrightarrow> (\<forall>f. (\<forall>n. f n \<in> s) \<and> Cauchy f
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2112
                      --> (\<exists>l \<in> s. (f ---> l) sequentially))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2113
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2114
lemma cauchy: "Cauchy s \<longleftrightarrow> (\<forall>e>0.\<exists> N::nat. \<forall>n\<ge>N. dist(s n)(s N) < e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2115
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2116
  { assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2117
    { fix e::real
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2118
      assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2119
      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
  2120
        by (erule_tac x="e/2" in allE) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2121
      { fix n m
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2122
        assume nm:"N \<le> m \<and> N \<le> n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2123
        hence "dist (s m) (s n) < e" using N
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2124
          using dist_triangle_half_l[of "s m" "s N" "e" "s n"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2125
          by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2126
      }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2127
      hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2128
        by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2129
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2130
    hence ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2131
      unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2132
      by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2133
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2134
  thus ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2135
    unfolding cauchy_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2136
    using dist_triangle_half_l
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2137
    by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2138
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2139
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2140
lemma convergent_imp_cauchy:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2141
 "(s ---> l) sequentially ==> Cauchy s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2142
proof(simp only: cauchy_def, rule, rule)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2143
  fix e::real assume "e>0" "(s ---> l) sequentially"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2144
  then obtain N::nat where N:"\<forall>n\<ge>N. dist (s n) l < e/2" unfolding LIMSEQ_def by(erule_tac x="e/2" in allE) auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2145
  thus "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < e"  using dist_triangle_half_l[of _ l e _] by (rule_tac x=N in exI) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2146
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2147
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2148
lemma cauchy_imp_bounded: assumes "Cauchy s" shows "bounded (range s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2149
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2150
  from assms obtain N::nat where "\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (s m) (s n) < 1" unfolding cauchy_def apply(erule_tac x= 1 in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2151
  hence N:"\<forall>n. N \<le> n \<longrightarrow> dist (s N) (s n) < 1" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2152
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2153
  have "bounded (s ` {0..N})" using finite_imp_bounded[of "s ` {1..N}"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2154
  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
  2155
    unfolding bounded_any_center [where a="s N"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2156
  ultimately show "?thesis"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2157
    unfolding bounded_any_center [where a="s N"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2158
    apply(rule_tac x="max a 1" in exI) apply auto
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2159
    apply(erule_tac x=y in allE) apply(erule_tac x=y in ballE) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2160
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2161
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2162
lemma compact_imp_complete: assumes "compact s" shows "complete s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2163
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2164
  { fix f assume as: "(\<forall>n::nat. f n \<in> s)" "Cauchy f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2165
    from as(1) obtain l r where lr: "l\<in>s" "subseq r" "((f \<circ> r) ---> l) sequentially" using assms unfolding compact_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2166
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2167
    note lr' = subseq_bigger [OF lr(2)]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2168
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2169
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2170
      from as(2) obtain N where N:"\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (f m) (f n) < e/2" unfolding cauchy_def using `e>0` apply (erule_tac x="e/2" in allE) by auto
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2171
      from lr(3)[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] obtain M where M:"\<forall>n\<ge>M. dist ((f \<circ> r) n) l < e/2" using `e>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2172
      { fix n::nat assume n:"n \<ge> max N M"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2173
        have "dist ((f \<circ> r) n) l < e/2" using n M by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2174
        moreover have "r n \<ge> N" using lr'[of n] n by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2175
        hence "dist (f n) ((f \<circ> r) n) < e / 2" using N using n by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2176
        ultimately have "dist (f n) l < e" using dist_triangle_half_r[of "f (r n)" "f n" e l] by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2177
      hence "\<exists>N. \<forall>n\<ge>N. dist (f n) l < e" by blast  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2178
    hence "\<exists>l\<in>s. (f ---> l) sequentially" using `l\<in>s` unfolding LIMSEQ_def by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2179
  thus ?thesis unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2180
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2181
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2182
instance heine_borel < complete_space
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2183
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2184
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2185
  hence "bounded (range f)"
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2186
    by (rule cauchy_imp_bounded)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2187
  hence "compact (closure (range f))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2188
    using bounded_closed_imp_compact [of "closure (range f)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2189
  hence "complete (closure (range f))"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2190
    by (rule compact_imp_complete)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2191
  moreover have "\<forall>n. f n \<in> closure (range f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2192
    using closure_subset [of "range f"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2193
  ultimately have "\<exists>l\<in>closure (range f). (f ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2194
    using `Cauchy f` unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2195
  then show "convergent f"
36660
1cc4ab4b7ff7 make (X ----> L) an abbreviation for (X ---> L) sequentially
huffman
parents: 36659
diff changeset
  2196
    unfolding convergent_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2197
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2198
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2199
instance euclidean_space \<subseteq> banach ..
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2200
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2201
lemma complete_univ: "complete (UNIV :: 'a::complete_space set)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2202
proof(simp add: complete_def, rule, rule)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2203
  fix f :: "nat \<Rightarrow> 'a" assume "Cauchy f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2204
  hence "convergent f" by (rule Cauchy_convergent)
36660
1cc4ab4b7ff7 make (X ----> L) an abbreviation for (X ---> L) sequentially
huffman
parents: 36659
diff changeset
  2205
  thus "\<exists>l. f ----> l" unfolding convergent_def .  
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2206
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2207
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2208
lemma complete_imp_closed: assumes "complete s" shows "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2209
proof -
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2210
  { fix x assume "x islimpt s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2211
    then obtain f where f: "\<forall>n. f n \<in> s - {x}" "(f ---> x) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2212
      unfolding islimpt_sequential by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2213
    then obtain l where l: "l\<in>s" "(f ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2214
      using `complete s`[unfolded complete_def] using convergent_imp_cauchy[of f x] by auto
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  2215
    hence "x \<in> s"  using tendsto_unique[of sequentially f l x] trivial_limit_sequentially f(2) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2216
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2217
  thus "closed s" unfolding closed_limpt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2218
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2219
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2220
lemma complete_eq_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2221
  fixes s :: "'a::complete_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2222
  shows "complete s \<longleftrightarrow> closed s" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2223
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2224
  assume ?lhs thus ?rhs by (rule complete_imp_closed)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2225
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2226
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2227
  { fix f assume as:"\<forall>n::nat. f n \<in> s" "Cauchy f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2228
    then obtain l where "(f ---> l) sequentially" using complete_univ[unfolded complete_def, THEN spec[where x=f]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2229
    hence "\<exists>l\<in>s. (f ---> l) sequentially" using `?rhs`[unfolded closed_sequential_limits, THEN spec[where x=f], THEN spec[where x=l]] using as(1) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2230
  thus ?lhs unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2231
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2232
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2233
lemma convergent_eq_cauchy:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2234
  fixes s :: "nat \<Rightarrow> 'a::complete_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2235
  shows "(\<exists>l. (s ---> l) sequentially) \<longleftrightarrow> Cauchy s"
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2236
  unfolding Cauchy_convergent_iff convergent_def ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2237
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2238
lemma convergent_imp_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2239
  fixes s :: "nat \<Rightarrow> 'a::metric_space"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2240
  shows "(s ---> l) sequentially \<Longrightarrow> bounded (range s)"
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2241
  by (intro cauchy_imp_bounded convergent_imp_cauchy)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2242
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2243
subsubsection{* Total boundedness *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2244
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2245
fun helper_1::"('a::metric_space set) \<Rightarrow> real \<Rightarrow> nat \<Rightarrow> 'a" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2246
  "helper_1 s e n = (SOME y::'a. y \<in> s \<and> (\<forall>m<n. \<not> (dist (helper_1 s e m) y < e)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2247
declare helper_1.simps[simp del]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2248
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2249
lemma compact_imp_totally_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2250
  assumes "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2251
  shows "\<forall>e>0. \<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> (\<Union>((\<lambda>x. ball x e) ` k))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2252
proof(rule, rule, rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2253
  fix e::real assume "e>0" and assm:"\<not> (\<exists>k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> \<Union>(\<lambda>x. ball x e) ` k)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2254
  def x \<equiv> "helper_1 s e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2255
  { fix n
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2256
    have "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2257
    proof(induct_tac rule:nat_less_induct)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2258
      fix n  def Q \<equiv> "(\<lambda>y. y \<in> s \<and> (\<forall>m<n. \<not> dist (x m) y < e))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2259
      assume as:"\<forall>m<n. x m \<in> s \<and> (\<forall>ma<m. \<not> dist (x ma) (x m) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2260
      have "\<not> s \<subseteq> (\<Union>x\<in>x ` {0..<n}. ball x e)" using assm apply simp apply(erule_tac x="x ` {0 ..< n}" in allE) using as by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2261
      then obtain z where z:"z\<in>s" "z \<notin> (\<Union>x\<in>x ` {0..<n}. ball x e)" unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2262
      have "Q (x n)" unfolding x_def and helper_1.simps[of s e n]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2263
        apply(rule someI2[where a=z]) unfolding x_def[symmetric] and Q_def using z by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2264
      thus "x n \<in> s \<and> (\<forall>m<n. \<not> dist (x m) (x n) < e)" unfolding Q_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2265
    qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2266
  hence "\<forall>n::nat. x n \<in> s" and x:"\<forall>n. \<forall>m < n. \<not> (dist (x m) (x n) < e)" by blast+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2267
  then obtain l r where "l\<in>s" and r:"subseq r" and "((x \<circ> r) ---> l) sequentially" using assms(1)[unfolded compact_def, THEN spec[where x=x]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2268
  from this(3) have "Cauchy (x \<circ> r)" using convergent_imp_cauchy by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2269
  then obtain N::nat where N:"\<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist ((x \<circ> r) m) ((x \<circ> r) n) < e" unfolding cauchy_def using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2270
  show False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2271
    using N[THEN spec[where x=N], THEN spec[where x="N+1"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2272
    using r[unfolded subseq_def, THEN spec[where x=N], THEN spec[where x="N+1"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2273
    using x[THEN spec[where x="r (N+1)"], THEN spec[where x="r (N)"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2274
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2275
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2276
subsubsection{* Heine-Borel theorem *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2277
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2278
text {* Following Burkill \& Burkill vol. 2. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2279
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2280
lemma heine_borel_lemma: fixes s::"'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2281
  assumes "compact s"  "s \<subseteq> (\<Union> t)"  "\<forall>b \<in> t. open b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2282
  shows "\<exists>e>0. \<forall>x \<in> s. \<exists>b \<in> t. ball x e \<subseteq> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2283
proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2284
  assume "\<not> (\<exists>e>0. \<forall>x\<in>s. \<exists>b\<in>t. ball x e \<subseteq> b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2285
  hence cont:"\<forall>e>0. \<exists>x\<in>s. \<forall>xa\<in>t. \<not> (ball x e \<subseteq> xa)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2286
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2287
    have "1 / real (n + 1) > 0" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2288
    hence "\<exists>x. x\<in>s \<and> (\<forall>xa\<in>t. \<not> (ball x (inverse (real (n+1))) \<subseteq> xa))" using cont unfolding Bex_def by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2289
  hence "\<forall>n::nat. \<exists>x. x \<in> s \<and> (\<forall>xa\<in>t. \<not> ball x (inverse (real (n + 1))) \<subseteq> xa)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2290
  then obtain f where f:"\<forall>n::nat. f n \<in> s \<and> (\<forall>xa\<in>t. \<not> ball (f n) (inverse (real (n + 1))) \<subseteq> xa)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2291
    using choice[of "\<lambda>n::nat. \<lambda>x. x\<in>s \<and> (\<forall>xa\<in>t. \<not> ball x (inverse (real (n + 1))) \<subseteq> xa)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2292
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2293
  then obtain l r where l:"l\<in>s" and r:"subseq r" and lr:"((f \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2294
    using assms(1)[unfolded compact_def, THEN spec[where x=f]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2295
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2296
  obtain b where "l\<in>b" "b\<in>t" using assms(2) and l by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2297
  then obtain e where "e>0" and e:"\<forall>z. dist z l < e \<longrightarrow> z\<in>b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2298
    using assms(3)[THEN bspec[where x=b]] unfolding open_dist by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2299
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2300
  then obtain N1 where N1:"\<forall>n\<ge>N1. dist ((f \<circ> r) n) l < e / 2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2301
    using lr[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2302
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2303
  obtain N2::nat where N2:"N2>0" "inverse (real N2) < e /2" using real_arch_inv[of "e/2"] and `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2304
  have N2':"inverse (real (r (N1 + N2) +1 )) < e/2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2305
    apply(rule order_less_trans) apply(rule less_imp_inverse_less) using N2
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2306
    using subseq_bigger[OF r, of "N1 + N2"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2307
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2308
  def x \<equiv> "(f (r (N1 + N2)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2309
  have x:"\<not> ball x (inverse (real (r (N1 + N2) + 1))) \<subseteq> b" unfolding x_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2310
    using f[THEN spec[where x="r (N1 + N2)"]] using `b\<in>t` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2311
  have "\<exists>y\<in>ball x (inverse (real (r (N1 + N2) + 1))). y\<notin>b" apply(rule ccontr) using x by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2312
  then obtain y where y:"y \<in> ball x (inverse (real (r (N1 + N2) + 1)))" "y \<notin> b" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2313
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2314
  have "dist x l < e/2" using N1 unfolding x_def o_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2315
  hence "dist y l < e" using y N2' using dist_triangle[of y l x]by (auto simp add:dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2316
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2317
  thus False using e and `y\<notin>b` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2318
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2319
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2320
lemma compact_imp_heine_borel: "compact s ==> (\<forall>f. (\<forall>t \<in> f. open t) \<and> s \<subseteq> (\<Union> f)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2321
               \<longrightarrow> (\<exists>f'. f' \<subseteq> f \<and> finite f' \<and> s \<subseteq> (\<Union> f')))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2322
proof clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2323
  fix f assume "compact s" " \<forall>t\<in>f. open t" "s \<subseteq> \<Union>f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2324
  then obtain e::real where "e>0" and "\<forall>x\<in>s. \<exists>b\<in>f. ball x e \<subseteq> b" using heine_borel_lemma[of s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2325
  hence "\<forall>x\<in>s. \<exists>b. b\<in>f \<and> ball x e \<subseteq> b" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2326
  hence "\<exists>bb. \<forall>x\<in>s. bb x \<in>f \<and> ball x e \<subseteq> bb x" using bchoice[of s "\<lambda>x b. b\<in>f \<and> ball x e \<subseteq> b"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2327
  then obtain  bb where bb:"\<forall>x\<in>s. (bb x) \<in> f \<and> ball x e \<subseteq> (bb x)" by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2328
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2329
  from `compact s` have  "\<exists> k. finite k \<and> k \<subseteq> s \<and> s \<subseteq> \<Union>(\<lambda>x. ball x e) ` k" using compact_imp_totally_bounded[of s] `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2330
  then obtain k where k:"finite k" "k \<subseteq> s" "s \<subseteq> \<Union>(\<lambda>x. ball x e) ` k" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2331
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2332
  have "finite (bb ` k)" using k(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2333
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2334
  { fix x assume "x\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2335
    hence "x\<in>\<Union>(\<lambda>x. ball x e) ` k" using k(3)  unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2336
    hence "\<exists>X\<in>bb ` k. x \<in> X" using bb k(2) by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2337
    hence "x \<in> \<Union>(bb ` k)" using  Union_iff[of x "bb ` k"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2338
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2339
  ultimately show "\<exists>f'\<subseteq>f. finite f' \<and> s \<subseteq> \<Union>f'" using bb k(2) by (rule_tac x="bb ` k" in exI) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2340
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2341
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2342
subsubsection {* Bolzano-Weierstrass property *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2343
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2344
lemma heine_borel_imp_bolzano_weierstrass:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2345
  assumes "\<forall>f. (\<forall>t \<in> f. open t) \<and> s \<subseteq> (\<Union> f) --> (\<exists>f'. f' \<subseteq> f \<and> finite f' \<and> s \<subseteq> (\<Union> f'))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2346
          "infinite t"  "t \<subseteq> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2347
  shows "\<exists>x \<in> s. x islimpt t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2348
proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2349
  assume "\<not> (\<exists>x \<in> s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2350
  then obtain f where f:"\<forall>x\<in>s. x \<in> f x \<and> open (f x) \<and> (\<forall>y\<in>t. y \<in> f x \<longrightarrow> y = x)" unfolding islimpt_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2351
    using bchoice[of s "\<lambda> x T. x \<in> T \<and> open T \<and> (\<forall>y\<in>t. y \<in> T \<longrightarrow> y = x)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2352
  obtain g where g:"g\<subseteq>{t. \<exists>x. x \<in> s \<and> t = f x}" "finite g" "s \<subseteq> \<Union>g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2353
    using assms(1)[THEN spec[where x="{t. \<exists>x. x\<in>s \<and> t = f x}"]] using f by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2354
  from g(1,3) have g':"\<forall>x\<in>g. \<exists>xa \<in> s. x = f xa" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2355
  { fix x y assume "x\<in>t" "y\<in>t" "f x = f y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2356
    hence "x \<in> f x"  "y \<in> f x \<longrightarrow> y = x" using f[THEN bspec[where x=x]] and `t\<subseteq>s` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2357
    hence "x = y" using `f x = f y` and f[THEN bspec[where x=y]] and `y\<in>t` and `t\<subseteq>s` by auto  }
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  2358
  hence "inj_on f t" unfolding inj_on_def by simp
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  2359
  hence "infinite (f ` t)" using assms(2) using finite_imageD by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2360
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2361
  { fix x assume "x\<in>t" "f x \<notin> g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2362
    from g(3) assms(3) `x\<in>t` obtain h where "h\<in>g" and "x\<in>h" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2363
    then obtain y where "y\<in>s" "h = f y" using g'[THEN bspec[where x=h]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2364
    hence "y = x" using f[THEN bspec[where x=y]] and `x\<in>t` and `x\<in>h`[unfolded `h = f y`] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2365
    hence False using `f x \<notin> g` `h\<in>g` unfolding `h = f y` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2366
  hence "f ` t \<subseteq> g" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2367
  ultimately show False using g(2) using finite_subset by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2368
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2369
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2370
subsubsection {* Complete the chain of compactness variants *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2371
44073
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2372
lemma islimpt_range_imp_convergent_subsequence:
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2373
  fixes f :: "nat \<Rightarrow> 'a::metric_space"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2374
  assumes "l islimpt (range f)"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2375
  shows "\<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2376
proof (intro exI conjI)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2377
  have *: "\<And>e. 0 < e \<Longrightarrow> \<exists>n. 0 < dist (f n) l \<and> dist (f n) l < e"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2378
    using assms unfolding islimpt_def
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2379
    by (drule_tac x="ball l e" in spec)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2380
       (auto simp add: zero_less_dist_iff dist_commute)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2381
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2382
  def t \<equiv> "\<lambda>e. LEAST n. 0 < dist (f n) l \<and> dist (f n) l < e"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2383
  have f_t_neq: "\<And>e. 0 < e \<Longrightarrow> 0 < dist (f (t e)) l"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2384
    unfolding t_def by (rule LeastI2_ex [OF * conjunct1])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2385
  have f_t_closer: "\<And>e. 0 < e \<Longrightarrow> dist (f (t e)) l < e"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2386
    unfolding t_def by (rule LeastI2_ex [OF * conjunct2])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2387
  have t_le: "\<And>n e. 0 < dist (f n) l \<Longrightarrow> dist (f n) l < e \<Longrightarrow> t e \<le> n"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2388
    unfolding t_def by (simp add: Least_le)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2389
  have less_tD: "\<And>n e. n < t e \<Longrightarrow> 0 < dist (f n) l \<Longrightarrow> e \<le> dist (f n) l"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2390
    unfolding t_def by (drule not_less_Least) simp
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2391
  have t_antimono: "\<And>e e'. 0 < e \<Longrightarrow> e \<le> e' \<Longrightarrow> t e' \<le> t e"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2392
    apply (rule t_le)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2393
    apply (erule f_t_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2394
    apply (erule (1) less_le_trans [OF f_t_closer])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2395
    done
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2396
  have t_dist_f_neq: "\<And>n. 0 < dist (f n) l \<Longrightarrow> t (dist (f n) l) \<noteq> n"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2397
    by (drule f_t_closer) auto
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2398
  have t_less: "\<And>e. 0 < e \<Longrightarrow> t e < t (dist (f (t e)) l)"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2399
    apply (subst less_le)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2400
    apply (rule conjI)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2401
    apply (rule t_antimono)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2402
    apply (erule f_t_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2403
    apply (erule f_t_closer [THEN less_imp_le])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2404
    apply (rule t_dist_f_neq [symmetric])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2405
    apply (erule f_t_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2406
    done
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2407
  have dist_f_t_less':
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2408
    "\<And>e e'. 0 < e \<Longrightarrow> 0 < e' \<Longrightarrow> t e \<le> t e' \<Longrightarrow> dist (f (t e')) l < e"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2409
    apply (simp add: le_less)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2410
    apply (erule disjE)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2411
    apply (rule less_trans)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2412
    apply (erule f_t_closer)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2413
    apply (rule le_less_trans)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2414
    apply (erule less_tD)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2415
    apply (erule f_t_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2416
    apply (erule f_t_closer)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2417
    apply (erule subst)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2418
    apply (erule f_t_closer)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2419
    done
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2420
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2421
  def r \<equiv> "nat_rec (t 1) (\<lambda>_ x. t (dist (f x) l))"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2422
  have r_simps: "r 0 = t 1" "\<And>n. r (Suc n) = t (dist (f (r n)) l)"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2423
    unfolding r_def by simp_all
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2424
  have f_r_neq: "\<And>n. 0 < dist (f (r n)) l"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2425
    by (induct_tac n) (simp_all add: r_simps f_t_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2426
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2427
  show "subseq r"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2428
    unfolding subseq_Suc_iff
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2429
    apply (rule allI)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2430
    apply (case_tac n)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2431
    apply (simp_all add: r_simps)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2432
    apply (rule t_less, rule zero_less_one)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2433
    apply (rule t_less, rule f_r_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2434
    done
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2435
  show "((f \<circ> r) ---> l) sequentially"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2436
    unfolding LIMSEQ_def o_def
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2437
    apply (clarify, rename_tac e, rule_tac x="t e" in exI, clarify)
44073
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2438
    apply (drule le_trans, rule seq_suble [OF `subseq r`])
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2439
    apply (case_tac n, simp_all add: r_simps dist_f_t_less' f_r_neq)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2440
    done
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2441
qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2442
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2443
lemma finite_range_imp_infinite_repeats:
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2444
  fixes f :: "nat \<Rightarrow> 'a"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2445
  assumes "finite (range f)"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2446
  shows "\<exists>k. infinite {n. f n = k}"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2447
proof -
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2448
  { fix A :: "'a set" assume "finite A"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2449
    hence "\<And>f. infinite {n. f n \<in> A} \<Longrightarrow> \<exists>k. infinite {n. f n = k}"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2450
    proof (induct)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2451
      case empty thus ?case by simp
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2452
    next
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2453
      case (insert x A)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2454
     show ?case
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2455
      proof (cases "finite {n. f n = x}")
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2456
        case True
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2457
        with `infinite {n. f n \<in> insert x A}`
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2458
        have "infinite {n. f n \<in> A}" by simp
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2459
        thus "\<exists>k. infinite {n. f n = k}" by (rule insert)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2460
      next
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2461
        case False thus "\<exists>k. infinite {n. f n = k}" ..
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2462
      qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2463
    qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2464
  } note H = this
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2465
  from assms show "\<exists>k. infinite {n. f n = k}"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2466
    by (rule H) simp
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2467
qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2468
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2469
lemma bolzano_weierstrass_imp_compact:
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2470
  fixes s :: "'a::metric_space set"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2471
  assumes "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t)"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2472
  shows "compact s"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2473
proof -
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2474
  { fix f :: "nat \<Rightarrow> 'a" assume f: "\<forall>n. f n \<in> s"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2475
    have "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2476
    proof (cases "finite (range f)")
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2477
      case True
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2478
      hence "\<exists>l. infinite {n. f n = l}"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2479
        by (rule finite_range_imp_infinite_repeats)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2480
      then obtain l where "infinite {n. f n = l}" ..
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2481
      hence "\<exists>r. subseq r \<and> (\<forall>n. r n \<in> {n. f n = l})"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2482
        by (rule infinite_enumerate)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2483
      then obtain r where "subseq r" and fr: "\<forall>n. f (r n) = l" by auto
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2484
      hence "subseq r \<and> ((f \<circ> r) ---> l) sequentially"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  2485
        unfolding o_def by (simp add: fr tendsto_const)
44073
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2486
      hence "\<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2487
        by - (rule exI)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2488
      from f have "\<forall>n. f (r n) \<in> s" by simp
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2489
      hence "l \<in> s" by (simp add: fr)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2490
      thus "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2491
        by (rule rev_bexI) fact
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2492
    next
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2493
      case False
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2494
      with f assms have "\<exists>x\<in>s. x islimpt (range f)" by auto
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2495
      then obtain l where "l \<in> s" "l islimpt (range f)" ..
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2496
      have "\<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2497
        using `l islimpt (range f)`
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2498
        by (rule islimpt_range_imp_convergent_subsequence)
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2499
      with `l \<in> s` show "\<exists>l\<in>s. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially" ..
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2500
    qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2501
  }
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2502
  thus ?thesis unfolding compact_def by auto
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2503
qed
efd1ea744101 lemma bolzano_weierstrass_imp_compact
huffman
parents: 44072
diff changeset
  2504
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2505
primrec helper_2::"(real \<Rightarrow> 'a::metric_space) \<Rightarrow> nat \<Rightarrow> 'a" where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2506
  "helper_2 beyond 0 = beyond 0" |
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2507
  "helper_2 beyond (Suc n) = beyond (dist undefined (helper_2 beyond n) + 1 )"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2508
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2509
lemma bolzano_weierstrass_imp_bounded: fixes s::"'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2510
  assumes "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2511
  shows "bounded s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2512
proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2513
  assume "\<not> bounded s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2514
  then obtain beyond where "\<forall>a. beyond a \<in>s \<and> \<not> dist undefined (beyond a) \<le> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2515
    unfolding bounded_any_center [where a=undefined]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2516
    apply simp using choice[of "\<lambda>a x. x\<in>s \<and> \<not> dist undefined x \<le> a"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2517
  hence beyond:"\<And>a. beyond a \<in>s" "\<And>a. dist undefined (beyond a) > a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2518
    unfolding linorder_not_le by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2519
  def x \<equiv> "helper_2 beyond"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2520
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2521
  { fix m n ::nat assume "m<n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2522
    hence "dist undefined (x m) + 1 < dist undefined (x n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2523
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2524
      case 0 thus ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2525
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2526
      case (Suc n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2527
      have *:"dist undefined (x n) + 1 < dist undefined (x (Suc n))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2528
        unfolding x_def and helper_2.simps
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2529
        using beyond(2)[of "dist undefined (helper_2 beyond n) + 1"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2530
      thus ?case proof(cases "m < n")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2531
        case True thus ?thesis using Suc and * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2532
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2533
        case False hence "m = n" using Suc(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2534
        thus ?thesis using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2535
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2536
    qed  } note * = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2537
  { fix m n ::nat assume "m\<noteq>n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2538
    have "1 < dist (x m) (x n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2539
    proof(cases "m<n")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2540
      case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2541
      hence "1 < dist undefined (x n) - dist undefined (x m)" using *[of m n] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2542
      thus ?thesis using dist_triangle [of undefined "x n" "x m"] by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2543
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2544
      case False hence "n<m" using `m\<noteq>n` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2545
      hence "1 < dist undefined (x m) - dist undefined (x n)" using *[of n m] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2546
      thus ?thesis using dist_triangle2 [of undefined "x m" "x n"] by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2547
    qed  } note ** = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2548
  { fix a b assume "x a = x b" "a \<noteq> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2549
    hence False using **[of a b] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2550
  hence "inj x" unfolding inj_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2551
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2552
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2553
    have "x n \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2554
    proof(cases "n = 0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2555
      case True thus ?thesis unfolding x_def using beyond by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2556
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2557
      case False then obtain z where "n = Suc z" using not0_implies_Suc by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2558
      thus ?thesis unfolding x_def using beyond by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2559
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2560
  ultimately have "infinite (range x) \<and> range x \<subseteq> s" unfolding x_def using range_inj_infinite[of "helper_2 beyond"] using beyond(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2561
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2562
  then obtain l where "l\<in>s" and l:"l islimpt range x" using assms[THEN spec[where x="range x"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2563
  then obtain y where "x y \<noteq> l" and y:"dist (x y) l < 1/2" unfolding islimpt_approachable apply(erule_tac x="1/2" in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2564
  then obtain z where "x z \<noteq> l" and z:"dist (x z) l < dist (x y) l" using l[unfolded islimpt_approachable, THEN spec[where x="dist (x y) l"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2565
    unfolding dist_nz by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2566
  show False using y and z and dist_triangle_half_l[of "x y" l 1 "x z"] and **[of y z] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2567
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2568
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2569
lemma sequence_infinite_lemma:
44076
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2570
  fixes f :: "nat \<Rightarrow> 'a::t1_space"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2571
  assumes "\<forall>n. f n \<noteq> l" and "(f ---> l) sequentially"
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2572
  shows "infinite (range f)"
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2573
proof
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2574
  assume "finite (range f)"
44076
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2575
  hence "closed (range f)" by (rule finite_imp_closed)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2576
  hence "open (- range f)" by (rule open_Compl)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2577
  from assms(1) have "l \<in> - range f" by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2578
  from assms(2) have "eventually (\<lambda>n. f n \<in> - range f) sequentially"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2579
    using `open (- range f)` `l \<in> - range f` by (rule topological_tendstoD)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2580
  thus False unfolding eventually_sequentially by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2581
qed
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2582
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2583
lemma closure_insert:
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2584
  fixes x :: "'a::t1_space"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2585
  shows "closure (insert x s) = insert x (closure s)"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2586
apply (rule closure_unique)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  2587
apply (rule insert_mono [OF closure_subset])
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  2588
apply (rule closed_insert [OF closed_closure])
44076
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2589
apply (simp add: closure_minimal)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2590
done
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2591
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2592
lemma islimpt_insert:
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2593
  fixes x :: "'a::t1_space"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2594
  shows "x islimpt (insert a s) \<longleftrightarrow> x islimpt s"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2595
proof
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2596
  assume *: "x islimpt (insert a s)"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2597
  show "x islimpt s"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2598
  proof (rule islimptI)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2599
    fix t assume t: "x \<in> t" "open t"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2600
    show "\<exists>y\<in>s. y \<in> t \<and> y \<noteq> x"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2601
    proof (cases "x = a")
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2602
      case True
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2603
      obtain y where "y \<in> insert a s" "y \<in> t" "y \<noteq> x"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2604
        using * t by (rule islimptE)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2605
      with `x = a` show ?thesis by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2606
    next
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2607
      case False
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2608
      with t have t': "x \<in> t - {a}" "open (t - {a})"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2609
        by (simp_all add: open_Diff)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2610
      obtain y where "y \<in> insert a s" "y \<in> t - {a}" "y \<noteq> x"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2611
        using * t' by (rule islimptE)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2612
      thus ?thesis by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2613
    qed
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2614
  qed
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2615
next
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2616
  assume "x islimpt s" thus "x islimpt (insert a s)"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2617
    by (rule islimpt_subset) auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2618
qed
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2619
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2620
lemma islimpt_union_finite:
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2621
  fixes x :: "'a::t1_space"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2622
  shows "finite s \<Longrightarrow> x islimpt (s \<union> t) \<longleftrightarrow> x islimpt t"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2623
by (induct set: finite, simp_all add: islimpt_insert)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2624
 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2625
lemma sequence_unique_limpt:
44076
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2626
  fixes f :: "nat \<Rightarrow> 'a::t2_space"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2627
  assumes "(f ---> l) sequentially" and "l' islimpt (range f)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2628
  shows "l' = l"
44076
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2629
proof (rule ccontr)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2630
  assume "l' \<noteq> l"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2631
  obtain s t where "open s" "open t" "l' \<in> s" "l \<in> t" "s \<inter> t = {}"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2632
    using hausdorff [OF `l' \<noteq> l`] by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2633
  have "eventually (\<lambda>n. f n \<in> t) sequentially"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2634
    using assms(1) `open t` `l \<in> t` by (rule topological_tendstoD)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2635
  then obtain N where "\<forall>n\<ge>N. f n \<in> t"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2636
    unfolding eventually_sequentially by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2637
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2638
  have "UNIV = {..<N} \<union> {N..}" by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2639
  hence "l' islimpt (f ` ({..<N} \<union> {N..}))" using assms(2) by simp
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2640
  hence "l' islimpt (f ` {..<N} \<union> f ` {N..})" by (simp add: image_Un)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2641
  hence "l' islimpt (f ` {N..})" by (simp add: islimpt_union_finite)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2642
  then obtain y where "y \<in> f ` {N..}" "y \<in> s" "y \<noteq> l'"
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2643
    using `l' \<in> s` `open s` by (rule islimptE)
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2644
  then obtain n where "N \<le> n" "f n \<in> s" "f n \<noteq> l'" by auto
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2645
  with `\<forall>n\<ge>N. f n \<in> t` have "f n \<in> s \<inter> t" by simp
cddb05f94183 generalize sequence lemmas
huffman
parents: 44075
diff changeset
  2646
  with `s \<inter> t = {}` show False by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2647
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2648
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2649
lemma bolzano_weierstrass_imp_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2650
  fixes s :: "'a::metric_space set" (* TODO: can this be generalized? *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2651
  assumes "\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2652
  shows "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2653
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2654
  { fix x l assume as: "\<forall>n::nat. x n \<in> s" "(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2655
    hence "l \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2656
    proof(cases "\<forall>n. x n \<noteq> l")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2657
      case False thus "l\<in>s" using as(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2658
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2659
      case True note cas = this
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2660
      with as(2) have "infinite (range x)" using sequence_infinite_lemma[of x l] by auto
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2661
      then obtain l' where "l'\<in>s" "l' islimpt (range x)" using assms[THEN spec[where x="range x"]] as(1) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2662
      thus "l\<in>s" using sequence_unique_limpt[of x l l'] using as cas by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2663
    qed  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2664
  thus ?thesis unfolding closed_sequential_limits by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2665
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2666
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2667
text {* Hence express everything as an equivalence. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2668
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2669
lemma compact_eq_heine_borel:
44074
e3a744a157d4 generalize compactness equivalence lemmas
huffman
parents: 44073
diff changeset
  2670
  fixes s :: "'a::metric_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2671
  shows "compact s \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2672
           (\<forall>f. (\<forall>t \<in> f. open t) \<and> s \<subseteq> (\<Union> f)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2673
               --> (\<exists>f'. f' \<subseteq> f \<and> finite f' \<and> s \<subseteq> (\<Union> f')))" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2674
proof
44074
e3a744a157d4 generalize compactness equivalence lemmas
huffman
parents: 44073
diff changeset
  2675
  assume ?lhs thus ?rhs by (rule compact_imp_heine_borel)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2676
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2677
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2678
  hence "\<forall>t. infinite t \<and> t \<subseteq> s \<longrightarrow> (\<exists>x\<in>s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2679
    by (blast intro: heine_borel_imp_bolzano_weierstrass[of s])
44074
e3a744a157d4 generalize compactness equivalence lemmas
huffman
parents: 44073
diff changeset
  2680
  thus ?lhs by (rule bolzano_weierstrass_imp_compact)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2681
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2682
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2683
lemma compact_eq_bolzano_weierstrass:
44074
e3a744a157d4 generalize compactness equivalence lemmas
huffman
parents: 44073
diff changeset
  2684
  fixes s :: "'a::metric_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2685
  shows "compact s \<longleftrightarrow> (\<forall>t. infinite t \<and> t \<subseteq> s --> (\<exists>x \<in> s. x islimpt t))" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2686
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2687
  assume ?lhs thus ?rhs unfolding compact_eq_heine_borel using heine_borel_imp_bolzano_weierstrass[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2688
next
44074
e3a744a157d4 generalize compactness equivalence lemmas
huffman
parents: 44073
diff changeset
  2689
  assume ?rhs thus ?lhs by (rule bolzano_weierstrass_imp_compact)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2690
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2691
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2692
lemma compact_eq_bounded_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2693
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2694
  shows "compact s \<longleftrightarrow> bounded s \<and> closed s"  (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2695
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2696
  assume ?lhs thus ?rhs unfolding compact_eq_bolzano_weierstrass using bolzano_weierstrass_imp_bounded bolzano_weierstrass_imp_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2697
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2698
  assume ?rhs thus ?lhs using bounded_closed_imp_compact by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2699
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2700
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2701
lemma compact_imp_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2702
  fixes s :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2703
  shows "compact s ==> bounded s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2704
proof -
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2705
  assume "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2706
  hence "\<forall>f. (\<forall>t\<in>f. open t) \<and> s \<subseteq> \<Union>f \<longrightarrow> (\<exists>f'\<subseteq>f. finite f' \<and> s \<subseteq> \<Union>f')"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2707
    by (rule compact_imp_heine_borel)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2708
  hence "\<forall>t. infinite t \<and> t \<subseteq> s \<longrightarrow> (\<exists>x \<in> s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2709
    using heine_borel_imp_bolzano_weierstrass[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2710
  thus "bounded s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2711
    by (rule bolzano_weierstrass_imp_bounded)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2712
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2713
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2714
lemma compact_imp_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2715
  fixes s :: "'a::metric_space set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2716
  shows "compact s ==> closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2717
proof -
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2718
  assume "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2719
  hence "\<forall>f. (\<forall>t\<in>f. open t) \<and> s \<subseteq> \<Union>f \<longrightarrow> (\<exists>f'\<subseteq>f. finite f' \<and> s \<subseteq> \<Union>f')"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2720
    by (rule compact_imp_heine_borel)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2721
  hence "\<forall>t. infinite t \<and> t \<subseteq> s \<longrightarrow> (\<exists>x \<in> s. x islimpt t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2722
    using heine_borel_imp_bolzano_weierstrass[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2723
  thus "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2724
    by (rule bolzano_weierstrass_imp_closed)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2725
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2726
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2727
text{* In particular, some common special cases. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2728
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2729
lemma compact_empty[simp]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2730
 "compact {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2731
  unfolding compact_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2732
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2733
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2734
lemma subseq_o: "subseq r \<Longrightarrow> subseq s \<Longrightarrow> subseq (r \<circ> s)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2735
  unfolding subseq_def by simp (* TODO: move somewhere else *)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2736
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2737
lemma compact_union [intro]:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2738
  assumes "compact s" and "compact t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2739
  shows "compact (s \<union> t)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2740
proof (rule compactI)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2741
  fix f :: "nat \<Rightarrow> 'a"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2742
  assume "\<forall>n. f n \<in> s \<union> t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2743
  hence "infinite {n. f n \<in> s \<union> t}" by simp
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2744
  hence "infinite {n. f n \<in> s} \<or> infinite {n. f n \<in> t}" by simp
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2745
  thus "\<exists>l\<in>s \<union> t. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2746
  proof
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2747
    assume "infinite {n. f n \<in> s}"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2748
    from infinite_enumerate [OF this]
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2749
    obtain q where "subseq q" "\<forall>n. (f \<circ> q) n \<in> s" by auto
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2750
    obtain r l where "l \<in> s" "subseq r" "((f \<circ> q \<circ> r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2751
      using `compact s` `\<forall>n. (f \<circ> q) n \<in> s` by (rule compactE)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2752
    hence "l \<in> s \<union> t" "subseq (q \<circ> r)" "((f \<circ> (q \<circ> r)) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2753
      using `subseq q` by (simp_all add: subseq_o o_assoc)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2754
    thus ?thesis by auto
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2755
  next
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2756
    assume "infinite {n. f n \<in> t}"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2757
    from infinite_enumerate [OF this]
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2758
    obtain q where "subseq q" "\<forall>n. (f \<circ> q) n \<in> t" by auto
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2759
    obtain r l where "l \<in> t" "subseq r" "((f \<circ> q \<circ> r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2760
      using `compact t` `\<forall>n. (f \<circ> q) n \<in> t` by (rule compactE)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2761
    hence "l \<in> s \<union> t" "subseq (q \<circ> r)" "((f \<circ> (q \<circ> r)) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2762
      using `subseq q` by (simp_all add: subseq_o o_assoc)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2763
    thus ?thesis by auto
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2764
  qed
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2765
qed
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2766
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2767
lemma compact_inter_closed [intro]:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2768
  assumes "compact s" and "closed t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2769
  shows "compact (s \<inter> t)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2770
proof (rule compactI)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2771
  fix f :: "nat \<Rightarrow> 'a"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2772
  assume "\<forall>n. f n \<in> s \<inter> t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2773
  hence "\<forall>n. f n \<in> s" and "\<forall>n. f n \<in> t" by simp_all
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2774
  obtain l r where "l \<in> s" "subseq r" "((f \<circ> r) ---> l) sequentially"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2775
    using `compact s` `\<forall>n. f n \<in> s` by (rule compactE)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2776
  moreover
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2777
  from `closed t` `\<forall>n. f n \<in> t` `((f \<circ> r) ---> l) sequentially` have "l \<in> t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2778
    unfolding closed_sequential_limits o_def by fast
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2779
  ultimately show "\<exists>l\<in>s \<inter> t. \<exists>r. subseq r \<and> ((f \<circ> r) ---> l) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2780
    by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2781
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2782
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2783
lemma closed_inter_compact [intro]:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2784
  assumes "closed s" and "compact t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2785
  shows "compact (s \<inter> t)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2786
  using compact_inter_closed [of t s] assms
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2787
  by (simp add: Int_commute)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2788
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2789
lemma compact_inter [intro]:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2790
  assumes "compact s" and "compact t"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2791
  shows "compact (s \<inter> t)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2792
  using assms by (intro compact_inter_closed compact_imp_closed)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2793
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2794
lemma compact_sing [simp]: "compact {a}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2795
  unfolding compact_def o_def subseq_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2796
  by (auto simp add: tendsto_const)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2797
44075
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2798
lemma compact_insert [simp]:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2799
  assumes "compact s" shows "compact (insert x s)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2800
proof -
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2801
  have "compact ({x} \<union> s)"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2802
    using compact_sing assms by (rule compact_union)
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2803
  thus ?thesis by simp
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2804
qed
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2805
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2806
lemma finite_imp_compact:
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2807
  shows "finite s \<Longrightarrow> compact s"
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2808
  by (induct set: finite) simp_all
5952bd355779 generalize more lemmas about compactness
huffman
parents: 44074
diff changeset
  2809
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2810
lemma compact_cball[simp]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2811
  fixes x :: "'a::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2812
  shows "compact(cball x e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2813
  using compact_eq_bounded_closed bounded_cball closed_cball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2814
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2815
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2816
lemma compact_frontier_bounded[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2817
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2818
  shows "bounded s ==> compact(frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2819
  unfolding frontier_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2820
  using compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2821
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2822
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2823
lemma compact_frontier[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2824
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2825
  shows "compact s ==> compact (frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2826
  using compact_eq_bounded_closed compact_frontier_bounded
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2827
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2828
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2829
lemma frontier_subset_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2830
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2831
  shows "compact s ==> frontier s \<subseteq> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2832
  using frontier_subset_closed compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2833
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2834
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2835
lemma open_delete:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  2836
  fixes s :: "'a::t1_space set"
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  2837
  shows "open s \<Longrightarrow> open (s - {x})"
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  2838
  by (simp add: open_Diff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2839
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2840
text{* Finite intersection property. I could make it an equivalence in fact. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2841
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2842
lemma compact_imp_fip:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2843
  assumes "compact s"  "\<forall>t \<in> f. closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2844
        "\<forall>f'. finite f' \<and> f' \<subseteq> f --> (s \<inter> (\<Inter> f') \<noteq> {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2845
  shows "s \<inter> (\<Inter> f) \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2846
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2847
  assume as:"s \<inter> (\<Inter> f) = {}"
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  2848
  hence "s \<subseteq> \<Union> uminus ` f" by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  2849
  moreover have "Ball (uminus ` f) open" using open_Diff closed_Diff using assms(2) by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  2850
  ultimately obtain f' where f':"f' \<subseteq> uminus ` f"  "finite f'"  "s \<subseteq> \<Union>f'" using assms(1)[unfolded compact_eq_heine_borel, THEN spec[where x="(\<lambda>t. - t) ` f"]] by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  2851
  hence "finite (uminus ` f') \<and> uminus ` f' \<subseteq> f" by(auto simp add: Diff_Diff_Int)
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  2852
  hence "s \<inter> \<Inter>uminus ` f' \<noteq> {}" using assms(3)[THEN spec[where x="uminus ` f'"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2853
  thus False using f'(3) unfolding subset_eq and Union_iff by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2854
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2855
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2856
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2857
subsection {* Bounded closed nest property (proof does not use Heine-Borel) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2858
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2859
lemma bounded_closed_nest:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2860
  assumes "\<forall>n. closed(s n)" "\<forall>n. (s n \<noteq> {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2861
  "(\<forall>m n. m \<le> n --> s n \<subseteq> s m)"  "bounded(s 0)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2862
  shows "\<exists>a::'a::heine_borel. \<forall>n::nat. a \<in> s(n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2863
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2864
  from assms(2) obtain x where x:"\<forall>n::nat. x n \<in> s n" using choice[of "\<lambda>n x. x\<in> s n"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2865
  from assms(4,1) have *:"compact (s 0)" using bounded_closed_imp_compact[of "s 0"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2866
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2867
  then obtain l r where lr:"l\<in>s 0" "subseq r" "((x \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2868
    unfolding compact_def apply(erule_tac x=x in allE)  using x using assms(3) by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2869
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2870
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2871
    { fix e::real assume "e>0"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2872
      with lr(3) obtain N where N:"\<forall>m\<ge>N. dist ((x \<circ> r) m) l < e" unfolding LIMSEQ_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2873
      hence "dist ((x \<circ> r) (max N n)) l < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2874
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2875
      have "r (max N n) \<ge> n" using lr(2) using subseq_bigger[of r "max N n"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2876
      hence "(x \<circ> r) (max N n) \<in> s n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2877
        using x apply(erule_tac x=n in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2878
        using x apply(erule_tac x="r (max N n)" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2879
        using assms(3) apply(erule_tac x=n in allE)apply( erule_tac x="r (max N n)" in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2880
      ultimately have "\<exists>y\<in>s n. dist y l < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2881
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2882
    hence "l \<in> s n" using closed_approachable[of "s n" l] assms(1) by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2883
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2884
  thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2885
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2886
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2887
text {* Decreasing case does not even need compactness, just completeness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2888
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2889
lemma decreasing_closed_nest:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2890
  assumes "\<forall>n. closed(s n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2891
          "\<forall>n. (s n \<noteq> {})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2892
          "\<forall>m n. m \<le> n --> s n \<subseteq> s m"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2893
          "\<forall>e>0. \<exists>n. \<forall>x \<in> (s n). \<forall> y \<in> (s n). dist x y < e"
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2894
  shows "\<exists>a::'a::complete_space. \<forall>n::nat. a \<in> s n"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2895
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2896
  have "\<forall>n. \<exists> x. x\<in>s n" using assms(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2897
  hence "\<exists>t. \<forall>n. t n \<in> s n" using choice[of "\<lambda> n x. x \<in> s n"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2898
  then obtain t where t: "\<forall>n. t n \<in> s n" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2899
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2900
    then obtain N where N:"\<forall>x\<in>s N. \<forall>y\<in>s N. dist x y < e" using assms(4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2901
    { fix m n ::nat assume "N \<le> m \<and> N \<le> n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2902
      hence "t m \<in> s N" "t n \<in> s N" using assms(3) t unfolding  subset_eq t by blast+
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2903
      hence "dist (t m) (t n) < e" using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2904
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2905
    hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (t m) (t n) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2906
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2907
  hence  "Cauchy t" unfolding cauchy_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2908
  then obtain l where l:"(t ---> l) sequentially" using complete_univ unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2909
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2910
    { fix e::real assume "e>0"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2911
      then obtain N::nat where N:"\<forall>n\<ge>N. dist (t n) l < e" using l[unfolded LIMSEQ_def] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2912
      have "t (max n N) \<in> s n" using assms(3) unfolding subset_eq apply(erule_tac x=n in allE) apply (erule_tac x="max n N" in allE) using t by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2913
      hence "\<exists>y\<in>s n. dist y l < e" apply(rule_tac x="t (max n N)" in bexI) using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2914
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2915
    hence "l \<in> s n" using closed_approachable[of "s n" l] assms(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2916
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2917
  then show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2918
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2919
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2920
text {* Strengthen it to the intersection actually being a singleton. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2921
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2922
lemma decreasing_closed_nest_sing:
44632
076a45f65e12 simplify/generalize some proofs
huffman
parents: 44628
diff changeset
  2923
  fixes s :: "nat \<Rightarrow> 'a::complete_space set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2924
  assumes "\<forall>n. closed(s n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2925
          "\<forall>n. s n \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2926
          "\<forall>m n. m \<le> n --> s n \<subseteq> s m"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2927
          "\<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
  2928
  shows "\<exists>a. \<Inter>(range s) = {a}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2929
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2930
  obtain a where a:"\<forall>n. a \<in> s n" using decreasing_closed_nest[of s] using assms by auto
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2931
  { fix b assume b:"b \<in> \<Inter>(range s)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2932
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2933
      hence "dist a b < e" using assms(4 )using b using a by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2934
    }
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  2935
    hence "dist a b = 0" by (metis dist_eq_0_iff dist_nz less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2936
  }
34104
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2937
  with a have "\<Inter>(range s) = {a}" unfolding image_def by auto
22758f95e624 re-state lemmas using 'range'
huffman
parents: 33758
diff changeset
  2938
  thus ?thesis ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2939
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2940
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2941
text{* Cauchy-type criteria for uniform convergence. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2942
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2943
lemma uniformly_convergent_eq_cauchy: fixes s::"nat \<Rightarrow> 'b \<Rightarrow> 'a::heine_borel" shows
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2944
 "(\<exists>l. \<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x --> dist(s n x)(l x) < e) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2945
  (\<forall>e>0. \<exists>N. \<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x  --> dist (s m x) (s n x) < e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2946
proof(rule)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2947
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2948
  then obtain l where l:"\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l x) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2949
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2950
    then obtain N::nat where N:"\<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l x) < e / 2" using l[THEN spec[where x="e/2"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2951
    { fix n m::nat and x::"'b" assume "N \<le> m \<and> N \<le> n \<and> P x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2952
      hence "dist (s m x) (s n x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2953
        using N[THEN spec[where x=m], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2954
        using N[THEN spec[where x=n], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2955
        using dist_triangle_half_l[of "s m x" "l x" e "s n x"] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2956
    hence "\<exists>N. \<forall>m n x. N \<le> m \<and> N \<le> n \<and> P x  --> dist (s m x) (s n x) < e"  by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2957
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2958
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2959
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2960
  hence "\<forall>x. P x \<longrightarrow> Cauchy (\<lambda>n. s n x)" unfolding cauchy_def apply auto by (erule_tac x=e in allE)auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2961
  then obtain l where l:"\<forall>x. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l x) sequentially" unfolding convergent_eq_cauchy[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2962
    using choice[of "\<lambda>x l. P x \<longrightarrow> ((\<lambda>n. s n x) ---> l) sequentially"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2963
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2964
    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
  2965
      using `?rhs`[THEN spec[where x="e/2"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2966
    { fix x assume "P x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2967
      then obtain M where M:"\<forall>n\<ge>M. dist (s n x) (l x) < e/2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2968
        using l[THEN spec[where x=x], unfolded LIMSEQ_def] using `e>0` by(auto elim!: allE[where x="e/2"])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2969
      fix n::nat assume "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2970
      hence "dist(s n x)(l x) < e"  using `P x`and N[THEN spec[where x=n], THEN spec[where x="N+M"], THEN spec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2971
        using M[THEN spec[where x="N+M"]] and dist_triangle_half_l[of "s n x" "s (N+M) x" e "l x"] by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2972
    hence "\<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist(s n x)(l x) < e" by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2973
  thus ?lhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2974
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2975
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2976
lemma uniformly_cauchy_imp_uniformly_convergent:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2977
  fixes s :: "nat \<Rightarrow> 'a \<Rightarrow> 'b::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2978
  assumes "\<forall>e>0.\<exists>N. \<forall>m (n::nat) x. N \<le> m \<and> N \<le> n \<and> P x --> dist(s m x)(s n x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2979
          "\<forall>x. P x --> (\<forall>e>0. \<exists>N. \<forall>n. N \<le> n --> dist(s n x)(l x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2980
  shows "\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x --> dist(s n x)(l x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2981
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2982
  obtain l' where l:"\<forall>e>0. \<exists>N. \<forall>n x. N \<le> n \<and> P x \<longrightarrow> dist (s n x) (l' x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2983
    using assms(1) unfolding uniformly_convergent_eq_cauchy[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2984
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2985
  { fix x assume "P x"
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  2986
    hence "l x = l' x" using tendsto_unique[OF trivial_limit_sequentially, of "\<lambda>n. s n x" "l x" "l' x"]
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  2987
      using l and assms(2) unfolding LIMSEQ_def by blast  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2988
  ultimately show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2989
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2990
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  2991
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2992
subsection {* Continuity *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2993
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  2994
text {* Define continuity over a net to take in restrictions of the set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2995
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2996
definition
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  2997
  continuous :: "'a::t2_space filter \<Rightarrow> ('a \<Rightarrow> 'b::topological_space) \<Rightarrow> bool"
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44076
diff changeset
  2998
  where "continuous net f \<longleftrightarrow> (f ---> f(netlimit net)) net"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  2999
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3000
lemma continuous_trivial_limit:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3001
 "trivial_limit net ==> continuous net f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3002
  unfolding continuous_def tendsto_def trivial_limit_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3003
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3004
lemma continuous_within: "continuous (at x within s) f \<longleftrightarrow> (f ---> f(x)) (at x within s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3005
  unfolding continuous_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3006
  unfolding tendsto_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3007
  using netlimit_within[of x s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3008
  by (cases "trivial_limit (at x within s)") (auto simp add: trivial_limit_eventually)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3009
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3010
lemma continuous_at: "continuous (at x) f \<longleftrightarrow> (f ---> f(x)) (at x)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3011
  using continuous_within [of x UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3012
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3013
lemma continuous_at_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3014
  assumes "continuous (at x) f"  shows "continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3015
  using assms unfolding continuous_at continuous_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3016
  by (rule Lim_at_within)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3017
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3018
text{* Derive the epsilon-delta forms, which we often use as "definitions" *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3019
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3020
lemma continuous_within_eps_delta:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3021
  "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
  3022
  unfolding continuous_within and Lim_within
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  3023
  apply auto unfolding dist_nz[THEN sym] apply(auto del: allE elim!:allE) apply(rule_tac x=d in exI) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3024
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3025
lemma continuous_at_eps_delta: "continuous (at x) f \<longleftrightarrow>  (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3026
                           \<forall>x'. dist x' x < d --> dist(f x')(f x) < e)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3027
  using continuous_within_eps_delta [of x UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3028
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3029
text{* Versions in terms of open balls. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3030
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3031
lemma continuous_within_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3032
 "continuous (at x within s) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3033
                            f ` (ball x d \<inter> s) \<subseteq> ball (f x) e)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3034
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3035
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3036
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3037
    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
  3038
      using `?lhs`[unfolded continuous_within Lim_within] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3039
    { fix y assume "y\<in>f ` (ball x d \<inter> s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3040
      hence "y \<in> ball (f x) e" using d(2) unfolding dist_nz[THEN sym]
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  3041
        apply (auto simp add: dist_commute) apply(erule_tac x=xa in ballE) apply auto using `e>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3042
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3043
    hence "\<exists>d>0. f ` (ball x d \<inter> s) \<subseteq> ball (f x) e" using `d>0` unfolding subset_eq ball_def by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3044
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3045
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3046
  assume ?rhs thus ?lhs unfolding continuous_within Lim_within ball_def subset_eq
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3047
    apply (auto simp add: dist_commute) apply(erule_tac x=e in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3048
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3049
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3050
lemma continuous_at_ball:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3051
  "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
  3052
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3053
  assume ?lhs thus ?rhs unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3054
    apply auto apply(erule_tac x=e in allE) apply auto apply(rule_tac x=d in exI) apply auto apply(erule_tac x=xa in allE) apply (auto simp add: dist_commute dist_nz)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3055
    unfolding dist_nz[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3056
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3057
  assume ?rhs thus ?lhs unfolding continuous_at Lim_at subset_eq Ball_def Bex_def image_iff mem_ball
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3058
    apply auto apply(erule_tac x=e in allE) apply auto apply(rule_tac x=d in exI) apply auto apply(erule_tac x="f xa" in allE) by (auto simp add: dist_commute dist_nz)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3059
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3060
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3061
text{* Define setwise continuity in terms of limits within the set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3062
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3063
definition
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3064
  continuous_on ::
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3065
    "'a set \<Rightarrow> ('a::topological_space \<Rightarrow> 'b::topological_space) \<Rightarrow> bool"
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3066
where
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3067
  "continuous_on s f \<longleftrightarrow> (\<forall>x\<in>s. (f ---> f x) (at x within s))"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3068
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3069
lemma continuous_on_topological:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3070
  "continuous_on s f \<longleftrightarrow>
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3071
    (\<forall>x\<in>s. \<forall>B. open B \<longrightarrow> f x \<in> B \<longrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3072
      (\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)))"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3073
unfolding continuous_on_def tendsto_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3074
unfolding Limits.eventually_within eventually_at_topological
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3075
by (intro ball_cong [OF refl] all_cong imp_cong ex_cong conj_cong refl) auto
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3076
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3077
lemma continuous_on_iff:
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3078
  "continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3079
    (\<forall>x\<in>s. \<forall>e>0. \<exists>d>0. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3080
unfolding continuous_on_def Lim_within
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3081
apply (intro ball_cong [OF refl] all_cong ex_cong)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3082
apply (rename_tac y, case_tac "y = x", simp)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3083
apply (simp add: dist_nz)
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3084
done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3085
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3086
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3087
  uniformly_continuous_on ::
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3088
    "'a set \<Rightarrow> ('a::metric_space \<Rightarrow> 'b::metric_space) \<Rightarrow> bool"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3089
where
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3090
  "uniformly_continuous_on s f \<longleftrightarrow>
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3091
    (\<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
  3092
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3093
text{* Some simple consequential lemmas. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3094
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3095
lemma uniformly_continuous_imp_continuous:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3096
 " uniformly_continuous_on s f ==> continuous_on s f"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3097
  unfolding uniformly_continuous_on_def continuous_on_iff by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3098
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3099
lemma continuous_at_imp_continuous_within:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3100
 "continuous (at x) f ==> continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3101
  unfolding continuous_within continuous_at using Lim_at_within by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3102
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3103
lemma Lim_trivial_limit: "trivial_limit net \<Longrightarrow> (f ---> l) net"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3104
unfolding tendsto_def by (simp add: trivial_limit_eq)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3105
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3106
lemma continuous_at_imp_continuous_on:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3107
  assumes "\<forall>x\<in>s. continuous (at x) f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3108
  shows "continuous_on s f"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3109
unfolding continuous_on_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3110
proof
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3111
  fix x assume "x \<in> s"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3112
  with assms have *: "(f ---> f (netlimit (at x))) (at x)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3113
    unfolding continuous_def by simp
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3114
  have "(f ---> f x) (at x)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3115
  proof (cases "trivial_limit (at x)")
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3116
    case True thus ?thesis
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3117
      by (rule Lim_trivial_limit)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3118
  next
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3119
    case False
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3120
    hence 1: "netlimit (at x) = x"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3121
      using netlimit_within [of x UNIV] by simp
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3122
    with * show ?thesis by simp
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3123
  qed
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3124
  thus "(f ---> f x) (at x within s)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3125
    by (rule Lim_at_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3126
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3127
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3128
lemma continuous_on_eq_continuous_within:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3129
  "continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. continuous (at x within s) f)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3130
unfolding continuous_on_def continuous_def
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3131
apply (rule ball_cong [OF refl])
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3132
apply (case_tac "trivial_limit (at x within s)")
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3133
apply (simp add: Lim_trivial_limit)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3134
apply (simp add: netlimit_within)
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3135
done
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3136
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3137
lemmas continuous_on = continuous_on_def -- "legacy theorem name"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3138
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3139
lemma continuous_on_eq_continuous_at:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3140
  shows "open s ==> (continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. continuous (at x) f))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3141
  by (auto simp add: continuous_on continuous_at Lim_within_open)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3142
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3143
lemma continuous_within_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3144
 "continuous (at x within s) f \<Longrightarrow> t \<subseteq> s
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3145
             ==> continuous (at x within t) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3146
  unfolding continuous_within by(metis Lim_within_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3147
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3148
lemma continuous_on_subset:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3149
  shows "continuous_on s f \<Longrightarrow> t \<subseteq> s ==> continuous_on t f"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3150
  unfolding continuous_on by (metis subset_eq Lim_within_subset)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3151
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3152
lemma continuous_on_interior:
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3153
  shows "continuous_on s f \<Longrightarrow> x \<in> interior s \<Longrightarrow> continuous (at x) f"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3154
  by (erule interiorE, drule (1) continuous_on_subset,
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3155
    simp add: continuous_on_eq_continuous_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3156
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3157
lemma continuous_on_eq:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3158
  "(\<forall>x \<in> s. f x = g x) \<Longrightarrow> continuous_on s f \<Longrightarrow> continuous_on s g"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3159
  unfolding continuous_on_def tendsto_def Limits.eventually_within
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3160
  by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3161
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3162
text {* Characterization of various kinds of continuity in terms of sequences. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3163
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3164
lemma continuous_within_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3165
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3166
  shows "continuous (at a within s) f \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3167
                (\<forall>x. (\<forall>n::nat. x n \<in> s) \<and> (x ---> a) sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3168
                     --> ((f o x) ---> f a) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3169
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3170
  assume ?lhs
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3171
  { fix x::"nat \<Rightarrow> 'a" assume x:"\<forall>n. x n \<in> s" "\<forall>e>0. eventually (\<lambda>n. dist (x n) a < e) sequentially"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3172
    fix T::"'b set" assume "open T" and "f a \<in> T"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3173
    with `?lhs` obtain d where "d>0" and d:"\<forall>x\<in>s. 0 < dist x a \<and> dist x a < d \<longrightarrow> f x \<in> T"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3174
      unfolding continuous_within tendsto_def eventually_within by auto
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3175
    have "eventually (\<lambda>n. dist (x n) a < d) sequentially"
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3176
      using x(2) `d>0` by simp
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3177
    hence "eventually (\<lambda>n. (f \<circ> x) n \<in> T) sequentially"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 45776
diff changeset
  3178
    proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 45776
diff changeset
  3179
      case (elim n) thus ?case
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3180
        using d x(1) `f a \<in> T` unfolding dist_nz[THEN sym] by auto
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3181
    qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3182
  }
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3183
  thus ?rhs unfolding tendsto_iff unfolding tendsto_def by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3184
next
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3185
  assume ?rhs thus ?lhs
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3186
    unfolding continuous_within tendsto_def [where l="f a"]
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3187
    by (simp add: sequentially_imp_eventually_within)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3188
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3189
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3190
lemma continuous_at_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3191
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3192
  shows "continuous (at a) f \<longleftrightarrow> (\<forall>x. (x ---> a) sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3193
                  --> ((f o x) ---> f a) sequentially)"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3194
  using continuous_within_sequentially[of a UNIV f] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3195
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3196
lemma continuous_on_sequentially:
44533
7abe4a59f75d generalize and simplify proof of continuous_within_sequentially
huffman
parents: 44531
diff changeset
  3197
  fixes f :: "'a::metric_space \<Rightarrow> 'b::topological_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3198
  shows "continuous_on s f \<longleftrightarrow>
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3199
    (\<forall>x. \<forall>a \<in> s. (\<forall>n. x(n) \<in> s) \<and> (x ---> a) sequentially
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3200
                    --> ((f o x) ---> f(a)) sequentially)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3201
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3202
  assume ?rhs thus ?lhs using continuous_within_sequentially[of _ s f] unfolding continuous_on_eq_continuous_within by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3203
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3204
  assume ?lhs thus ?rhs unfolding continuous_on_eq_continuous_within using continuous_within_sequentially[of _ s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3205
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3206
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3207
lemma uniformly_continuous_on_sequentially:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3208
  "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
  3209
                    ((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3210
                    \<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
  3211
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3212
  assume ?lhs
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3213
  { fix x y assume x:"\<forall>n. x n \<in> s" and y:"\<forall>n. y n \<in> s" and xy:"((\<lambda>n. dist (x n) (y n)) ---> 0) sequentially"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3214
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3215
      then obtain d where "d>0" and d:"\<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3216
        using `?lhs`[unfolded uniformly_continuous_on_def, THEN spec[where x=e]] by auto
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3217
      obtain N where N:"\<forall>n\<ge>N. dist (x n) (y n) < d" using xy[unfolded LIMSEQ_def dist_norm] and `d>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3218
      { fix n assume "n\<ge>N"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3219
        hence "dist (f (x n)) (f (y n)) < e"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3220
          using N[THEN spec[where x=n]] using d[THEN bspec[where x="x n"], THEN bspec[where x="y n"]] using x and y
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3221
          unfolding dist_commute by simp  }
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3222
      hence "\<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e"  by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3223
    hence "((\<lambda>n. dist (f(x n)) (f(y n))) ---> 0) sequentially" unfolding LIMSEQ_def and dist_real_def by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3224
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3225
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3226
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3227
  { assume "\<not> ?lhs"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3228
    then obtain e where "e>0" "\<forall>d>0. \<exists>x\<in>s. \<exists>x'\<in>s. dist x' x < d \<and> \<not> dist (f x') (f x) < e" unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3229
    then obtain fa where fa:"\<forall>x.  0 < x \<longrightarrow> fst (fa x) \<in> s \<and> snd (fa x) \<in> s \<and> dist (fst (fa x)) (snd (fa x)) < x \<and> \<not> dist (f (fst (fa x))) (f (snd (fa x))) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3230
      using choice[of "\<lambda>d x. d>0 \<longrightarrow> fst x \<in> s \<and> snd x \<in> s \<and> dist (snd x) (fst x) < d \<and> \<not> dist (f (snd x)) (f (fst x)) < e"] unfolding Bex_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3231
      by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3232
    def x \<equiv> "\<lambda>n::nat. fst (fa (inverse (real n + 1)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3233
    def y \<equiv> "\<lambda>n::nat. snd (fa (inverse (real n + 1)))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3234
    have xyn:"\<forall>n. x n \<in> s \<and> y n \<in> s" and xy0:"\<forall>n. dist (x n) (y n) < inverse (real n + 1)" and fxy:"\<forall>n. \<not> dist (f (x n)) (f (y n)) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3235
      unfolding x_def and y_def using fa by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3236
    { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3237
      then obtain N::nat where "N \<noteq> 0" and N:"0 < inverse (real N) \<and> inverse (real N) < e" unfolding real_arch_inv[of e]   by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3238
      { fix n::nat assume "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3239
        hence "inverse (real n + 1) < inverse (real N)" using real_of_nat_ge_zero and `N\<noteq>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3240
        also have "\<dots> < e" using N by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3241
        finally have "inverse (real n + 1) < e" by auto
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3242
        hence "dist (x n) (y n) < e" using xy0[THEN spec[where x=n]] by auto  }
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3243
      hence "\<exists>N. \<forall>n\<ge>N. dist (x n) (y n) < e" by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3244
    hence "\<forall>e>0. \<exists>N. \<forall>n\<ge>N. dist (f (x n)) (f (y n)) < e" using `?rhs`[THEN spec[where x=x], THEN spec[where x=y]] and xyn unfolding LIMSEQ_def dist_real_def by auto
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3245
    hence False using fxy and `e>0` by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3246
  thus ?lhs unfolding uniformly_continuous_on_def by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3247
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3248
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3249
text{* The usual transformation theorems. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3250
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3251
lemma continuous_transform_within:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3252
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3253
  assumes "0 < d" "x \<in> s" "\<forall>x' \<in> s. dist x' x < d --> f x' = g x'"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3254
          "continuous (at x within s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3255
  shows "continuous (at x within s) g"
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3256
unfolding continuous_within
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3257
proof (rule Lim_transform_within)
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3258
  show "0 < d" by fact
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3259
  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
  3260
    using assms(3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3261
  have "f x = g x"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3262
    using assms(1,2,3) by auto
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3263
  thus "(f ---> g x) (at x within s)"
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3264
    using assms(4) unfolding continuous_within by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3265
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3266
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3267
lemma continuous_transform_at:
36667
21404f7dec59 generalize some lemmas
huffman
parents: 36660
diff changeset
  3268
  fixes f g :: "'a::metric_space \<Rightarrow> 'b::topological_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3269
  assumes "0 < d" "\<forall>x'. dist x' x < d --> f x' = g x'"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3270
          "continuous (at x) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3271
  shows "continuous (at x) g"
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3272
  using continuous_transform_within [of d x UNIV f g] assms by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3273
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3274
subsubsection {* Structural rules for pointwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3275
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3276
lemma continuous_within_id: "continuous (at a within s) (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3277
  unfolding continuous_within by (rule tendsto_ident_at_within)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3278
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3279
lemma continuous_at_id: "continuous (at a) (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3280
  unfolding continuous_at by (rule tendsto_ident_at)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3281
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3282
lemma continuous_const: "continuous F (\<lambda>x. c)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3283
  unfolding continuous_def by (rule tendsto_const)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3284
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3285
lemma continuous_dist:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3286
  assumes "continuous F f" and "continuous F g"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3287
  shows "continuous F (\<lambda>x. dist (f x) (g x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3288
  using assms unfolding continuous_def by (rule tendsto_dist)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3289
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3290
lemma continuous_norm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3291
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. norm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3292
  unfolding continuous_def by (rule tendsto_norm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3293
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3294
lemma continuous_infnorm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3295
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. infnorm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3296
  unfolding continuous_def by (rule tendsto_infnorm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3297
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3298
lemma continuous_add:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3299
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3300
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x + g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3301
  unfolding continuous_def by (rule tendsto_add)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3302
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3303
lemma continuous_minus:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3304
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3305
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. - f x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3306
  unfolding continuous_def by (rule tendsto_minus)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3307
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3308
lemma continuous_diff:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3309
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3310
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x - g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3311
  unfolding continuous_def by (rule tendsto_diff)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3312
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3313
lemma continuous_scaleR:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3314
  fixes g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3315
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x *\<^sub>R g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3316
  unfolding continuous_def by (rule tendsto_scaleR)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3317
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3318
lemma continuous_mult:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3319
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3320
  shows "\<lbrakk>continuous F f; continuous F g\<rbrakk> \<Longrightarrow> continuous F (\<lambda>x. f x * g x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3321
  unfolding continuous_def by (rule tendsto_mult)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3322
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3323
lemma continuous_inner:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3324
  assumes "continuous F f" and "continuous F g"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3325
  shows "continuous F (\<lambda>x. inner (f x) (g x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3326
  using assms unfolding continuous_def by (rule tendsto_inner)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3327
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3328
lemma continuous_euclidean_component:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3329
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. f x $$ i)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3330
  unfolding continuous_def by (rule tendsto_euclidean_component)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3331
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3332
lemma continuous_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3333
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3334
  assumes "continuous F f" and "f (netlimit F) \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3335
  shows "continuous F (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3336
  using assms unfolding continuous_def by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3337
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3338
lemma continuous_at_within_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3339
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3340
  assumes "continuous (at a within s) f" and "f a \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3341
  shows "continuous (at a within s) (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3342
  using assms unfolding continuous_within by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3343
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3344
lemma continuous_at_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3345
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3346
  assumes "continuous (at a) f" and "f a \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3347
  shows "continuous (at a) (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3348
  using assms unfolding continuous_at by (rule tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3349
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3350
lemmas continuous_intros = continuous_at_id continuous_within_id
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3351
  continuous_const continuous_dist continuous_norm continuous_infnorm
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3352
  continuous_add continuous_minus continuous_diff
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3353
  continuous_scaleR continuous_mult
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3354
  continuous_inner continuous_euclidean_component
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3355
  continuous_at_inverse continuous_at_within_inverse
34964
4e8be3c04d37 Replaced vec1 and dest_vec1 by abbreviation.
hoelzl
parents: 34291
diff changeset
  3356
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3357
subsubsection {* Structural rules for setwise continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3358
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3359
lemma continuous_on_id: "continuous_on s (\<lambda>x. x)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3360
  unfolding continuous_on_def by (fast intro: tendsto_ident_at_within)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3361
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3362
lemma continuous_on_const: "continuous_on s (\<lambda>x. c)"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  3363
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3364
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3365
lemma continuous_on_norm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3366
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. norm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3367
  unfolding continuous_on_def by (fast intro: tendsto_norm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3368
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3369
lemma continuous_on_infnorm:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3370
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. infnorm (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3371
  unfolding continuous_on by (fast intro: tendsto_infnorm)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3372
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3373
lemma continuous_on_minus:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3374
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3375
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. - f x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3376
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3377
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3378
lemma continuous_on_add:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3379
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3380
  shows "continuous_on s f \<Longrightarrow> continuous_on s g
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3381
           \<Longrightarrow> continuous_on s (\<lambda>x. f x + g x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3382
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3383
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3384
lemma continuous_on_diff:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3385
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3386
  shows "continuous_on s f \<Longrightarrow> continuous_on s g
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3387
           \<Longrightarrow> continuous_on s (\<lambda>x. f x - g x)"
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3388
  unfolding continuous_on_def by (auto intro: tendsto_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3389
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3390
lemma (in bounded_linear) continuous_on:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3391
  "continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f (g x))"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3392
  unfolding continuous_on_def by (fast intro: tendsto)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3393
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3394
lemma (in bounded_bilinear) continuous_on:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3395
  "\<lbrakk>continuous_on s f; continuous_on s g\<rbrakk> \<Longrightarrow> continuous_on s (\<lambda>x. f x ** g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3396
  unfolding continuous_on_def by (fast intro: tendsto)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3397
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3398
lemma continuous_on_scaleR:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3399
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3400
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3401
  shows "continuous_on s (\<lambda>x. f x *\<^sub>R g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3402
  using bounded_bilinear_scaleR assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3403
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3404
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3405
lemma continuous_on_mult:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3406
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_normed_algebra"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3407
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3408
  shows "continuous_on s (\<lambda>x. f x * g x)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3409
  using bounded_bilinear_mult assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3410
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3411
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3412
lemma continuous_on_inner:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3413
  fixes g :: "'a::topological_space \<Rightarrow> 'b::real_inner"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3414
  assumes "continuous_on s f" and "continuous_on s g"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3415
  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
  3416
  using bounded_bilinear_inner assms
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3417
  by (rule bounded_bilinear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3418
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3419
lemma continuous_on_euclidean_component:
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3420
  "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. f x $$ i)"
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3421
  using bounded_linear_euclidean_component
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3422
  by (rule bounded_linear.continuous_on)
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  3423
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3424
lemma continuous_on_inverse:
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3425
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_div_algebra"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3426
  assumes "continuous_on s f" and "\<forall>x\<in>s. f x \<noteq> 0"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3427
  shows "continuous_on s (\<lambda>x. inverse (f x))"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3428
  using assms unfolding continuous_on by (fast intro: tendsto_inverse)
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3429
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3430
subsubsection {* Structural rules for uniform continuity *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3431
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3432
lemma uniformly_continuous_on_id:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3433
  shows "uniformly_continuous_on s (\<lambda>x. x)"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3434
  unfolding uniformly_continuous_on_def by auto
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3435
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3436
lemma uniformly_continuous_on_const:
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3437
  shows "uniformly_continuous_on s (\<lambda>x. c)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3438
  unfolding uniformly_continuous_on_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3439
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3440
lemma uniformly_continuous_on_dist:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3441
  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
  3442
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3443
  assumes "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3444
  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
  3445
proof -
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3446
  { fix a b c d :: 'b have "\<bar>dist a b - dist c d\<bar> \<le> dist a c + dist b d"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3447
      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
  3448
      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
  3449
      by arith
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3450
  } note le = this
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3451
  { fix x y
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3452
    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
  3453
    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
  3454
    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
  3455
      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
  3456
        simp add: le)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3457
  }
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3458
  thus ?thesis using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3459
    unfolding dist_real_def by simp
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3460
qed
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3461
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3462
lemma uniformly_continuous_on_norm:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3463
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3464
  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
  3465
  unfolding norm_conv_dist using assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3466
  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
  3467
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3468
lemma (in bounded_linear) uniformly_continuous_on:
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3469
  assumes "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3470
  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
  3471
  using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3472
  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
  3473
  by (auto intro: tendsto_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3474
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3475
lemma uniformly_continuous_on_cmul:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3476
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3477
  assumes "uniformly_continuous_on s f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3478
  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
  3479
  using bounded_linear_scaleR_right assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3480
  by (rule bounded_linear.uniformly_continuous_on)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3481
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3482
lemma dist_minus:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3483
  fixes x y :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3484
  shows "dist (- x) (- y) = dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3485
  unfolding dist_norm minus_diff_minus norm_minus_cancel ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3486
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3487
lemma uniformly_continuous_on_minus:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3488
  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
  3489
  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
  3490
  unfolding uniformly_continuous_on_def dist_minus .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3491
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3492
lemma uniformly_continuous_on_add:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3493
  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
  3494
  assumes "uniformly_continuous_on s f"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3495
  assumes "uniformly_continuous_on s g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3496
  shows "uniformly_continuous_on s (\<lambda>x. f x + g x)"
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3497
  using assms unfolding uniformly_continuous_on_sequentially
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3498
  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
  3499
  by (auto intro: tendsto_add_zero)
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3500
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3501
lemma uniformly_continuous_on_diff:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3502
  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
  3503
  assumes "uniformly_continuous_on s f" and "uniformly_continuous_on s g"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3504
  shows "uniformly_continuous_on s (\<lambda>x. f x - g x)"
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3505
  unfolding ab_diff_minus using assms
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3506
  by (intro uniformly_continuous_on_add uniformly_continuous_on_minus)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3507
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3508
text{* Continuity of all kinds is preserved under composition. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3509
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3510
lemma continuous_within_topological:
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3511
  "continuous (at x within s) f \<longleftrightarrow>
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3512
    (\<forall>B. open B \<longrightarrow> f x \<in> B \<longrightarrow>
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3513
      (\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)))"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3514
unfolding continuous_within
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3515
unfolding tendsto_def Limits.eventually_within eventually_at_topological
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3516
by (intro ball_cong [OF refl] all_cong imp_cong ex_cong conj_cong refl) auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3517
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3518
lemma continuous_within_compose:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3519
  assumes "continuous (at x within s) f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3520
  assumes "continuous (at (f x) within f ` s) g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3521
  shows "continuous (at x within s) (g o f)"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3522
using assms unfolding continuous_within_topological by simp metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3523
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3524
lemma continuous_at_compose:
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3525
  assumes "continuous (at x) f" and "continuous (at (f x)) g"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3526
  shows "continuous (at x) (g o f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3527
proof-
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3528
  have "continuous (at (f x) within range f) g" using assms(2)
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3529
    using continuous_within_subset[of "f x" UNIV g "range f"] by simp
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3530
  thus ?thesis using assms(1)
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3531
    using continuous_within_compose[of x UNIV f g] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3532
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3533
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3534
lemma continuous_on_compose:
36440
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3535
  "continuous_on s f \<Longrightarrow> continuous_on (f ` s) g \<Longrightarrow> continuous_on s (g o f)"
89a70297564d simplify definition of continuous_on; generalize some lemmas
huffman
parents: 36439
diff changeset
  3536
  unfolding continuous_on_topological by simp metis
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3537
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3538
lemma uniformly_continuous_on_compose:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3539
  assumes "uniformly_continuous_on s f"  "uniformly_continuous_on (f ` s) g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3540
  shows "uniformly_continuous_on s (g o f)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3541
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3542
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3543
    then obtain d where "d>0" and d:"\<forall>x\<in>f ` s. \<forall>x'\<in>f ` s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e" using assms(2) unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3544
    obtain d' where "d'>0" "\<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d' \<longrightarrow> dist (f x') (f x) < d" using `d>0` using assms(1) unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3545
    hence "\<exists>d>0. \<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist ((g \<circ> f) x') ((g \<circ> f) x) < e" using `d>0` using d by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3546
  thus ?thesis using assms unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3547
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3548
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3549
lemmas continuous_on_intros = continuous_on_id continuous_on_const
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3550
  continuous_on_compose continuous_on_norm continuous_on_infnorm
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3551
  continuous_on_add continuous_on_minus continuous_on_diff
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3552
  continuous_on_scaleR continuous_on_mult continuous_on_inverse
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3553
  continuous_on_inner continuous_on_euclidean_component
44648
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3554
  uniformly_continuous_on_id uniformly_continuous_on_const
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3555
  uniformly_continuous_on_dist uniformly_continuous_on_norm
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3556
  uniformly_continuous_on_compose uniformly_continuous_on_add
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3557
  uniformly_continuous_on_minus uniformly_continuous_on_diff
897f32a827f2 simplify some proofs about uniform continuity, and add some new ones;
huffman
parents: 44647
diff changeset
  3558
  uniformly_continuous_on_cmul
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3559
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3560
text{* Continuity in terms of open preimages. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3561
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3562
lemma continuous_at_open:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3563
  shows "continuous (at x) f \<longleftrightarrow> (\<forall>t. open t \<and> f x \<in> t --> (\<exists>s. open s \<and> x \<in> s \<and> (\<forall>x' \<in> s. (f x') \<in> t)))"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3564
unfolding continuous_within_topological [of x UNIV f, unfolded within_UNIV]
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3565
unfolding imp_conjL by (intro all_cong imp_cong ex_cong conj_cong refl) auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3566
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3567
lemma continuous_on_open:
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3568
  shows "continuous_on s f \<longleftrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3569
        (\<forall>t. openin (subtopology euclidean (f ` s)) t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3570
            --> openin (subtopology euclidean s) {x \<in> s. f x \<in> t})" (is "?lhs = ?rhs")
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3571
proof (safe)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3572
  fix t :: "'b set"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3573
  assume 1: "continuous_on s f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3574
  assume 2: "openin (subtopology euclidean (f ` s)) t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3575
  from 2 obtain B where B: "open B" and t: "t = f ` s \<inter> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3576
    unfolding openin_open by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3577
  def U == "\<Union>{A. open A \<and> (\<forall>x\<in>s. x \<in> A \<longrightarrow> f x \<in> B)}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3578
  have "open U" unfolding U_def by (simp add: open_Union)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3579
  moreover have "\<forall>x\<in>s. x \<in> U \<longleftrightarrow> f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3580
  proof (intro ballI iffI)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3581
    fix x assume "x \<in> s" and "x \<in> U" thus "f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3582
      unfolding U_def t by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3583
  next
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3584
    fix x assume "x \<in> s" and "f x \<in> t"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3585
    hence "x \<in> s" and "f x \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3586
      unfolding t by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3587
    with 1 B obtain A where "open A" "x \<in> A" "\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3588
      unfolding t continuous_on_topological by metis
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3589
    then show "x \<in> U"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3590
      unfolding U_def by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3591
  qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3592
  ultimately have "open U \<and> {x \<in> s. f x \<in> t} = s \<inter> U" by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3593
  then show "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3594
    unfolding openin_open by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3595
next
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3596
  assume "?rhs" show "continuous_on s f"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3597
  unfolding continuous_on_topological
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3598
  proof (clarify)
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3599
    fix x and B assume "x \<in> s" and "open B" and "f x \<in> B"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3600
    have "openin (subtopology euclidean (f ` s)) (f ` s \<inter> B)"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3601
      unfolding openin_open using `open B` by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3602
    then have "openin (subtopology euclidean s) {x \<in> s. f x \<in> f ` s \<inter> B}"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3603
      using `?rhs` by fast
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3604
    then show "\<exists>A. open A \<and> x \<in> A \<and> (\<forall>y\<in>s. y \<in> A \<longrightarrow> f y \<in> B)"
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3605
      unfolding openin_open using `x \<in> s` and `f x \<in> B` by auto
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3606
  qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3607
qed
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3608
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3609
text {* Similarly in terms of closed sets. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3610
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3611
lemma continuous_on_closed:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3612
  shows "continuous_on s f \<longleftrightarrow>  (\<forall>t. closedin (subtopology euclidean (f ` s)) t  --> closedin (subtopology euclidean s) {x \<in> s. f x \<in> t})" (is "?lhs = ?rhs")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3613
proof
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3614
  assume ?lhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3615
  { fix t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3616
    have *:"s - {x \<in> s. f x \<in> f ` s - t} = {x \<in> s. f x \<in> t}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3617
    have **:"f ` s - (f ` s - (f ` s - t)) = f ` s - t" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3618
    assume as:"closedin (subtopology euclidean (f ` s)) t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3619
    hence "closedin (subtopology euclidean (f ` s)) (f ` s - (f ` s - t))" unfolding closedin_def topspace_euclidean_subtopology unfolding ** by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3620
    hence "closedin (subtopology euclidean s) {x \<in> s. f x \<in> t}" using `?lhs`[unfolded continuous_on_open, THEN spec[where x="(f ` s) - t"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3621
      unfolding openin_closedin_eq topspace_euclidean_subtopology unfolding * by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3622
  thus ?rhs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3623
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3624
  assume ?rhs
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3625
  { fix t
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3626
    have *:"s - {x \<in> s. f x \<in> f ` s - t} = {x \<in> s. f x \<in> t}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3627
    assume as:"openin (subtopology euclidean (f ` s)) t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3628
    hence "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}" using `?rhs`[THEN spec[where x="(f ` s) - t"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3629
      unfolding openin_closedin_eq topspace_euclidean_subtopology *[THEN sym] closedin_subtopology by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3630
  thus ?lhs unfolding continuous_on_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3631
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3632
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3633
text {* Half-global and completely global cases. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3634
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3635
lemma continuous_open_in_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3636
  assumes "continuous_on s f"  "open t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3637
  shows "openin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3638
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3639
  have *:"\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3640
  have "openin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3641
    using openin_open_Int[of t "f ` s", OF assms(2)] unfolding openin_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3642
  thus ?thesis using assms(1)[unfolded continuous_on_open, THEN spec[where x="t \<inter> f ` s"]] using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3643
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3644
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3645
lemma continuous_closed_in_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3646
  assumes "continuous_on s f"  "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3647
  shows "closedin (subtopology euclidean s) {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3648
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3649
  have *:"\<forall>x. x \<in> s \<and> f x \<in> t \<longleftrightarrow> x \<in> s \<and> f x \<in> (t \<inter> f ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3650
  have "closedin (subtopology euclidean (f ` s)) (t \<inter> f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3651
    using closedin_closed_Int[of t "f ` s", OF assms(2)] unfolding Int_commute by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3652
  thus ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3653
    using assms(1)[unfolded continuous_on_closed, THEN spec[where x="t \<inter> f ` s"]] using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3654
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3655
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3656
lemma continuous_open_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3657
  assumes "continuous_on s f" "open s" "open t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3658
  shows "open {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3659
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3660
  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
  3661
    using continuous_open_in_preimage[OF assms(1,3)] unfolding openin_open by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3662
  thus ?thesis using open_Int[of s T, OF assms(2)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3663
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3664
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3665
lemma continuous_closed_preimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3666
  assumes "continuous_on s f" "closed s" "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3667
  shows "closed {x \<in> s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3668
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3669
  obtain T where T: "closed T" "{x \<in> s. f x \<in> t} = s \<inter> T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3670
    using continuous_closed_in_preimage[OF assms(1,3)] unfolding closedin_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3671
  thus ?thesis using closed_Int[of s T, OF assms(2)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3672
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3673
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3674
lemma continuous_open_preimage_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3675
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open {x. f x \<in> s}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3676
  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
  3677
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3678
lemma continuous_closed_preimage_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3679
  shows "(\<forall>x. continuous (at x) f) \<Longrightarrow> closed s ==> closed {x. f x \<in> s}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3680
  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
  3681
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3682
lemma continuous_open_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3683
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> open s \<Longrightarrow> open (f -` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3684
  unfolding vimage_def by (rule continuous_open_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3685
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3686
lemma continuous_closed_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3687
  shows "\<forall>x. continuous (at x) f \<Longrightarrow> closed s \<Longrightarrow> closed (f -` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3688
  unfolding vimage_def by (rule continuous_closed_preimage_univ)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3689
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3690
lemma interior_image_subset:
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  3691
  assumes "\<forall>x. continuous (at x) f" "inj f"
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  3692
  shows "interior (f ` s) \<subseteq> f ` (interior s)"
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3693
proof
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3694
  fix x assume "x \<in> interior (f ` s)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3695
  then obtain T where as: "open T" "x \<in> T" "T \<subseteq> f ` s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3696
  hence "x \<in> f ` s" by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3697
  then obtain y where y: "y \<in> s" "x = f y" by auto
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3698
  have "open (vimage f T)"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3699
    using assms(1) `open T` by (rule continuous_open_vimage)
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3700
  moreover have "y \<in> vimage f T"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3701
    using `x = f y` `x \<in> T` by simp
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3702
  moreover have "vimage f T \<subseteq> s"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3703
    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
  3704
  ultimately have "y \<in> interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3705
  with `x = f y` show "x \<in> f ` interior s" ..
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  3706
qed
35172
579dd5570f96 Added integration to Multivariate-Analysis (upto FTC)
himmelma
parents: 35028
diff changeset
  3707
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3708
text {* Equality of continuous functions on closure and related results. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3709
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3710
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
  3711
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3712
  shows "continuous_on s f ==> closedin (subtopology euclidean s) {x \<in> s. f x = a}"
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3713
  using continuous_closed_in_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3714
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3715
lemma continuous_closed_preimage_constant:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3716
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3717
  shows "continuous_on s f \<Longrightarrow> closed s ==> closed {x \<in> s. f x = a}"
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3718
  using continuous_closed_preimage[of s f "{a}"] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3719
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3720
lemma continuous_constant_on_closure:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3721
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3722
  assumes "continuous_on (closure s) f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3723
          "\<forall>x \<in> s. f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3724
  shows "\<forall>x \<in> (closure s). f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3725
    using continuous_closed_preimage_constant[of "closure s" f a]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3726
    assms closure_minimal[of s "{x \<in> closure s. f x = a}"] closure_subset unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3727
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3728
lemma image_closure_subset:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3729
  assumes "continuous_on (closure s) f"  "closed t"  "(f ` s) \<subseteq> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3730
  shows "f ` (closure s) \<subseteq> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3731
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3732
  have "s \<subseteq> {x \<in> closure s. f x \<in> t}" using assms(3) closure_subset by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3733
  moreover have "closed {x \<in> closure s. f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3734
    using continuous_closed_preimage[OF assms(1)] and assms(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3735
  ultimately have "closure s = {x \<in> closure s . f x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3736
    using closure_minimal[of s "{x \<in> closure s. f x \<in> t}"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3737
  thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3738
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3739
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3740
lemma continuous_on_closure_norm_le:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3741
  fixes f :: "'a::metric_space \<Rightarrow> 'b::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3742
  assumes "continuous_on (closure s) f"  "\<forall>y \<in> s. norm(f y) \<le> b"  "x \<in> (closure s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3743
  shows "norm(f x) \<le> b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3744
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3745
  have *:"f ` s \<subseteq> cball 0 b" using assms(2)[unfolded mem_cball_0[THEN sym]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3746
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3747
    using image_closure_subset[OF assms(1) closed_cball[of 0 b] *] assms(3)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3748
    unfolding subset_eq apply(erule_tac x="f x" in ballE) by (auto simp add: dist_norm)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3749
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3750
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3751
text {* Making a continuous function avoid some value in a neighbourhood. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3752
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3753
lemma continuous_within_avoid:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3754
  fixes f :: "'a::metric_space \<Rightarrow> 'b::metric_space" (* FIXME: generalize *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3755
  assumes "continuous (at x within s) f"  "x \<in> s"  "f x \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3756
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e --> f y \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3757
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3758
  obtain d where "d>0" and d:"\<forall>xa\<in>s. 0 < dist xa x \<and> dist xa x < d \<longrightarrow> dist (f xa) (f x) < dist (f x) a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3759
    using assms(1)[unfolded continuous_within Lim_within, THEN spec[where x="dist (f x) a"]] assms(3)[unfolded dist_nz] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3760
  { fix y assume " y\<in>s"  "dist x y < d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3761
    hence "f y \<noteq> a" using d[THEN bspec[where x=y]] assms(3)[unfolded dist_nz]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3762
      apply auto unfolding dist_nz[THEN sym] by (auto simp add: dist_commute) }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3763
  thus ?thesis using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3764
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3765
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3766
lemma continuous_at_avoid:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3767
  fixes f :: "'a::metric_space \<Rightarrow> 'b::metric_space" (* FIXME: generalize *)
45031
9583f2b56f85 add lemmas within_empty and tendsto_bot;
huffman
parents: 44909
diff changeset
  3768
  assumes "continuous (at x) f" and "f x \<noteq> a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3769
  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
  3770
  using assms continuous_within_avoid[of x UNIV f a] by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3771
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3772
lemma continuous_on_avoid:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3773
  fixes f :: "'a::metric_space \<Rightarrow> 'b::metric_space" (* TODO: generalize *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3774
  assumes "continuous_on s f"  "x \<in> s"  "f x \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3775
  shows "\<exists>e>0. \<forall>y \<in> s. dist x y < e \<longrightarrow> f y \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3776
using assms(1)[unfolded continuous_on_eq_continuous_within, THEN bspec[where x=x], OF assms(2)]  continuous_within_avoid[of x s f a]  assms(2,3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3777
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3778
lemma continuous_on_open_avoid:
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3779
  fixes f :: "'a::metric_space \<Rightarrow> 'b::metric_space" (* TODO: generalize *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3780
  assumes "continuous_on s f"  "open s"  "x \<in> s"  "f x \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3781
  shows "\<exists>e>0. \<forall>y. dist x y < e \<longrightarrow> f y \<noteq> a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3782
using assms(1)[unfolded continuous_on_eq_continuous_at[OF assms(2)], THEN bspec[where x=x], OF assms(3)]  continuous_at_avoid[of x f a]  assms(3,4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3783
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3784
text {* Proving a function is constant by proving open-ness of level set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3785
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3786
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
  3787
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3788
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3789
        openin (subtopology euclidean s) {x \<in> s. f x = a}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3790
        ==> (\<forall>x \<in> s. f x \<noteq> a) \<or> (\<forall>x \<in> s. f x = a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3791
unfolding connected_clopen using continuous_closed_in_preimage_constant by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3792
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3793
lemma continuous_levelset_open_in:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3794
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3795
  shows "connected s \<Longrightarrow> continuous_on s f \<Longrightarrow>
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3796
        openin (subtopology euclidean s) {x \<in> s. f x = a} \<Longrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3797
        (\<exists>x \<in> s. f x = a)  ==> (\<forall>x \<in> s. f x = a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3798
using continuous_levelset_open_in_cases[of s f ]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3799
by meson
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3800
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3801
lemma continuous_levelset_open:
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  3802
  fixes f :: "_ \<Rightarrow> 'b::t1_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3803
  assumes "connected s"  "continuous_on s f"  "open {x \<in> s. f x = a}"  "\<exists>x \<in> s.  f x = a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3804
  shows "\<forall>x \<in> s. f x = a"
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  3805
using continuous_levelset_open_in[OF assms(1,2), of a, unfolded openin_open] using assms (3,4) by fast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3806
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3807
text {* Some arithmetical combinations (more to prove). *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3808
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3809
lemma open_scaling[intro]:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3810
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3811
  assumes "c \<noteq> 0"  "open s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3812
  shows "open((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3813
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3814
  { fix x assume "x \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3815
    then obtain e where "e>0" and e:"\<forall>x'. dist x' x < e \<longrightarrow> x' \<in> s" using assms(2)[unfolded open_dist, THEN bspec[where x=x]] by auto
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  3816
    have "e * abs c > 0" using assms(1)[unfolded zero_less_abs_iff[THEN sym]] using mult_pos_pos[OF `e>0`] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3817
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3818
    { fix y assume "dist y (c *\<^sub>R x) < e * \<bar>c\<bar>"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3819
      hence "norm ((1 / c) *\<^sub>R y - x) < e" unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3820
        using norm_scaleR[of c "(1 / c) *\<^sub>R y - x", unfolded scaleR_right_diff_distrib, unfolded scaleR_scaleR] assms(1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3821
          assms(1)[unfolded zero_less_abs_iff[THEN sym]] by (simp del:zero_less_abs_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3822
      hence "y \<in> op *\<^sub>R c ` s" using rev_image_eqI[of "(1 / c) *\<^sub>R y" s y "op *\<^sub>R c"]  e[THEN spec[where x="(1 / c) *\<^sub>R y"]]  assms(1) unfolding dist_norm scaleR_scaleR by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3823
    ultimately have "\<exists>e>0. \<forall>x'. dist x' (c *\<^sub>R x) < e \<longrightarrow> x' \<in> op *\<^sub>R c ` s" apply(rule_tac x="e * abs c" in exI) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3824
  thus ?thesis unfolding open_dist by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3825
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3826
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3827
lemma minus_image_eq_vimage:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3828
  fixes A :: "'a::ab_group_add set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3829
  shows "(\<lambda>x. - x) ` A = (\<lambda>x. - x) -` A"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3830
  by (auto intro!: image_eqI [where f="\<lambda>x. - x"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3831
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3832
lemma open_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3833
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3834
  shows "open s ==> open ((\<lambda> x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3835
  unfolding scaleR_minus1_left [symmetric]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3836
  by (rule open_scaling, auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3837
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3838
lemma open_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3839
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3840
  assumes "open s"  shows "open((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3841
proof-
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3842
  { fix x have "continuous (at x) (\<lambda>x. x - a)"
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3843
      by (intro continuous_diff continuous_at_id continuous_const) }
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3844
  moreover have "{x. x - a \<in> s} = op + a ` s" by force
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3845
  ultimately show ?thesis using continuous_open_preimage_univ[of "\<lambda>x. x - a" s] using assms by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  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 open_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3849
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3850
  assumes "open s"  "c \<noteq> 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3851
  shows "open ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3852
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3853
  have *:"(\<lambda>x. a + c *\<^sub>R x) = (\<lambda>x. a + x) \<circ> (\<lambda>x. c *\<^sub>R x)" unfolding o_def ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3854
  have "op + a ` op *\<^sub>R c ` s = (op + a \<circ> op *\<^sub>R c) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3855
  thus ?thesis using assms open_translation[of "op *\<^sub>R c ` s" a] unfolding * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3856
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3857
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3858
lemma interior_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3859
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3860
  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
  3861
proof (rule set_eqI, rule)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3862
  fix x assume "x \<in> interior (op + a ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3863
  then obtain e where "e>0" and e:"ball x e \<subseteq> op + a ` s" unfolding mem_interior by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3864
  hence "ball (x - a) e \<subseteq> s" unfolding subset_eq Ball_def mem_ball dist_norm apply auto apply(erule_tac x="a + xa" in allE) unfolding ab_group_add_class.diff_diff_eq[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3865
  thus "x \<in> op + a ` interior s" unfolding image_iff apply(rule_tac x="x - a" in bexI) unfolding mem_interior using `e > 0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3866
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3867
  fix x assume "x \<in> op + a ` interior s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3868
  then obtain y e where "e>0" and e:"ball y e \<subseteq> s" and y:"x = a + y" unfolding image_iff Bex_def mem_interior by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3869
  { fix z have *:"a + y - z = y + a - z" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3870
    assume "z\<in>ball x e"
45548
3e2722d66169 Groups.thy: generalize several lemmas from class ab_group_add to class group_add
huffman
parents: 45270
diff changeset
  3871
    hence "z - a \<in> s" using e[unfolded subset_eq, THEN bspec[where x="z - a"]] unfolding mem_ball dist_norm y group_add_class.diff_diff_eq2 * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3872
    hence "z \<in> op + a ` s" unfolding image_iff by(auto intro!: bexI[where x="z - a"])  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3873
  hence "ball x e \<subseteq> op + a ` s" unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3874
  thus "x \<in> interior (op + a ` s)" unfolding mem_interior using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3875
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3876
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3877
text {* Topological properties of linear functions. *}
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3878
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3879
lemma linear_lim_0:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3880
  assumes "bounded_linear f" shows "(f ---> 0) (at (0))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3881
proof-
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3882
  interpret f: bounded_linear f by fact
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3883
  have "(f ---> f 0) (at 0)"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3884
    using tendsto_ident_at by (rule f.tendsto)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3885
  thus ?thesis unfolding f.zero .
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3886
qed
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3887
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3888
lemma linear_continuous_at:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3889
  assumes "bounded_linear f"  shows "continuous (at a) f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3890
  unfolding continuous_at using assms
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3891
  apply (rule bounded_linear.tendsto)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3892
  apply (rule tendsto_ident_at)
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3893
  done
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3894
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3895
lemma linear_continuous_within:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3896
  shows "bounded_linear f ==> continuous (at x within s) f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3897
  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
  3898
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3899
lemma linear_continuous_on:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3900
  shows "bounded_linear f ==> continuous_on s f"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3901
  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
  3902
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3903
text {* Also bilinear functions, in composition form. *}
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3904
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3905
lemma bilinear_continuous_at_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3906
  shows "continuous (at x) f \<Longrightarrow> continuous (at x) g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3907
        ==> continuous (at x) (\<lambda>x. h (f x) (g x))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3908
  unfolding continuous_at using Lim_bilinear[of f "f x" "(at x)" g "g x" h] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3909
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3910
lemma bilinear_continuous_within_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3911
  shows "continuous (at x within s) f \<Longrightarrow> continuous (at x within s) g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3912
        ==> continuous (at x within s) (\<lambda>x. h (f x) (g x))"
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3913
  unfolding continuous_within using Lim_bilinear[of f "f x"] by auto
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3914
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3915
lemma bilinear_continuous_on_compose:
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3916
  shows "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> bounded_bilinear h
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3917
             ==> continuous_on s (\<lambda>x. h (f x) (g x))"
36441
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3918
  unfolding continuous_on_def
1d7704c29af3 generalized many lemmas about continuity
huffman
parents: 36440
diff changeset
  3919
  by (fast elim: bounded_bilinear.tendsto)
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  3920
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3921
text {* Preservation of compactness and connectedness under continuous function. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3922
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3923
lemma compact_continuous_image:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3924
  assumes "continuous_on s f"  "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3925
  shows "compact(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3926
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3927
  { fix x assume x:"\<forall>n::nat. x n \<in> f ` s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3928
    then obtain y where y:"\<forall>n. y n \<in> s \<and> x n = f (y n)" unfolding image_iff Bex_def using choice[of "\<lambda>n xa. xa \<in> s \<and> x n = f xa"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3929
    then obtain l r where "l\<in>s" and r:"subseq r" and lr:"((y \<circ> r) ---> l) sequentially" using assms(2)[unfolded compact_def, THEN spec[where x=y]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3930
    { fix e::real assume "e>0"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3931
      then obtain d where "d>0" and d:"\<forall>x'\<in>s. dist x' l < d \<longrightarrow> dist (f x') (f l) < e" using assms(1)[unfolded continuous_on_iff, THEN bspec[where x=l], OF `l\<in>s`] by auto
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3932
      then obtain N::nat where N:"\<forall>n\<ge>N. dist ((y \<circ> r) n) l < d" using lr[unfolded LIMSEQ_def, THEN spec[where x=d]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3933
      { fix n::nat assume "n\<ge>N" hence "dist ((x \<circ> r) n) (f l) < e" using N[THEN spec[where x=n]] d[THEN bspec[where x="y (r n)"]] y[THEN spec[where x="r n"]] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3934
      hence "\<exists>N. \<forall>n\<ge>N. dist ((x \<circ> r) n) (f l) < e" by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  3935
    hence "\<exists>l\<in>f ` s. \<exists>r. subseq r \<and> ((x \<circ> r) ---> l) sequentially" unfolding LIMSEQ_def using r lr `l\<in>s` by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3936
  thus ?thesis unfolding compact_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3937
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3938
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3939
lemma connected_continuous_image:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3940
  assumes "continuous_on s f"  "connected s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3941
  shows "connected(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3942
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3943
  { fix T assume as: "T \<noteq> {}"  "T \<noteq> f ` s"  "openin (subtopology euclidean (f ` s)) T"  "closedin (subtopology euclidean (f ` s)) T"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3944
    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
  3945
      using assms(1)[unfolded continuous_on_open, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3946
      using assms(1)[unfolded continuous_on_closed, THEN spec[where x=T]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3947
      using assms(2)[unfolded connected_clopen, THEN spec[where x="{x \<in> s. f x \<in> T}"]] as(3,4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3948
    hence False using as(1,2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3949
      using as(4)[unfolded closedin_def topspace_euclidean_subtopology] by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3950
  thus ?thesis unfolding connected_clopen by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3951
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3952
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  3953
text {* Continuity implies uniform continuity on a compact domain. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3954
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3955
lemma compact_uniformly_continuous:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3956
  assumes "continuous_on s f"  "compact s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3957
  shows "uniformly_continuous_on s f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3958
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3959
    { fix x assume x:"x\<in>s"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  3960
      hence "\<forall>xa. \<exists>y. 0 < xa \<longrightarrow> (y > 0 \<and> (\<forall>x'\<in>s. dist x' x < y \<longrightarrow> dist (f x') (f x) < xa))" using assms(1)[unfolded continuous_on_iff, THEN bspec[where x=x]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3961
      hence "\<exists>fa. \<forall>xa>0. \<forall>x'\<in>s. fa xa > 0 \<and> (dist x' x < fa xa \<longrightarrow> dist (f x') (f x) < xa)" using choice[of "\<lambda>e d. e>0 \<longrightarrow> d>0 \<and>(\<forall>x'\<in>s. (dist x' x < d \<longrightarrow> dist (f x') (f x) < e))"] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3962
    then have "\<forall>x\<in>s. \<exists>y. \<forall>xa. 0 < xa \<longrightarrow> (\<forall>x'\<in>s. y xa > 0 \<and> (dist x' x < y xa \<longrightarrow> dist (f x') (f x) < xa))" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3963
    then obtain d where d:"\<forall>e>0. \<forall>x\<in>s. \<forall>x'\<in>s. d x e > 0 \<and> (dist x' x < d x e \<longrightarrow> dist (f x') (f x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3964
      using bchoice[of s "\<lambda>x fa. \<forall>xa>0. \<forall>x'\<in>s. fa xa > 0 \<and> (dist x' x < fa xa \<longrightarrow> dist (f x') (f x) < xa)"] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3965
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3966
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3967
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3968
    { fix x assume "x\<in>s" hence "x \<in> ball x (d x (e / 2))" unfolding centre_in_ball using d[THEN spec[where x="e/2"]] using `e>0` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3969
    hence "s \<subseteq> \<Union>{ball x (d x (e / 2)) |x. x \<in> s}" unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3970
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3971
    { fix b assume "b\<in>{ball x (d x (e / 2)) |x. x \<in> s}" hence "open b" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3972
    ultimately obtain ea where "ea>0" and ea:"\<forall>x\<in>s. \<exists>b\<in>{ball x (d x (e / 2)) |x. x \<in> s}. ball x ea \<subseteq> b" using heine_borel_lemma[OF assms(2), of "{ball x (d x (e / 2)) | x. x\<in>s }"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3973
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3974
    { fix x y assume "x\<in>s" "y\<in>s" and as:"dist y x < ea"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3975
      obtain z where "z\<in>s" and z:"ball x ea \<subseteq> ball z (d z (e / 2))" using ea[THEN bspec[where x=x]] and `x\<in>s` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3976
      hence "x\<in>ball z (d z (e / 2))" using `ea>0` unfolding subset_eq by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3977
      hence "dist (f z) (f x) < e / 2" using d[THEN spec[where x="e/2"]] and `e>0` and `x\<in>s` and `z\<in>s`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3978
        by (auto  simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3979
      moreover have "y\<in>ball z (d z (e / 2))" using as and `ea>0` and z[unfolded subset_eq]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3980
        by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3981
      hence "dist (f z) (f y) < e / 2" using d[THEN spec[where x="e/2"]] and `e>0` and `y\<in>s` and `z\<in>s`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3982
        by (auto  simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3983
      ultimately have "dist (f y) (f x) < e" using dist_triangle_half_r[of "f z" "f x" e "f y"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3984
        by (auto simp add: dist_commute)  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3985
    then have "\<exists>d>0. \<forall>x\<in>s. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (f x') (f x) < e" using `ea>0` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3986
  thus ?thesis unfolding uniformly_continuous_on_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3987
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3988
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3989
text{* Continuity of inverse function on compact domain. *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3990
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  3991
lemma continuous_on_inv:
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3992
  fixes f :: "'a::heine_borel \<Rightarrow> 'b::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3993
    (* TODO: can this be generalized more? *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3994
  assumes "continuous_on s f"  "compact s"  "\<forall>x \<in> s. g (f x) = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3995
  shows "continuous_on (f ` s) g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3996
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3997
  have *:"g ` f ` s = s" using assms(3) by (auto simp add: image_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3998
  { fix t assume t:"closedin (subtopology euclidean (g ` f ` s)) t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  3999
    then obtain T where T: "closed T" "t = s \<inter> T" unfolding closedin_closed unfolding * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4000
    have "continuous_on (s \<inter> T) f" using continuous_on_subset[OF assms(1), of "s \<inter> t"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4001
      unfolding T(2) and Int_left_absorb by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4002
    moreover have "compact (s \<inter> T)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4003
      using assms(2) unfolding compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4004
      using bounded_subset[of s "s \<inter> T"] and T(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4005
    ultimately have "closed (f ` t)" using T(1) unfolding T(2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4006
      using compact_continuous_image [of "s \<inter> T" f] unfolding compact_eq_bounded_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4007
    moreover have "{x \<in> f ` s. g x \<in> t} = f ` s \<inter> f ` t" using assms(3) unfolding T(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4008
    ultimately have "closedin (subtopology euclidean (f ` s)) {x \<in> f ` s. g x \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4009
      unfolding closedin_closed by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4010
  thus ?thesis unfolding continuous_on_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4011
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4012
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4013
text {* A uniformly convergent limit of continuous functions is continuous. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4014
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4015
lemma continuous_uniform_limit:
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4016
  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
  4017
  assumes "\<not> trivial_limit F"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4018
  assumes "eventually (\<lambda>n. continuous_on s (f n)) F"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4019
  assumes "\<forall>e>0. eventually (\<lambda>n. \<forall>x\<in>s. dist (f n x) (g x) < e) F"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4020
  shows "continuous_on s g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4021
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4022
  { fix x and e::real assume "x\<in>s" "e>0"
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4023
    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
  4024
      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
  4025
    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
  4026
    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
  4027
      using assms(1) by blast
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4028
    have "e / 3 > 0" using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4029
    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
  4030
      using n(2)[unfolded continuous_on_iff, THEN bspec[where x=x], OF `x\<in>s`, THEN spec[where x="e/3"]] by blast
44212
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4031
    { fix y assume "y \<in> s" and "dist y x < d"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4032
      hence "dist (f n y) (f n x) < e / 3"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4033
        by (rule d [rule_format])
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4034
      hence "dist (f n y) (g x) < 2 * e / 3"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4035
        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
  4036
        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
  4037
        by auto
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4038
      hence "dist (g y) (g x) < e"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4039
        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
  4040
        using dist_triangle3 [of "g y" "g x" "f n y"]
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4041
        by auto }
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4042
    hence "\<exists>d>0. \<forall>x'\<in>s. dist x' x < d \<longrightarrow> dist (g x') (g x) < e"
4d10e7f342b1 generalize lemma continuous_uniform_limit to class metric_space
huffman
parents: 44211
diff changeset
  4043
      using `d>0` by auto }
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4044
  thus ?thesis unfolding continuous_on_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4045
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4046
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4047
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4048
subsection {* Topological stuff lifted from and dropped to R *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4049
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4050
lemma open_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4051
  fixes s :: "real set" shows
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4052
 "open s \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4053
        (\<forall>x \<in> s. \<exists>e>0. \<forall>x'. abs(x' - x) < e --> x' \<in> s)" (is "?lhs = ?rhs")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4054
  unfolding open_dist dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4055
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4056
lemma islimpt_approachable_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4057
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4058
  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
  4059
  unfolding islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4060
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4061
lemma closed_real:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4062
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4063
  shows "closed s \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4064
        (\<forall>x. (\<forall>e>0.  \<exists>x' \<in> s. x' \<noteq> x \<and> abs(x' - x) < e)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4065
            --> x \<in> s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4066
  unfolding closed_limpt islimpt_approachable dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4067
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4068
lemma continuous_at_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4069
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4070
  shows "continuous (at x) f \<longleftrightarrow> (\<forall>e>0. \<exists>d>0.
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4071
        \<forall>x'. norm(x' - x) < d --> abs(f x' - f x) < e)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4072
  unfolding continuous_at unfolding Lim_at
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4073
  unfolding dist_nz[THEN sym] unfolding dist_norm apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4074
  apply(erule_tac x=e in allE) apply auto apply (rule_tac x=d in exI) apply auto apply (erule_tac x=x' in allE) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4075
  apply(erule_tac x=e in allE) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4076
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4077
lemma continuous_on_real_range:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4078
  fixes f :: "'a::real_normed_vector \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4079
  shows "continuous_on s f \<longleftrightarrow> (\<forall>x \<in> s. \<forall>e>0. \<exists>d>0. (\<forall>x' \<in> s. norm(x' - x) < d --> abs(f x' - f x) < e))"
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  4080
  unfolding continuous_on_iff dist_norm by simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4081
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4082
text {* Hence some handy theorems on distance, diameter etc. of/from a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4083
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4084
lemma compact_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4085
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4086
  assumes "compact s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4087
  shows "\<exists>x \<in> s. \<forall>y \<in> s. y \<le> x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4088
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4089
  from assms(1) have a:"bounded s" "closed s" unfolding compact_eq_bounded_closed by auto
33270
paulson
parents: 33175
diff changeset
  4090
  { fix e::real assume as: "\<forall>x\<in>s. x \<le> Sup s" "Sup s \<notin> s"  "0 < e" "\<forall>x'\<in>s. x' = Sup s \<or> \<not> Sup s - x' < e"
paulson
parents: 33175
diff changeset
  4091
    have "isLub UNIV s (Sup s)" using Sup[OF assms(2)] unfolding setle_def using as(1) by auto
paulson
parents: 33175
diff changeset
  4092
    moreover have "isUb UNIV s (Sup s - e)" unfolding isUb_def unfolding setle_def using as(4,2) by auto
paulson
parents: 33175
diff changeset
  4093
    ultimately have False using isLub_le_isUb[of UNIV s "Sup s" "Sup s - e"] using `e>0` by auto  }
paulson
parents: 33175
diff changeset
  4094
  thus ?thesis using bounded_has_Sup(1)[OF a(1) assms(2)] using a(2)[unfolded closed_real, THEN spec[where x="Sup s"]]
paulson
parents: 33175
diff changeset
  4095
    apply(rule_tac x="Sup s" in bexI) by auto
paulson
parents: 33175
diff changeset
  4096
qed
paulson
parents: 33175
diff changeset
  4097
paulson
parents: 33175
diff changeset
  4098
lemma Inf:
paulson
parents: 33175
diff changeset
  4099
  fixes S :: "real set"
paulson
parents: 33175
diff changeset
  4100
  shows "S \<noteq> {} ==> (\<exists>b. b <=* S) ==> isGlb UNIV S (Inf S)"
paulson
parents: 33175
diff changeset
  4101
by (auto simp add: isLb_def setle_def setge_def isGlb_def greatestP_def) 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4102
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4103
lemma compact_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4104
  fixes s :: "real set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4105
  assumes "compact s" "s \<noteq> {}"  shows "\<exists>x \<in> s. \<forall>y \<in> s. x \<le> y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4106
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4107
  from assms(1) have a:"bounded s" "closed s" unfolding compact_eq_bounded_closed by auto
33270
paulson
parents: 33175
diff changeset
  4108
  { fix e::real assume as: "\<forall>x\<in>s. x \<ge> Inf s"  "Inf s \<notin> s"  "0 < e"
paulson
parents: 33175
diff changeset
  4109
      "\<forall>x'\<in>s. x' = Inf s \<or> \<not> abs (x' - Inf s) < e"
paulson
parents: 33175
diff changeset
  4110
    have "isGlb UNIV s (Inf s)" using Inf[OF assms(2)] unfolding setge_def using as(1) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4111
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4112
    { fix x assume "x \<in> s"
33270
paulson
parents: 33175
diff changeset
  4113
      hence *:"abs (x - Inf s) = x - Inf s" using as(1)[THEN bspec[where x=x]] by auto
paulson
parents: 33175
diff changeset
  4114
      have "Inf s + e \<le> x" using as(4)[THEN bspec[where x=x]] using as(2) `x\<in>s` unfolding * by auto }
paulson
parents: 33175
diff changeset
  4115
    hence "isLb UNIV s (Inf s + e)" unfolding isLb_def and setge_def by auto
paulson
parents: 33175
diff changeset
  4116
    ultimately have False using isGlb_le_isLb[of UNIV s "Inf s" "Inf s + e"] using `e>0` by auto  }
paulson
parents: 33175
diff changeset
  4117
  thus ?thesis using bounded_has_Inf(1)[OF a(1) assms(2)] using a(2)[unfolded closed_real, THEN spec[where x="Inf s"]]
paulson
parents: 33175
diff changeset
  4118
    apply(rule_tac x="Inf s" in bexI) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4119
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4120
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4121
lemma continuous_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4122
  fixes f :: "'a::metric_space \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4123
  shows "compact s \<Longrightarrow> s \<noteq> {} \<Longrightarrow> continuous_on s f
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4124
        ==> (\<exists>x \<in> s. \<forall>y \<in> s.  f y \<le> f x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4125
  using compact_attains_sup[of "f ` s"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4126
  using compact_continuous_image[of s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4127
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4128
lemma continuous_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4129
  fixes f :: "'a::metric_space \<Rightarrow> real"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4130
  shows "compact s \<Longrightarrow> s \<noteq> {} \<Longrightarrow> continuous_on s f
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4131
        \<Longrightarrow> (\<exists>x \<in> s. \<forall>y \<in> s. f x \<le> f y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4132
  using compact_attains_inf[of "f ` s"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4133
  using compact_continuous_image[of s f] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4134
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4135
lemma distance_attains_sup:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4136
  assumes "compact s" "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4137
  shows "\<exists>x \<in> s. \<forall>y \<in> s. dist a y \<le> dist a x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4138
proof (rule continuous_attains_sup [OF assms])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4139
  { fix x assume "x\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4140
    have "(dist a ---> dist a x) (at x within s)"
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44533
diff changeset
  4141
      by (intro tendsto_dist tendsto_const Lim_at_within tendsto_ident_at)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4142
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4143
  thus "continuous_on s (dist a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4144
    unfolding continuous_on ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4145
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4146
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4147
text {* For \emph{minimal} distance, we only need closure, not compactness. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4148
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4149
lemma distance_attains_inf:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4150
  fixes a :: "'a::heine_borel"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4151
  assumes "closed s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4152
  shows "\<exists>x \<in> s. \<forall>y \<in> s. dist a x \<le> dist a y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4153
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4154
  from assms(2) obtain b where "b\<in>s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4155
  let ?B = "cball a (dist b a) \<inter> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4156
  have "b \<in> ?B" using `b\<in>s` by (simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4157
  hence "?B \<noteq> {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4158
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4159
  { fix x assume "x\<in>?B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4160
    fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4161
    { fix x' assume "x'\<in>?B" and as:"dist x' x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4162
      from as have "\<bar>dist a x' - dist a x\<bar> < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4163
        unfolding abs_less_iff minus_diff_eq
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4164
        using dist_triangle2 [of a x' x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4165
        using dist_triangle [of a x x']
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4166
        by arith
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4167
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4168
    hence "\<exists>d>0. \<forall>x'\<in>?B. dist x' x < d \<longrightarrow> \<bar>dist a x' - dist a x\<bar> < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4169
      using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4170
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4171
  hence "continuous_on (cball a (dist b a) \<inter> s) (dist a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4172
    unfolding continuous_on Lim_within dist_norm real_norm_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4173
    by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4174
  moreover have "compact ?B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4175
    using compact_cball[of a "dist b a"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4176
    unfolding compact_eq_bounded_closed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4177
    using bounded_Int and closed_Int and assms(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4178
  ultimately obtain x where "x\<in>cball a (dist b a) \<inter> s" "\<forall>y\<in>cball a (dist b a) \<inter> s. dist a x \<le> dist a y"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  4179
    using continuous_attains_inf[of ?B "dist a"] by fastforce
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  4180
  thus ?thesis by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4181
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4182
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4183
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  4184
subsection {* Pasted sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4185
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4186
lemma bounded_Times:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4187
  assumes "bounded s" "bounded t" shows "bounded (s \<times> t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4188
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4189
  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
  4190
    using assms [unfolded bounded_def] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4191
  then have "\<forall>z\<in>s \<times> t. dist (x, y) z \<le> sqrt (a\<twosuperior> + b\<twosuperior>)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4192
    by (auto simp add: dist_Pair_Pair real_sqrt_le_mono add_mono power_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4193
  thus ?thesis unfolding bounded_any_center [where a="(x, y)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4194
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4195
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4196
lemma mem_Times_iff: "x \<in> A \<times> B \<longleftrightarrow> fst x \<in> A \<and> snd x \<in> B"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4197
by (induct x) simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4198
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4199
lemma compact_Times: "compact s \<Longrightarrow> compact t \<Longrightarrow> compact (s \<times> t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4200
unfolding compact_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4201
apply clarify
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4202
apply (drule_tac x="fst \<circ> f" in spec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4203
apply (drule mp, simp add: mem_Times_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4204
apply (clarify, rename_tac l1 r1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4205
apply (drule_tac x="snd \<circ> f \<circ> r1" in spec)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4206
apply (drule mp, simp add: mem_Times_iff)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4207
apply (clarify, rename_tac l2 r2)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4208
apply (rule_tac x="(l1, l2)" in rev_bexI, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4209
apply (rule_tac x="r1 \<circ> r2" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4210
apply (rule conjI, simp add: subseq_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4211
apply (drule_tac r=r2 in lim_subseq [COMP swap_prems_rl], assumption)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4212
apply (drule (1) tendsto_Pair) back
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4213
apply (simp add: o_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4214
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4215
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4216
text{* Hence some useful properties follow quite easily. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4217
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4218
lemma compact_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4219
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4220
  assumes "compact s"  shows "compact ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4221
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4222
  let ?f = "\<lambda>x. scaleR c x"
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  4223
  have *:"bounded_linear ?f" by (rule bounded_linear_scaleR_right)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4224
  show ?thesis using compact_continuous_image[of s ?f] continuous_at_imp_continuous_on[of s ?f]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4225
    using linear_continuous_at[OF *] assms by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4226
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4227
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4228
lemma compact_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4229
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4230
  assumes "compact s"  shows "compact ((\<lambda>x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4231
  using compact_scaling [OF assms, of "- 1"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4232
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4233
lemma compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4234
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4235
  assumes "compact s"  "compact t"  shows "compact {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4236
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4237
  have *:"{x + y | x y. x \<in> s \<and> y \<in> t} = (\<lambda>z. fst z + snd z) ` (s \<times> t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4238
    apply auto unfolding image_iff apply(rule_tac x="(xa, y)" in bexI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4239
  have "continuous_on (s \<times> t) (\<lambda>z. fst z + snd z)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4240
    unfolding continuous_on by (rule ballI) (intro tendsto_intros)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4241
  thus ?thesis unfolding * using compact_continuous_image compact_Times [OF assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4242
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4243
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4244
lemma compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4245
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4246
  assumes "compact s" "compact t"  shows "compact {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4247
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4248
  have "{x - y | x y. x\<in>s \<and> y \<in> t} =  {x + y | x y. x \<in> s \<and> y \<in> (uminus ` t)}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4249
    apply auto apply(rule_tac x= xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4250
  thus ?thesis using compact_sums[OF assms(1) compact_negations[OF assms(2)]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4251
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4252
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4253
lemma compact_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4254
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4255
  assumes "compact s"  shows "compact ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4256
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4257
  have "{x + y |x y. x \<in> s \<and> y \<in> {a}} = (\<lambda>x. a + x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4258
  thus ?thesis using compact_sums[OF assms compact_sing[of a]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4259
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4260
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4261
lemma compact_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4262
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4263
  assumes "compact s"  shows "compact ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4264
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4265
  have "op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4266
  thus ?thesis using compact_translation[OF compact_scaling[OF assms], of a c] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4267
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4268
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4269
text {* Hence we get the following. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4270
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4271
lemma compact_sup_maxdistance:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4272
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4273
  assumes "compact s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4274
  shows "\<exists>x\<in>s. \<exists>y\<in>s. \<forall>u\<in>s. \<forall>v\<in>s. norm(u - v) \<le> norm(x - y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4275
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4276
  have "{x - y | x y . x\<in>s \<and> y\<in>s} \<noteq> {}" using `s \<noteq> {}` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4277
  then obtain x where x:"x\<in>{x - y |x y. x \<in> s \<and> y \<in> s}"  "\<forall>y\<in>{x - y |x y. x \<in> s \<and> y \<in> s}. norm y \<le> norm x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4278
    using compact_differences[OF assms(1) assms(1)]
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4279
    using distance_attains_sup[where 'a="'a", unfolded dist_norm, of "{x - y | x y . x\<in>s \<and> y\<in>s}" 0] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4280
  from x(1) obtain a b where "a\<in>s" "b\<in>s" "x = a - b" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4281
  thus ?thesis using x(2)[unfolded `x = a - b`] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4282
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4283
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4284
text {* We can state this in terms of diameter of a set. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4285
33270
paulson
parents: 33175
diff changeset
  4286
definition "diameter s = (if s = {} then 0::real else Sup {norm(x - y) | x y. x \<in> s \<and> y \<in> s})"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4287
  (* TODO: generalize to class metric_space *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4288
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4289
lemma diameter_bounded:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4290
  assumes "bounded s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4291
  shows "\<forall>x\<in>s. \<forall>y\<in>s. norm(x - y) \<le> diameter s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4292
        "\<forall>d>0. d < diameter s --> (\<exists>x\<in>s. \<exists>y\<in>s. norm(x - y) > d)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4293
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4294
  let ?D = "{norm (x - y) |x y. x \<in> s \<and> y \<in> s}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4295
  obtain a where a:"\<forall>x\<in>s. norm x \<le> a" using assms[unfolded bounded_iff] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4296
  { fix x y assume "x \<in> s" "y \<in> s"
36350
bc7982c54e37 dropped group_simps, ring_simps, field_eq_simps
haftmann
parents: 36336
diff changeset
  4297
    hence "norm (x - y) \<le> 2 * a" using norm_triangle_ineq[of x "-y", unfolded norm_minus_cancel] a[THEN bspec[where x=x]] a[THEN bspec[where x=y]] by (auto simp add: field_simps)  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4298
  note * = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4299
  { fix x y assume "x\<in>s" "y\<in>s"  hence "s \<noteq> {}" by auto
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4300
    have "norm(x - y) \<le> diameter s" unfolding diameter_def using `s\<noteq>{}` *[OF `x\<in>s` `y\<in>s`] `x\<in>s` `y\<in>s`
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4301
      by simp (blast del: Sup_upper intro!: * Sup_upper) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4302
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4303
  { fix d::real assume "d>0" "d < diameter s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4304
    hence "s\<noteq>{}" unfolding diameter_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4305
    have "\<exists>d' \<in> ?D. d' > d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4306
    proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4307
      assume "\<not> (\<exists>d'\<in>{norm (x - y) |x y. x \<in> s \<and> y \<in> s}. d < d')"
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4308
      hence "\<forall>d'\<in>?D. d' \<le> d" by auto (metis not_leE) 
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4309
      thus False using `d < diameter s` `s\<noteq>{}` 
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4310
        apply (auto simp add: diameter_def) 
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4311
        apply (drule Sup_real_iff [THEN [2] rev_iffD2])
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4312
        apply (auto, force) 
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4313
        done
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4314
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4315
    hence "\<exists>x\<in>s. \<exists>y\<in>s. norm(x - y) > d" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4316
  ultimately show "\<forall>x\<in>s. \<forall>y\<in>s. norm(x - y) \<le> diameter s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4317
        "\<forall>d>0. d < diameter s --> (\<exists>x\<in>s. \<exists>y\<in>s. norm(x - y) > d)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4318
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4319
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4320
lemma diameter_bounded_bound:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4321
 "bounded s \<Longrightarrow> x \<in> s \<Longrightarrow> y \<in> s ==> norm(x - y) \<le> diameter s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4322
  using diameter_bounded by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4323
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4324
lemma diameter_compact_attained:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4325
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4326
  assumes "compact s"  "s \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4327
  shows "\<exists>x\<in>s. \<exists>y\<in>s. (norm(x - y) = diameter s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4328
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4329
  have b:"bounded s" using assms(1) by (rule compact_imp_bounded)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4330
  then obtain x y where xys:"x\<in>s" "y\<in>s" and xy:"\<forall>u\<in>s. \<forall>v\<in>s. norm (u - v) \<le> norm (x - y)" using compact_sup_maxdistance[OF assms] by auto
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4331
  hence "diameter s \<le> norm (x - y)"
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4332
    unfolding diameter_def by clarsimp (rule Sup_least, fast+)
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  4333
  thus ?thesis
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4334
    by (metis b diameter_bounded_bound order_antisym xys)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4335
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4336
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4337
text {* Related results with closure as the conclusion. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4338
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4339
lemma closed_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4340
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4341
  assumes "closed s" shows "closed ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4342
proof(cases "s={}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4343
  case True thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4344
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4345
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4346
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4347
  proof(cases "c=0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4348
    have *:"(\<lambda>x. 0) ` s = {0}" using `s\<noteq>{}` by auto
36668
941ba2da372e simplify definition of t1_space; generalize lemma closed_sing and related lemmas
huffman
parents: 36667
diff changeset
  4349
    case True thus ?thesis apply auto unfolding * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4350
  next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4351
    case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4352
    { fix x l assume as:"\<forall>n::nat. x n \<in> scaleR c ` s"  "(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4353
      { fix n::nat have "scaleR (1 / c) (x n) \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4354
          using as(1)[THEN spec[where x=n]]
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4355
          using `c\<noteq>0` by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4356
      }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4357
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4358
      { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4359
        hence "0 < e *\<bar>c\<bar>"  using `c\<noteq>0` mult_pos_pos[of e "abs c"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4360
        then obtain N where "\<forall>n\<ge>N. dist (x n) l < e * \<bar>c\<bar>"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  4361
          using as(2)[unfolded LIMSEQ_def, THEN spec[where x="e * abs c"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4362
        hence "\<exists>N. \<forall>n\<ge>N. dist (scaleR (1 / c) (x n)) (scaleR (1 / c) l) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4363
          unfolding dist_norm unfolding scaleR_right_diff_distrib[THEN sym]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4364
          using mult_imp_div_pos_less[of "abs c" _ e] `c\<noteq>0` by auto  }
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  4365
      hence "((\<lambda>n. scaleR (1 / c) (x n)) ---> scaleR (1 / c) l) sequentially" unfolding LIMSEQ_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4366
      ultimately have "l \<in> scaleR c ` s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4367
        using assms[unfolded closed_sequential_limits, THEN spec[where x="\<lambda>n. scaleR (1/c) (x n)"], THEN spec[where x="scaleR (1/c) l"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4368
        unfolding image_iff using `c\<noteq>0` apply(rule_tac x="scaleR (1 / c) l" in bexI) by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4369
    thus ?thesis unfolding closed_sequential_limits by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4370
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4371
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4372
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4373
lemma closed_negations:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4374
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4375
  assumes "closed s"  shows "closed ((\<lambda>x. -x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4376
  using closed_scaling[OF assms, of "- 1"] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4377
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4378
lemma compact_closed_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4379
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4380
  assumes "compact s"  "closed t"  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4381
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4382
  let ?S = "{x + y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4383
  { fix x l assume as:"\<forall>n. x n \<in> ?S"  "(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4384
    from as(1) obtain f where f:"\<forall>n. x n = fst (f n) + snd (f n)"  "\<forall>n. fst (f n) \<in> s"  "\<forall>n. snd (f n) \<in> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4385
      using choice[of "\<lambda>n y. x n = (fst y) + (snd y) \<and> fst y \<in> s \<and> snd y \<in> t"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4386
    obtain l' r where "l'\<in>s" and r:"subseq r" and lr:"(((\<lambda>n. fst (f n)) \<circ> r) ---> l') sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4387
      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
  4388
    have "((\<lambda>n. snd (f (r n))) ---> l - l') sequentially"
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  4389
      using tendsto_diff[OF lim_subseq[OF r as(2)] lr] and f(1) unfolding o_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4390
    hence "l - l' \<in> t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4391
      using assms(2)[unfolded closed_sequential_limits, THEN spec[where x="\<lambda> n. snd (f (r n))"], THEN spec[where x="l - l'"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4392
      using f(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4393
    hence "l \<in> ?S" using `l' \<in> s` apply auto apply(rule_tac x=l' in exI) apply(rule_tac x="l - l'" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4394
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4395
  thus ?thesis unfolding closed_sequential_limits by fast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4396
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4397
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4398
lemma closed_compact_sums:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4399
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4400
  assumes "closed s"  "compact t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4401
  shows "closed {x + y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4402
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4403
  have "{x + y |x y. x \<in> t \<and> y \<in> s} = {x + y |x y. x \<in> s \<and> y \<in> t}" apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4404
    apply(rule_tac x=y in exI) apply auto apply(rule_tac x=y in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4405
  thus ?thesis using compact_closed_sums[OF assms(2,1)] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4406
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4407
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4408
lemma compact_closed_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4409
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4410
  assumes "compact s"  "closed t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4411
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4412
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4413
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} =  {x - y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4414
    apply auto apply(rule_tac x=xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4415
  thus ?thesis using compact_closed_sums[OF assms(1) closed_negations[OF assms(2)]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4416
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4417
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4418
lemma closed_compact_differences:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4419
  fixes s t :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4420
  assumes "closed s" "compact t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4421
  shows "closed {x - y | x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4422
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4423
  have "{x + y |x y. x \<in> s \<and> y \<in> uminus ` t} = {x - y |x y. x \<in> s \<and> y \<in> t}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4424
    apply auto apply(rule_tac x=xa in exI) apply auto apply(rule_tac x=xa in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4425
 thus ?thesis using closed_compact_sums[OF assms(1) compact_negations[OF assms(2)]] by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4426
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4427
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4428
lemma closed_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4429
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4430
  assumes "closed s"  shows "closed ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4431
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4432
  have "{a + y |y. y \<in> s} = (op + a ` s)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4433
  thus ?thesis using compact_closed_sums[OF compact_sing[of a] assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4434
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4435
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4436
lemma translation_Compl:
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4437
  fixes a :: "'a::ab_group_add"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4438
  shows "(\<lambda>x. a + x) ` (- t) = - ((\<lambda>x. a + x) ` t)"
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4439
  apply (auto simp add: image_iff) apply(rule_tac x="x - a" in bexI) by auto
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4440
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4441
lemma translation_UNIV:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4442
  fixes a :: "'a::ab_group_add" shows "range (\<lambda>x. a + x) = UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4443
  apply (auto simp add: image_iff) apply(rule_tac x="x - a" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4444
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4445
lemma translation_diff:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4446
  fixes a :: "'a::ab_group_add"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4447
  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
  4448
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4449
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4450
lemma closure_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4451
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4452
  shows "closure ((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (closure s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4453
proof-
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4454
  have *:"op + a ` (- s) = - op + a ` s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4455
    apply auto unfolding image_iff apply(rule_tac x="x - a" in bexI) by auto
34105
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4456
  show ?thesis unfolding closure_interior translation_Compl
87cbdecaa879 replace 'UNIV - S' with '- S'
huffman
parents: 34104
diff changeset
  4457
    using interior_translation[of a "- s"] unfolding * by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4458
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4459
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4460
lemma frontier_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4461
  fixes a :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4462
  shows "frontier((\<lambda>x. a + x) ` s) = (\<lambda>x. a + x) ` (frontier s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4463
  unfolding frontier_def translation_diff interior_translation closure_translation by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4464
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4465
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4466
subsection {* Separation between points and sets *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4467
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4468
lemma separate_point_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4469
  fixes s :: "'a::heine_borel set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4470
  shows "closed s \<Longrightarrow> a \<notin> s  ==> (\<exists>d>0. \<forall>x\<in>s. d \<le> dist a x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4471
proof(cases "s = {}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4472
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4473
  thus ?thesis by(auto intro!: exI[where x=1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4474
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4475
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4476
  assume "closed s" "a \<notin> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4477
  then obtain x where "x\<in>s" "\<forall>y\<in>s. dist a x \<le> dist a y" using `s \<noteq> {}` distance_attains_inf [of s a] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4478
  with `x\<in>s` show ?thesis using dist_pos_lt[of a x] and`a \<notin> s` by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4479
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4480
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4481
lemma separate_compact_closed:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4482
  fixes s t :: "'a::{heine_borel, real_normed_vector} set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4483
    (* TODO: does this generalize to heine_borel? *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4484
  assumes "compact s" and "closed t" and "s \<inter> t = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4485
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4486
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4487
  have "0 \<notin> {x - y |x y. x \<in> s \<and> y \<in> t}" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4488
  then obtain d where "d>0" and d:"\<forall>x\<in>{x - y |x y. x \<in> s \<and> y \<in> t}. d \<le> dist 0 x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4489
    using separate_point_closed[OF compact_closed_differences[OF assms(1,2)], of 0] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4490
  { fix x y assume "x\<in>s" "y\<in>t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4491
    hence "x - y \<in> {x - y |x y. x \<in> s \<and> y \<in> t}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4492
    hence "d \<le> dist (x - y) 0" using d[THEN bspec[where x="x - y"]] using dist_commute
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4493
      by (auto  simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4494
    hence "d \<le> dist x y" unfolding dist_norm by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4495
  thus ?thesis using `d>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4496
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4497
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4498
lemma separate_closed_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4499
  fixes s t :: "'a::{heine_borel, real_normed_vector} set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4500
  assumes "closed s" and "compact t" and "s \<inter> t = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4501
  shows "\<exists>d>0. \<forall>x\<in>s. \<forall>y\<in>t. d \<le> dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4502
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4503
  have *:"t \<inter> s = {}" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4504
  show ?thesis using separate_compact_closed[OF assms(2,1) *]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4505
    apply auto apply(rule_tac x=d in exI) apply auto apply (erule_tac x=y in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4506
    by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4507
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4508
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4509
36439
a65320184de9 move intervals section heading
huffman
parents: 36438
diff changeset
  4510
subsection {* Intervals *}
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4511
  
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4512
lemma interval: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4513
  "{a <..< b} = {x::'a. \<forall>i<DIM('a). a$$i < x$$i \<and> x$$i < b$$i}" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4514
  "{a .. b} = {x::'a. \<forall>i<DIM('a). a$$i \<le> x$$i \<and> x$$i \<le> b$$i}"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  4515
  by(auto simp add:set_eq_iff eucl_le[where 'a='a] eucl_less[where 'a='a])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4516
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4517
lemma mem_interval: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4518
  "x \<in> {a<..<b} \<longleftrightarrow> (\<forall>i<DIM('a). a$$i < x$$i \<and> x$$i < b$$i)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4519
  "x \<in> {a .. b} \<longleftrightarrow> (\<forall>i<DIM('a). a$$i \<le> x$$i \<and> x$$i \<le> b$$i)"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  4520
  using interval[of a b] by(auto simp add: set_eq_iff eucl_le[where 'a='a] eucl_less[where 'a='a])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4521
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4522
lemma interval_eq_empty: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4523
 "({a <..< b} = {} \<longleftrightarrow> (\<exists>i<DIM('a). b$$i \<le> a$$i))" (is ?th1) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4524
 "({a  ..  b} = {} \<longleftrightarrow> (\<exists>i<DIM('a). b$$i < a$$i))" (is ?th2)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4525
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4526
  { fix i x assume i:"i<DIM('a)" and as:"b$$i \<le> a$$i" and x:"x\<in>{a <..< b}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4527
    hence "a $$ i < x $$ i \<and> x $$ i < b $$ i" unfolding mem_interval by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4528
    hence "a$$i < b$$i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4529
    hence False using as by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4530
  moreover
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4531
  { assume as:"\<forall>i<DIM('a). \<not> (b$$i \<le> a$$i)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4532
    let ?x = "(1/2) *\<^sub>R (a + b)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4533
    { fix i assume i:"i<DIM('a)" 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4534
      have "a$$i < b$$i" using as[THEN spec[where x=i]] using i by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4535
      hence "a$$i < ((1/2) *\<^sub>R (a+b)) $$ i" "((1/2) *\<^sub>R (a+b)) $$ i < b$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4536
        unfolding euclidean_simps by auto }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4537
    hence "{a <..< b} \<noteq> {}" using mem_interval(1)[of "?x" a b] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4538
  ultimately show ?th1 by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4539
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4540
  { fix i x assume i:"i<DIM('a)" and as:"b$$i < a$$i" and x:"x\<in>{a .. b}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4541
    hence "a $$ i \<le> x $$ i \<and> x $$ i \<le> b $$ i" unfolding mem_interval by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4542
    hence "a$$i \<le> b$$i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4543
    hence False using as by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4544
  moreover
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4545
  { assume as:"\<forall>i<DIM('a). \<not> (b$$i < a$$i)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4546
    let ?x = "(1/2) *\<^sub>R (a + b)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4547
    { fix i assume i:"i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4548
      have "a$$i \<le> b$$i" using as[THEN spec[where x=i]] by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4549
      hence "a$$i \<le> ((1/2) *\<^sub>R (a+b)) $$ i" "((1/2) *\<^sub>R (a+b)) $$ i \<le> b$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4550
        unfolding euclidean_simps by auto }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4551
    hence "{a .. b} \<noteq> {}" using mem_interval(2)[of "?x" a b] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4552
  ultimately show ?th2 by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4553
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4554
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4555
lemma interval_ne_empty: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4556
  "{a  ..  b} \<noteq> {} \<longleftrightarrow> (\<forall>i<DIM('a). a$$i \<le> b$$i)" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4557
  "{a <..< b} \<noteq> {} \<longleftrightarrow> (\<forall>i<DIM('a). a$$i < b$$i)"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  4558
  unfolding interval_eq_empty[of a b] by fastforce+
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4559
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4560
lemma interval_sing:
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4561
  fixes a :: "'a::ordered_euclidean_space"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4562
  shows "{a .. a} = {a}" and "{a<..<a} = {}"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4563
  unfolding set_eq_iff mem_interval eq_iff [symmetric]
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4564
  by (auto simp add: euclidean_eq[where 'a='a] eq_commute
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4565
    eucl_less[where 'a='a] eucl_le[where 'a='a])
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4566
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4567
lemma subset_interval_imp: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4568
 "(\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i) \<Longrightarrow> {c .. d} \<subseteq> {a .. b}" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4569
 "(\<forall>i<DIM('a). a$$i < c$$i \<and> d$$i < b$$i) \<Longrightarrow> {c .. d} \<subseteq> {a<..<b}" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4570
 "(\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i) \<Longrightarrow> {c<..<d} \<subseteq> {a .. b}" and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4571
 "(\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i) \<Longrightarrow> {c<..<d} \<subseteq> {a<..<b}"
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4572
  unfolding subset_eq[unfolded Ball_def] unfolding mem_interval
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4573
  by (best intro: order_trans less_le_trans le_less_trans less_imp_le)+
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4574
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4575
lemma interval_open_subset_closed:
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4576
  fixes a :: "'a::ordered_euclidean_space"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4577
  shows "{a<..<b} \<subseteq> {a .. b}"
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4578
  unfolding subset_eq [unfolded Ball_def] mem_interval
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4579
  by (fast intro: less_imp_le)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4580
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4581
lemma subset_interval: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4582
 "{c .. d} \<subseteq> {a .. b} \<longleftrightarrow> (\<forall>i<DIM('a). c$$i \<le> d$$i) --> (\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i)" (is ?th1) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4583
 "{c .. d} \<subseteq> {a<..<b} \<longleftrightarrow> (\<forall>i<DIM('a). c$$i \<le> d$$i) --> (\<forall>i<DIM('a). a$$i < c$$i \<and> d$$i < b$$i)" (is ?th2) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4584
 "{c<..<d} \<subseteq> {a .. b} \<longleftrightarrow> (\<forall>i<DIM('a). c$$i < d$$i) --> (\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i)" (is ?th3) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4585
 "{c<..<d} \<subseteq> {a<..<b} \<longleftrightarrow> (\<forall>i<DIM('a). c$$i < d$$i) --> (\<forall>i<DIM('a). a$$i \<le> c$$i \<and> d$$i \<le> b$$i)" (is ?th4)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4586
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4587
  show ?th1 unfolding subset_eq and Ball_def and mem_interval by (auto intro: order_trans)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4588
  show ?th2 unfolding subset_eq and Ball_def and mem_interval by (auto intro: le_less_trans less_le_trans order_trans less_imp_le)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4589
  { assume as: "{c<..<d} \<subseteq> {a .. b}" "\<forall>i<DIM('a). c$$i < d$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4590
    hence "{c<..<d} \<noteq> {}" unfolding interval_eq_empty by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4591
    fix i assume i:"i<DIM('a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4592
    (** TODO combine the following two parts as done in the HOL_light version. **)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4593
    { let ?x = "(\<chi>\<chi> j. (if j=i then ((min (a$$j) (d$$j))+c$$j)/2 else (c$$j+d$$j)/2))::'a"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4594
      assume as2: "a$$i > c$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4595
      { fix j assume j:"j<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4596
        hence "c $$ j < ?x $$ j \<and> ?x $$ j < d $$ j"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4597
          apply(cases "j=i") using as(2)[THEN spec[where x=j]] i
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4598
          by (auto simp add: as2)  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4599
      hence "?x\<in>{c<..<d}" using i unfolding mem_interval by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4600
      moreover
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4601
      have "?x\<notin>{a .. b}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4602
        unfolding mem_interval apply auto apply(rule_tac x=i in exI)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4603
        using as(2)[THEN spec[where x=i]] and as2 i
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4604
        by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4605
      ultimately have False using as by auto  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4606
    hence "a$$i \<le> c$$i" by(rule ccontr)auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4607
    moreover
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4608
    { let ?x = "(\<chi>\<chi> j. (if j=i then ((max (b$$j) (c$$j))+d$$j)/2 else (c$$j+d$$j)/2))::'a"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4609
      assume as2: "b$$i < d$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4610
      { fix j assume "j<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4611
        hence "d $$ j > ?x $$ j \<and> ?x $$ j > c $$ j" 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4612
          apply(cases "j=i") using as(2)[THEN spec[where x=j]]
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4613
          by (auto simp add: as2)  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4614
      hence "?x\<in>{c<..<d}" unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4615
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4616
      have "?x\<notin>{a .. b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4617
        unfolding mem_interval apply auto apply(rule_tac x=i in exI)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4618
        using as(2)[THEN spec[where x=i]] and as2 using i
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4619
        by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4620
      ultimately have False using as by auto  }
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4621
    hence "b$$i \<ge> d$$i" by(rule ccontr)auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4622
    ultimately
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4623
    have "a$$i \<le> c$$i \<and> d$$i \<le> b$$i" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4624
  } note part1 = this
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4625
  show ?th3 unfolding subset_eq and Ball_def and mem_interval 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4626
    apply(rule,rule,rule,rule) apply(rule part1) unfolding subset_eq and Ball_def and mem_interval
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  4627
    prefer 4 apply auto by(erule_tac x=i in allE,erule_tac x=i in allE,fastforce)+ 
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4628
  { assume as:"{c<..<d} \<subseteq> {a<..<b}" "\<forall>i<DIM('a). c$$i < d$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4629
    fix i assume i:"i<DIM('a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4630
    from as(1) have "{c<..<d} \<subseteq> {a..b}" using interval_open_subset_closed[of a b] by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4631
    hence "a$$i \<le> c$$i \<and> d$$i \<le> b$$i" using part1 and as(2) using i by auto  } note * = this
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4632
  show ?th4 unfolding subset_eq and Ball_def and mem_interval 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4633
    apply(rule,rule,rule,rule) apply(rule *) unfolding subset_eq and Ball_def and mem_interval prefer 4
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4634
    apply auto by(erule_tac x=i in allE, simp)+ 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4635
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4636
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4637
lemma disjoint_interval: fixes a::"'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4638
  "{a .. b} \<inter> {c .. d} = {} \<longleftrightarrow> (\<exists>i<DIM('a). (b$$i < a$$i \<or> d$$i < c$$i \<or> b$$i < c$$i \<or> d$$i < a$$i))" (is ?th1) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4639
  "{a .. b} \<inter> {c<..<d} = {} \<longleftrightarrow> (\<exists>i<DIM('a). (b$$i < a$$i \<or> d$$i \<le> c$$i \<or> b$$i \<le> c$$i \<or> d$$i \<le> a$$i))" (is ?th2) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4640
  "{a<..<b} \<inter> {c .. d} = {} \<longleftrightarrow> (\<exists>i<DIM('a). (b$$i \<le> a$$i \<or> d$$i < c$$i \<or> b$$i \<le> c$$i \<or> d$$i \<le> a$$i))" (is ?th3) and
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4641
  "{a<..<b} \<inter> {c<..<d} = {} \<longleftrightarrow> (\<exists>i<DIM('a). (b$$i \<le> a$$i \<or> d$$i \<le> c$$i \<or> b$$i \<le> c$$i \<or> d$$i \<le> a$$i))" (is ?th4)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4642
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4643
  let ?z = "(\<chi>\<chi> i. ((max (a$$i) (c$$i)) + (min (b$$i) (d$$i))) / 2)::'a"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  4644
  note * = set_eq_iff Int_iff empty_iff mem_interval all_conj_distrib[THEN sym] eq_False
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4645
  show ?th1 unfolding * apply safe apply(erule_tac x="?z" in allE)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4646
    unfolding not_all apply(erule exE,rule_tac x=x in exI) apply(erule_tac[2-] x=i in allE) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4647
  show ?th2 unfolding * apply safe apply(erule_tac x="?z" in allE)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4648
    unfolding not_all apply(erule exE,rule_tac x=x in exI) apply(erule_tac[2-] x=i in allE) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4649
  show ?th3 unfolding * apply safe apply(erule_tac x="?z" in allE)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4650
    unfolding not_all apply(erule exE,rule_tac x=x in exI) apply(erule_tac[2-] x=i in allE) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4651
  show ?th4 unfolding * apply safe apply(erule_tac x="?z" in allE)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4652
    unfolding not_all apply(erule exE,rule_tac x=x in exI) apply(erule_tac[2-] x=i in allE) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4653
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4654
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4655
lemma inter_interval: fixes a :: "'a::ordered_euclidean_space" shows
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4656
 "{a .. b} \<inter> {c .. d} =  {(\<chi>\<chi> i. max (a$$i) (c$$i)) .. (\<chi>\<chi> i. min (b$$i) (d$$i))}"
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  4657
  unfolding set_eq_iff and Int_iff and mem_interval
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  4658
  by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4659
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4660
(* Moved interval_open_subset_closed a bit upwards *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4661
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4662
lemma open_interval[intro]:
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4663
  fixes a b :: "'a::ordered_euclidean_space" shows "open {a<..<b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4664
proof-
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4665
  have "open (\<Inter>i<DIM('a). (\<lambda>x. x$$i) -` {a$$i<..<b$$i})"
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4666
    by (intro open_INT finite_lessThan ballI continuous_open_vimage allI
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4667
      linear_continuous_at bounded_linear_euclidean_component
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4668
      open_real_greaterThanLessThan)
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4669
  also have "(\<Inter>i<DIM('a). (\<lambda>x. x$$i) -` {a$$i<..<b$$i}) = {a<..<b}"
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4670
    by (auto simp add: eucl_less [where 'a='a])
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4671
  finally show "open {a<..<b}" .
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4672
qed
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4673
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4674
lemma closed_interval[intro]:
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4675
  fixes a b :: "'a::ordered_euclidean_space" shows "closed {a .. b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4676
proof-
44250
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4677
  have "closed (\<Inter>i<DIM('a). (\<lambda>x. x$$i) -` {a$$i .. b$$i})"
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4678
    by (intro closed_INT ballI continuous_closed_vimage allI
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4679
      linear_continuous_at bounded_linear_euclidean_component
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4680
      closed_real_atLeastAtMost)
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4681
  also have "(\<Inter>i<DIM('a). (\<lambda>x. x$$i) -` {a$$i .. b$$i}) = {a .. b}"
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4682
    by (auto simp add: eucl_le [where 'a='a])
9133bc634d9c simplify proofs of lemmas open_interval, closed_interval
huffman
parents: 44233
diff changeset
  4683
  finally show "closed {a .. b}" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4684
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4685
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4686
lemma interior_closed_interval [intro]:
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4687
  fixes a b :: "'a::ordered_euclidean_space"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4688
  shows "interior {a..b} = {a<..<b}" (is "?L = ?R")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4689
proof(rule subset_antisym)
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4690
  show "?R \<subseteq> ?L" using interval_open_subset_closed open_interval
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4691
    by (rule interior_maximal)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4692
next
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4693
  { fix x assume "x \<in> interior {a..b}"
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4694
    then obtain s where s:"open s" "x \<in> s" "s \<subseteq> {a..b}" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4695
    then obtain e where "e>0" and e:"\<forall>x'. dist x' x < e \<longrightarrow> x' \<in> {a..b}" unfolding open_dist and subset_eq by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4696
    { fix i assume i:"i<DIM('a)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4697
      have "dist (x - (e / 2) *\<^sub>R basis i) x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4698
           "dist (x + (e / 2) *\<^sub>R basis i) x < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4699
        unfolding dist_norm apply auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4700
        unfolding norm_minus_cancel using norm_basis and `e>0` by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4701
      hence "a $$ i \<le> (x - (e / 2) *\<^sub>R basis i) $$ i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4702
                     "(x + (e / 2) *\<^sub>R basis i) $$ i \<le> b $$ i"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4703
        using e[THEN spec[where x="x - (e/2) *\<^sub>R basis i"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4704
        and   e[THEN spec[where x="x + (e/2) *\<^sub>R basis i"]]
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4705
        unfolding mem_interval using i by blast+
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4706
      hence "a $$ i < x $$ i" and "x $$ i < b $$ i" unfolding euclidean_simps
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4707
        unfolding basis_component using `e>0` i by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4708
    hence "x \<in> {a<..<b}" unfolding mem_interval by auto  }
44519
ea85d78a994e simplify definition of 'interior';
huffman
parents: 44518
diff changeset
  4709
  thus "?L \<subseteq> ?R" ..
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4710
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4711
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4712
lemma bounded_closed_interval: fixes a :: "'a::ordered_euclidean_space" shows "bounded {a .. b}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4713
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4714
  let ?b = "\<Sum>i<DIM('a). \<bar>a$$i\<bar> + \<bar>b$$i\<bar>"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4715
  { fix x::"'a" assume x:"\<forall>i<DIM('a). a $$ i \<le> x $$ i \<and> x $$ i \<le> b $$ i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4716
    { fix i assume "i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4717
      hence "\<bar>x$$i\<bar> \<le> \<bar>a$$i\<bar> + \<bar>b$$i\<bar>" using x[THEN spec[where x=i]] by auto  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4718
    hence "(\<Sum>i<DIM('a). \<bar>x $$ i\<bar>) \<le> ?b" apply-apply(rule setsum_mono) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4719
    hence "norm x \<le> ?b" using norm_le_l1[of x] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4720
  thus ?thesis unfolding interval and bounded_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4721
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4722
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4723
lemma bounded_interval: fixes a :: "'a::ordered_euclidean_space" shows
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4724
 "bounded {a .. b} \<and> bounded {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4725
  using bounded_closed_interval[of a b]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4726
  using interval_open_subset_closed[of a b]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4727
  using bounded_subset[of "{a..b}" "{a<..<b}"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4728
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4729
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4730
lemma not_interval_univ: fixes a :: "'a::ordered_euclidean_space" shows
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4731
 "({a .. b} \<noteq> UNIV) \<and> ({a<..<b} \<noteq> UNIV)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4732
  using bounded_interval[of a b] by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4733
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4734
lemma compact_interval: fixes a :: "'a::ordered_euclidean_space" shows "compact {a .. b}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4735
  using bounded_closed_imp_compact[of "{a..b}"] using bounded_interval[of a b]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4736
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4737
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4738
lemma open_interval_midpoint: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4739
  assumes "{a<..<b} \<noteq> {}" shows "((1/2) *\<^sub>R (a + b)) \<in> {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4740
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4741
  { fix i assume "i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4742
    hence "a $$ i < ((1 / 2) *\<^sub>R (a + b)) $$ i \<and> ((1 / 2) *\<^sub>R (a + b)) $$ i < b $$ i"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4743
      using assms[unfolded interval_ne_empty, THEN spec[where x=i]]
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4744
      unfolding euclidean_simps by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4745
  thus ?thesis unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4746
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4747
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4748
lemma open_closed_interval_convex: fixes x :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4749
  assumes x:"x \<in> {a<..<b}" and y:"y \<in> {a .. b}" and e:"0 < e" "e \<le> 1"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4750
  shows "(e *\<^sub>R x + (1 - e) *\<^sub>R y) \<in> {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4751
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4752
  { fix i assume i:"i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4753
    have "a $$ i = e * a$$i + (1 - e) * a$$i" unfolding left_diff_distrib by simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4754
    also have "\<dots> < e * x $$ i + (1 - e) * y $$ i" apply(rule add_less_le_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4755
      using e unfolding mult_less_cancel_left and mult_le_cancel_left apply simp_all
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4756
      using x unfolding mem_interval using i apply simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4757
      using y unfolding mem_interval using i apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4758
      done
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4759
    finally have "a $$ i < (e *\<^sub>R x + (1 - e) *\<^sub>R y) $$ i" unfolding euclidean_simps by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4760
    moreover {
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4761
    have "b $$ i = e * b$$i + (1 - e) * b$$i" unfolding left_diff_distrib by simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4762
    also have "\<dots> > e * x $$ i + (1 - e) * y $$ i" apply(rule add_less_le_mono)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4763
      using e unfolding mult_less_cancel_left and mult_le_cancel_left apply simp_all
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4764
      using x unfolding mem_interval using i apply simp
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4765
      using y unfolding mem_interval using i apply simp
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4766
      done
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4767
    finally have "(e *\<^sub>R x + (1 - e) *\<^sub>R y) $$ i < b $$ i" unfolding euclidean_simps by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4768
    } ultimately have "a $$ i < (e *\<^sub>R x + (1 - e) *\<^sub>R y) $$ i \<and> (e *\<^sub>R x + (1 - e) *\<^sub>R y) $$ i < b $$ i" by auto }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4769
  thus ?thesis unfolding mem_interval by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4770
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4771
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4772
lemma closure_open_interval: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4773
  assumes "{a<..<b} \<noteq> {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4774
  shows "closure {a<..<b} = {a .. b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4775
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4776
  have ab:"a < b" using assms[unfolded interval_ne_empty] apply(subst eucl_less) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4777
  let ?c = "(1 / 2) *\<^sub>R (a + b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4778
  { fix x assume as:"x \<in> {a .. b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4779
    def f == "\<lambda>n::nat. x + (inverse (real n + 1)) *\<^sub>R (?c - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4780
    { fix n assume fn:"f n < b \<longrightarrow> a < f n \<longrightarrow> f n = x" and xc:"x \<noteq> ?c"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4781
      have *:"0 < inverse (real n + 1)" "inverse (real n + 1) \<le> 1" unfolding inverse_le_1_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4782
      have "(inverse (real n + 1)) *\<^sub>R ((1 / 2) *\<^sub>R (a + b)) + (1 - inverse (real n + 1)) *\<^sub>R x =
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4783
        x + (inverse (real n + 1)) *\<^sub>R (((1 / 2) *\<^sub>R (a + b)) - x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4784
        by (auto simp add: algebra_simps)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4785
      hence "f n < b" and "a < f n" using open_closed_interval_convex[OF open_interval_midpoint[OF assms] as *] unfolding f_def by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4786
      hence False using fn unfolding f_def using xc by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4787
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4788
    { assume "\<not> (f ---> x) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4789
      { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4790
        hence "\<exists>N::nat. inverse (real (N + 1)) < e" using real_arch_inv[of e] apply (auto simp add: Suc_pred') apply(rule_tac x="n - 1" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4791
        then obtain N::nat where "inverse (real (N + 1)) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4792
        hence "\<forall>n\<ge>N. inverse (real n + 1) < e" by (auto, metis Suc_le_mono le_SucE less_imp_inverse_less nat_le_real_less order_less_trans real_of_nat_Suc real_of_nat_Suc_gt_zero)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4793
        hence "\<exists>N::nat. \<forall>n\<ge>N. inverse (real n + 1) < e" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4794
      hence "((\<lambda>n. inverse (real n + 1)) ---> 0) sequentially"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  4795
        unfolding LIMSEQ_def by(auto simp add: dist_norm)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4796
      hence "(f ---> x) sequentially" unfolding f_def
44125
230a8665c919 mark some redundant theorems as legacy
huffman
parents: 44122
diff changeset
  4797
        using tendsto_add[OF tendsto_const, of "\<lambda>n::nat. (inverse (real n + 1)) *\<^sub>R ((1 / 2) *\<^sub>R (a + b) - x)" 0 sequentially x]
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44252
diff changeset
  4798
        using tendsto_scaleR [OF _ tendsto_const, of "\<lambda>n::nat. inverse (real n + 1)" 0 sequentially "((1 / 2) *\<^sub>R (a + b) - x)"] by auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4799
    ultimately have "x \<in> closure {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4800
      using as and open_interval_midpoint[OF assms] unfolding closure_def unfolding islimpt_sequential by(cases "x=?c")auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4801
  thus ?thesis using closure_minimal[OF interval_open_subset_closed closed_interval, of a b] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4802
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4803
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4804
lemma bounded_subset_open_interval_symmetric: fixes s::"('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4805
  assumes "bounded s"  shows "\<exists>a. s \<subseteq> {-a<..<a}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4806
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4807
  obtain b where "b>0" and b:"\<forall>x\<in>s. norm x \<le> b" using assms[unfolded bounded_pos] by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4808
  def a \<equiv> "(\<chi>\<chi> i. b+1)::'a"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4809
  { fix x assume "x\<in>s"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4810
    fix i assume i:"i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4811
    hence "(-a)$$i < x$$i" and "x$$i < a$$i" using b[THEN bspec[where x=x], OF `x\<in>s`]
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4812
      and component_le_norm[of x i] unfolding euclidean_simps and a_def by auto  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4813
  thus ?thesis by(auto intro: exI[where x=a] simp add: eucl_less[where 'a='a])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4814
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4815
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4816
lemma bounded_subset_open_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4817
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4818
  shows "bounded s ==> (\<exists>a b. s \<subseteq> {a<..<b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4819
  by (auto dest!: bounded_subset_open_interval_symmetric)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4820
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4821
lemma bounded_subset_closed_interval_symmetric:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4822
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4823
  assumes "bounded s" shows "\<exists>a. s \<subseteq> {-a .. a}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4824
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4825
  obtain a where "s \<subseteq> {- a<..<a}" using bounded_subset_open_interval_symmetric[OF assms] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4826
  thus ?thesis using interval_open_subset_closed[of "-a" a] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4827
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4828
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4829
lemma bounded_subset_closed_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4830
  fixes s :: "('a::ordered_euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4831
  shows "bounded s ==> (\<exists>a b. s \<subseteq> {a .. b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4832
  using bounded_subset_closed_interval_symmetric[of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4833
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4834
lemma frontier_closed_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4835
  fixes a b :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4836
  shows "frontier {a .. b} = {a .. b} - {a<..<b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4837
  unfolding frontier_def unfolding interior_closed_interval and closure_closed[OF closed_interval] ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4838
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4839
lemma frontier_open_interval:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4840
  fixes a b :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4841
  shows "frontier {a<..<b} = (if {a<..<b} = {} then {} else {a .. b} - {a<..<b})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4842
proof(cases "{a<..<b} = {}")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4843
  case True thus ?thesis using frontier_empty by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4844
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4845
  case False thus ?thesis unfolding frontier_def and closure_open_interval[OF False] and interior_open[OF open_interval] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4846
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4847
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4848
lemma inter_interval_mixed_eq_empty: fixes a :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4849
  assumes "{c<..<d} \<noteq> {}"  shows "{a<..<b} \<inter> {c .. d} = {} \<longleftrightarrow> {a<..<b} \<inter> {c<..<d} = {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4850
  unfolding closure_open_interval[OF assms, THEN sym] unfolding open_inter_closure_eq_empty[OF open_interval] ..
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4851
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4852
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4853
(* Some stuff for half-infinite intervals too; FIXME: notation?  *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4854
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  4855
lemma closed_interval_left: fixes b::"'a::euclidean_space"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4856
  shows "closed {x::'a. \<forall>i<DIM('a). x$$i \<le> b$$i}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4857
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4858
  { fix i assume i:"i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4859
    fix x::"'a" assume x:"\<forall>e>0. \<exists>x'\<in>{x. \<forall>i<DIM('a). x $$ i \<le> b $$ i}. x' \<noteq> x \<and> dist x' x < e"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4860
    { assume "x$$i > b$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4861
      then obtain y where "y $$ i \<le> b $$ i"  "y \<noteq> x"  "dist y x < x$$i - b$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4862
        using x[THEN spec[where x="x$$i - b$$i"]] using i by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4863
      hence False using component_le_norm[of "y - x" i] unfolding dist_norm euclidean_simps using i 
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4864
        by auto   }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4865
    hence "x$$i \<le> b$$i" by(rule ccontr)auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4866
  thus ?thesis unfolding closed_limpt unfolding islimpt_approachable by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4867
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4868
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  4869
lemma closed_interval_right: fixes a::"'a::euclidean_space"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4870
  shows "closed {x::'a. \<forall>i<DIM('a). a$$i \<le> x$$i}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4871
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4872
  { fix i assume i:"i<DIM('a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4873
    fix x::"'a" assume x:"\<forall>e>0. \<exists>x'\<in>{x. \<forall>i<DIM('a). a $$ i \<le> x $$ i}. x' \<noteq> x \<and> dist x' x < e"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4874
    { assume "a$$i > x$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4875
      then obtain y where "a $$ i \<le> y $$ i"  "y \<noteq> x"  "dist y x < a$$i - x$$i"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4876
        using x[THEN spec[where x="a$$i - x$$i"]] i by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4877
      hence False using component_le_norm[of "y - x" i] unfolding dist_norm and euclidean_simps by auto   }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4878
    hence "a$$i \<le> x$$i" by(rule ccontr)auto  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4879
  thus ?thesis unfolding closed_limpt unfolding islimpt_approachable by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4880
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4881
36439
a65320184de9 move intervals section heading
huffman
parents: 36438
diff changeset
  4882
text {* Intervals in general, including infinite and mixtures of open and closed. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4883
37732
6432bf0d7191 generalize type of is_interval to class euclidean_space
huffman
parents: 37680
diff changeset
  4884
definition "is_interval (s::('a::euclidean_space) set) \<longleftrightarrow>
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4885
  (\<forall>a\<in>s. \<forall>b\<in>s. \<forall>x. (\<forall>i<DIM('a). ((a$$i \<le> x$$i \<and> x$$i \<le> b$$i) \<or> (b$$i \<le> x$$i \<and> x$$i \<le> a$$i))) \<longrightarrow> x \<in> s)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4886
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  4887
lemma is_interval_interval: "is_interval {a .. b::'a::ordered_euclidean_space}" (is ?th1)
39086
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  4888
  "is_interval {a<..<b}" (is ?th2) proof -
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4889
  show ?th1 ?th2  unfolding is_interval_def mem_interval Ball_def atLeastAtMost_iff
44584
08ad27488983 simplify some proofs
huffman
parents: 44571
diff changeset
  4890
    by(meson order_trans le_less_trans less_le_trans less_trans)+ qed
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4891
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4892
lemma is_interval_empty:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4893
 "is_interval {}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4894
  unfolding is_interval_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4895
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4896
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4897
lemma is_interval_univ:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4898
 "is_interval UNIV"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4899
  unfolding is_interval_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4900
  by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4901
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4902
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4903
subsection {* Closure of halfspaces and hyperplanes *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4904
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4905
lemma isCont_open_vimage:
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4906
  assumes "\<And>x. isCont f x" and "open s" shows "open (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4907
proof -
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4908
  from assms(1) have "continuous_on UNIV f"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4909
    unfolding isCont_def continuous_on_def within_UNIV by simp
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4910
  hence "open {x \<in> UNIV. f x \<in> s}"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4911
    using open_UNIV `open s` by (rule continuous_open_preimage)
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4912
  thus "open (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4913
    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
  4914
qed
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4915
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4916
lemma isCont_closed_vimage:
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4917
  assumes "\<And>x. isCont f x" and "closed s" shows "closed (f -` s)"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4918
  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
  4919
  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
  4920
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4921
lemma open_Collect_less:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4922
  fixes f g :: "'a::topological_space \<Rightarrow> real"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4923
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4924
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4925
  shows "open {x. f x < g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4926
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4927
  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
  4928
    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
  4929
    by (rule isCont_open_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4930
  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
  4931
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4932
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4933
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4934
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4935
lemma closed_Collect_le:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4936
  fixes f g :: "'a::topological_space \<Rightarrow> real"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4937
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4938
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4939
  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
  4940
proof -
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4941
  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
  4942
    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
  4943
    by (rule isCont_closed_vimage)
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4944
  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
  4945
    by auto
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4946
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4947
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4948
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4949
lemma closed_Collect_eq:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4950
  fixes f g :: "'a::topological_space \<Rightarrow> 'b::t2_space"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4951
  assumes f: "\<And>x. isCont f x"
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  4952
  assumes g: "\<And>x. isCont g x"
44213
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4953
  shows "closed {x. f x = g x}"
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4954
proof -
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4955
  have "open {(x::'b, y::'b). x \<noteq> y}"
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4956
    unfolding open_prod_def by (auto dest!: hausdorff)
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4957
  hence "closed {(x::'b, y::'b). x = y}"
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4958
    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
  4959
  with isCont_Pair [OF f g]
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4960
  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
  4961
    by (rule isCont_closed_vimage)
44216
903bfe95fece generalized lemma closed_Collect_eq
huffman
parents: 44213
diff changeset
  4962
  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
  4963
  finally show ?thesis .
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4964
qed
6fb54701a11b add lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq;
huffman
parents: 44212
diff changeset
  4965
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4966
lemma continuous_at_inner: "continuous (at x) (inner a)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4967
  unfolding continuous_at by (intro tendsto_intros)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4968
39086
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  4969
lemma continuous_at_euclidean_component[intro!, simp]: "continuous (at x) (\<lambda>x. x $$ i)"
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  4970
  unfolding euclidean_component_def by (rule continuous_at_inner)
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  4971
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4972
lemma closed_halfspace_le: "closed {x. inner a x \<le> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4973
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4974
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4975
lemma closed_halfspace_ge: "closed {x. inner a x \<ge> b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4976
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4977
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4978
lemma closed_hyperplane: "closed {x. inner a x = b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4979
  by (simp add: closed_Collect_eq)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4980
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4981
lemma closed_halfspace_component_le:
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  4982
  shows "closed {x::'a::euclidean_space. x$$i \<le> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4983
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4984
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4985
lemma closed_halfspace_component_ge:
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  4986
  shows "closed {x::'a::euclidean_space. x$$i \<ge> a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4987
  by (simp add: closed_Collect_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4988
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  4989
text {* Openness of halfspaces. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4990
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4991
lemma open_halfspace_lt: "open {x. inner a x < b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4992
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4993
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4994
lemma open_halfspace_gt: "open {x. inner a x > b}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4995
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4996
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  4997
lemma open_halfspace_component_lt:
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  4998
  shows "open {x::'a::euclidean_space. x$$i < a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  4999
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5000
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5001
lemma open_halfspace_component_gt:
44219
f738e3200e24 generalize lemmas open_Collect_less, closed_Collect_le, closed_Collect_eq to class topological_space
huffman
parents: 44216
diff changeset
  5002
  shows "open {x::'a::euclidean_space. x$$i > a}"
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5003
  by (simp add: open_Collect_less)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5004
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5005
text{* Instantiation for intervals on @{text ordered_euclidean_space} *}
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5006
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5007
lemma eucl_lessThan_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5008
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5009
  shows "{..<a} = (\<Inter>i<DIM('a). {x. x $$ i < a $$ i})"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5010
 by (auto simp: eucl_less[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5011
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5012
lemma eucl_greaterThan_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5013
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5014
  shows "{a<..} = (\<Inter>i<DIM('a). {x. a $$ i < x $$ i})"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5015
 by (auto simp: eucl_less[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5016
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5017
lemma eucl_atMost_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5018
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5019
  shows "{.. a} = (\<Inter>i<DIM('a). {x. x $$ i \<le> a $$ i})"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5020
 by (auto simp: eucl_le[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5021
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5022
lemma eucl_atLeast_eq_halfspaces:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5023
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5024
  shows "{a ..} = (\<Inter>i<DIM('a). {x. a $$ i \<le> x $$ i})"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5025
 by (auto simp: eucl_le[where 'a='a])
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5026
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5027
lemma open_eucl_lessThan[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5028
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5029
  shows "open {..< a}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5030
  by (auto simp: eucl_lessThan_eq_halfspaces open_halfspace_component_lt)
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5031
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5032
lemma open_eucl_greaterThan[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5033
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5034
  shows "open {a <..}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5035
  by (auto simp: eucl_greaterThan_eq_halfspaces open_halfspace_component_gt)
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5036
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5037
lemma closed_eucl_atMost[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5038
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5039
  shows "closed {.. a}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5040
  unfolding eucl_atMost_eq_halfspaces
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5041
  by (simp add: closed_INT closed_Collect_le)
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5042
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5043
lemma closed_eucl_atLeast[simp, intro]:
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5044
  fixes a :: "'a\<Colon>ordered_euclidean_space"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5045
  shows "closed {a ..}"
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5046
  unfolding eucl_atLeast_eq_halfspaces
44233
aa74ce315bae add simp rules for isCont
huffman
parents: 44219
diff changeset
  5047
  by (simp add: closed_INT closed_Collect_le)
38656
d5d342611edb Rewrite the Probability theory.
hoelzl
parents: 38642
diff changeset
  5048
39086
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  5049
lemma open_vimage_euclidean_component: "open S \<Longrightarrow> open ((\<lambda>x. x $$ i) -` S)"
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  5050
  by (auto intro!: continuous_open_vimage)
c4b809e57fe0 preimages of open sets over continuous function are open
hoelzl
parents: 38656
diff changeset
  5051
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5052
text {* This gives a simple derivation of limit component bounds. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5053
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5054
lemma Lim_component_le: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5055
  assumes "(f ---> l) net" "\<not> (trivial_limit net)"  "eventually (\<lambda>x. f(x)$$i \<le> b) net"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5056
  shows "l$$i \<le> b"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5057
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5058
  { fix x have "x \<in> {x::'b. inner (basis i) x \<le> b} \<longleftrightarrow> x$$i \<le> b"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5059
      unfolding euclidean_component_def by auto  } note * = this
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5060
  show ?thesis using Lim_in_closed_set[of "{x. inner (basis i) x \<le> b}" f net l] unfolding *
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5061
    using closed_halfspace_le[of "(basis i)::'b" b] and assms(1,2,3) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5062
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5063
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5064
lemma Lim_component_ge: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5065
  assumes "(f ---> l) net"  "\<not> (trivial_limit net)"  "eventually (\<lambda>x. b \<le> (f x)$$i) net"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5066
  shows "b \<le> l$$i"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5067
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5068
  { fix x have "x \<in> {x::'b. inner (basis i) x \<ge> b} \<longleftrightarrow> x$$i \<ge> b"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5069
      unfolding euclidean_component_def by auto  } note * = this
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5070
  show ?thesis using Lim_in_closed_set[of "{x. inner (basis i) x \<ge> b}" f net l] unfolding *
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5071
    using closed_halfspace_ge[of b "(basis i)"] and assms(1,2,3) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5072
qed
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5073
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5074
lemma Lim_component_eq: fixes f :: "'a \<Rightarrow> 'b::euclidean_space"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5075
  assumes net:"(f ---> l) net" "~(trivial_limit net)" and ev:"eventually (\<lambda>x. f(x)$$i = b) net"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5076
  shows "l$$i = b"
44211
bd7c586b902e remove duplicate lemmas eventually_conjI, eventually_and, eventually_false
huffman
parents: 44210
diff changeset
  5077
  using ev[unfolded order_eq_iff eventually_conj_iff] using Lim_component_ge[OF net, of b i] and Lim_component_le[OF net, of i b] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5078
text{* Limits relative to a union.                                               *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5079
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5080
lemma eventually_within_Un:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5081
  "eventually P (net within (s \<union> t)) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5082
    eventually P (net within s) \<and> eventually P (net within t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5083
  unfolding Limits.eventually_within
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5084
  by (auto elim!: eventually_rev_mp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5085
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5086
lemma Lim_within_union:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5087
 "(f ---> l) (net within (s \<union> t)) \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5088
  (f ---> l) (net within s) \<and> (f ---> l) (net within t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5089
  unfolding tendsto_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5090
  by (auto simp add: eventually_within_Un)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5091
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5092
lemma Lim_topological:
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5093
 "(f ---> l) net \<longleftrightarrow>
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5094
        trivial_limit net \<or>
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5095
        (\<forall>S. open S \<longrightarrow> l \<in> S \<longrightarrow> eventually (\<lambda>x. f x \<in> S) net)"
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5096
  unfolding tendsto_def trivial_limit_eq by auto
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5097
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5098
lemma continuous_on_union:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5099
  assumes "closed s" "closed t" "continuous_on s f" "continuous_on t f"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5100
  shows "continuous_on (s \<union> t) f"
36442
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5101
  using assms unfolding continuous_on Lim_within_union
b96d9dc6acca generalize more continuity lemmas
huffman
parents: 36441
diff changeset
  5102
  unfolding Lim_topological trivial_limit_within closed_limpt by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5103
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5104
lemma continuous_on_cases:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5105
  assumes "closed s" "closed t" "continuous_on s f" "continuous_on t g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5106
          "\<forall>x. (x\<in>s \<and> \<not> P x) \<or> (x \<in> t \<and> P x) \<longrightarrow> f x = g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5107
  shows "continuous_on (s \<union> t) (\<lambda>x. if P x then f x else g x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5108
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5109
  let ?h = "(\<lambda>x. if P x then f x else g x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5110
  have "\<forall>x\<in>s. f x = (if P x then f x else g x)" using assms(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5111
  hence "continuous_on s ?h" using continuous_on_eq[of s f ?h] using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5112
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5113
  have "\<forall>x\<in>t. g x = (if P x then f x else g x)" using assms(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5114
  hence "continuous_on t ?h" using continuous_on_eq[of t g ?h] using assms(4) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5115
  ultimately show ?thesis using continuous_on_union[OF assms(1,2), of ?h] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5116
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5117
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5118
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5119
text{* Some more convenient intermediate-value theorem formulations.             *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5120
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5121
lemma connected_ivt_hyperplane:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5122
  assumes "connected s" "x \<in> s" "y \<in> s" "inner a x \<le> b" "b \<le> inner a y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5123
  shows "\<exists>z \<in> s. inner a z = b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5124
proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5125
  assume as:"\<not> (\<exists>z\<in>s. inner a z = b)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5126
  let ?A = "{x. inner a x < b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5127
  let ?B = "{x. inner a x > b}"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5128
  have "open ?A" "open ?B" using open_halfspace_lt and open_halfspace_gt by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5129
  moreover have "?A \<inter> ?B = {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5130
  moreover have "s \<subseteq> ?A \<union> ?B" using as by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5131
  ultimately show False using assms(1)[unfolded connected_def not_ex, THEN spec[where x="?A"], THEN spec[where x="?B"]] and assms(2-5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5132
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5133
37673
f69f4b079275 generalize more lemmas from ordered_euclidean_space to euclidean_space
huffman
parents: 37649
diff changeset
  5134
lemma connected_ivt_component: fixes x::"'a::euclidean_space" shows
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5135
 "connected s \<Longrightarrow> x \<in> s \<Longrightarrow> y \<in> s \<Longrightarrow> x$$k \<le> a \<Longrightarrow> a \<le> y$$k \<Longrightarrow> (\<exists>z\<in>s.  z$$k = a)"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5136
  using connected_ivt_hyperplane[of s x y "(basis k)::'a" a]
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5137
  unfolding euclidean_component_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5138
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5139
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5140
subsection {* Homeomorphisms *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5141
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5142
definition "homeomorphism s t f g \<equiv>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5143
     (\<forall>x\<in>s. (g(f x) = x)) \<and> (f ` s = t) \<and> continuous_on s f \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5144
     (\<forall>y\<in>t. (f(g y) = y)) \<and> (g ` t = s) \<and> continuous_on t g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5145
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5146
definition
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5147
  homeomorphic :: "'a::metric_space set \<Rightarrow> 'b::metric_space set \<Rightarrow> bool"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5148
    (infixr "homeomorphic" 60) where
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5149
  homeomorphic_def: "s homeomorphic t \<equiv> (\<exists>f g. homeomorphism s t f g)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5150
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5151
lemma homeomorphic_refl: "s homeomorphic s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5152
  unfolding homeomorphic_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5153
  unfolding homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5154
  using continuous_on_id
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5155
  apply(rule_tac x = "(\<lambda>x. x)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5156
  apply(rule_tac x = "(\<lambda>x. x)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5157
  by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5158
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5159
lemma homeomorphic_sym:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5160
 "s homeomorphic t \<longleftrightarrow> t homeomorphic s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5161
unfolding homeomorphic_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5162
unfolding homeomorphism_def
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  5163
by blast 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5164
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5165
lemma homeomorphic_trans:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5166
  assumes "s homeomorphic t" "t homeomorphic u" shows "s homeomorphic u"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5167
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5168
  obtain f1 g1 where fg1:"\<forall>x\<in>s. g1 (f1 x) = x"  "f1 ` s = t" "continuous_on s f1" "\<forall>y\<in>t. f1 (g1 y) = y" "g1 ` t = s" "continuous_on t g1"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5169
    using assms(1) unfolding homeomorphic_def homeomorphism_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5170
  obtain f2 g2 where fg2:"\<forall>x\<in>t. g2 (f2 x) = x"  "f2 ` t = u" "continuous_on t f2" "\<forall>y\<in>u. f2 (g2 y) = y" "g2 ` u = t" "continuous_on u g2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5171
    using assms(2) unfolding homeomorphic_def homeomorphism_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5172
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5173
  { fix x assume "x\<in>s" hence "(g1 \<circ> g2) ((f2 \<circ> f1) x) = x" using fg1(1)[THEN bspec[where x=x]] and fg2(1)[THEN bspec[where x="f1 x"]] and fg1(2) by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5174
  moreover have "(f2 \<circ> f1) ` s = u" using fg1(2) fg2(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5175
  moreover have "continuous_on s (f2 \<circ> f1)" using continuous_on_compose[OF fg1(3)] and fg2(3) unfolding fg1(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5176
  moreover { fix y assume "y\<in>u" hence "(f2 \<circ> f1) ((g1 \<circ> g2) y) = y" using fg2(4)[THEN bspec[where x=y]] and fg1(4)[THEN bspec[where x="g2 y"]] and fg2(5) by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5177
  moreover have "(g1 \<circ> g2) ` u = s" using fg1(5) fg2(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5178
  moreover have "continuous_on u (g1 \<circ> g2)" using continuous_on_compose[OF fg2(6)] and fg1(6)  unfolding fg2(5) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5179
  ultimately show ?thesis unfolding homeomorphic_def homeomorphism_def apply(rule_tac x="f2 \<circ> f1" in exI) apply(rule_tac x="g1 \<circ> g2" in exI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5180
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5181
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5182
lemma homeomorphic_minimal:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5183
 "s homeomorphic t \<longleftrightarrow>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5184
    (\<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
  5185
           (\<forall>y\<in>t. g(y) \<in> s \<and> (f(g(y)) = y)) \<and>
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5186
           continuous_on s f \<and> continuous_on t g)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5187
unfolding homeomorphic_def homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5188
apply auto apply (rule_tac x=f in exI) apply (rule_tac x=g in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5189
apply auto apply (rule_tac x=f in exI) apply (rule_tac x=g in exI) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5190
unfolding image_iff
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5191
apply(erule_tac x="g x" in ballE) apply(erule_tac x="x" in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5192
apply auto apply(rule_tac x="g x" in bexI) apply auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5193
apply(erule_tac x="f x" in ballE) apply(erule_tac x="x" in ballE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5194
apply auto apply(rule_tac x="f x" in bexI) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5195
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5196
text {* Relatively weak hypotheses if a set is compact. *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5197
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5198
lemma homeomorphism_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5199
  fixes f :: "'a::heine_borel \<Rightarrow> 'b::heine_borel"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  5200
    (* class constraint due to continuous_on_inv *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5201
  assumes "compact s" "continuous_on s f"  "f ` s = t"  "inj_on f s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5202
  shows "\<exists>g. homeomorphism s t f g"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5203
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5204
  def g \<equiv> "\<lambda>x. SOME y. y\<in>s \<and> f y = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5205
  have g:"\<forall>x\<in>s. g (f x) = x" using assms(3) assms(4)[unfolded inj_on_def] unfolding g_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5206
  { fix y assume "y\<in>t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5207
    then obtain x where x:"f x = y" "x\<in>s" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5208
    hence "g (f x) = x" using g by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5209
    hence "f (g y) = y" unfolding x(1)[THEN sym] by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5210
  hence g':"\<forall>x\<in>t. f (g x) = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5211
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5212
  { fix x
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5213
    have "x\<in>s \<Longrightarrow> x \<in> g ` t" using g[THEN bspec[where x=x]] unfolding image_iff using assms(3) by(auto intro!: bexI[where x="f x"])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5214
    moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5215
    { assume "x\<in>g ` t"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5216
      then obtain y where y:"y\<in>t" "g y = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5217
      then obtain x' where x':"x'\<in>s" "f x' = y" using assms(3) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5218
      hence "x \<in> s" unfolding g_def using someI2[of "\<lambda>b. b\<in>s \<and> f b = y" x' "\<lambda>x. x\<in>s"] unfolding y(2)[THEN sym] and g_def by auto }
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5219
    ultimately have "x\<in>s \<longleftrightarrow> x \<in> g ` t" ..  }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5220
  hence "g ` t = s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5221
  ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5222
  show ?thesis unfolding homeomorphism_def homeomorphic_def
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  5223
    apply(rule_tac x=g in exI) using g and assms(3) and continuous_on_inv[OF assms(2,1), of g, unfolded assms(3)] and assms(2) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5224
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5225
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5226
lemma homeomorphic_compact:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5227
  fixes f :: "'a::heine_borel \<Rightarrow> 'b::heine_borel"
44647
e4de7750cdeb modernize lemmas about 'continuous' and 'continuous_on';
huffman
parents: 44632
diff changeset
  5228
    (* class constraint due to continuous_on_inv *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5229
  shows "compact s \<Longrightarrow> continuous_on s f \<Longrightarrow> (f ` s = t) \<Longrightarrow> inj_on f s
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5230
          \<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
  5231
  unfolding homeomorphic_def by (metis homeomorphism_compact)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5232
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5233
text{* Preservation of topological properties.                                   *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5234
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5235
lemma homeomorphic_compactness:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5236
 "s homeomorphic t ==> (compact s \<longleftrightarrow> compact t)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5237
unfolding homeomorphic_def homeomorphism_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5238
by (metis compact_continuous_image)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5239
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5240
text{* Results on translation, scaling etc.                                      *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5241
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5242
lemma homeomorphic_scaling:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5243
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5244
  assumes "c \<noteq> 0"  shows "s homeomorphic ((\<lambda>x. c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5245
  unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5246
  apply(rule_tac x="\<lambda>x. c *\<^sub>R x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5247
  apply(rule_tac x="\<lambda>x. (1 / c) *\<^sub>R x" in exI)
44531
1d477a2b1572 replace some continuous_on lemmas with more general versions
huffman
parents: 44530
diff changeset
  5248
  using assms by (auto simp add: continuous_on_intros)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5249
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5250
lemma homeomorphic_translation:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5251
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5252
  shows "s homeomorphic ((\<lambda>x. a + x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5253
  unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5254
  apply(rule_tac x="\<lambda>x. a + x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5255
  apply(rule_tac x="\<lambda>x. -a + x" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5256
  using continuous_on_add[OF continuous_on_const continuous_on_id] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5257
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5258
lemma homeomorphic_affinity:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5259
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5260
  assumes "c \<noteq> 0"  shows "s homeomorphic ((\<lambda>x. a + c *\<^sub>R x) ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5261
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5262
  have *:"op + a ` op *\<^sub>R c ` s = (\<lambda>x. a + c *\<^sub>R x) ` s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5263
  show ?thesis
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5264
    using homeomorphic_trans
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5265
    using homeomorphic_scaling[OF assms, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5266
    using homeomorphic_translation[of "(\<lambda>x. c *\<^sub>R x) ` s" a] unfolding * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5267
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5268
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5269
lemma homeomorphic_balls:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5270
  fixes a b ::"'a::real_normed_vector" (* FIXME: generalize to metric_space *)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5271
  assumes "0 < d"  "0 < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5272
  shows "(ball a d) homeomorphic  (ball b e)" (is ?th)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5273
        "(cball a d) homeomorphic (cball b e)" (is ?cth)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5274
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5275
  have *:"\<bar>e / d\<bar> > 0" "\<bar>d / e\<bar> >0" using assms using divide_pos_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5276
  show ?th unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5277
    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
  5278
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5279
    using assms apply (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5280
    unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5281
    apply (auto simp add: pos_divide_less_eq mult_strict_left_mono)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5282
    unfolding continuous_on
36659
f794e92784aa adapt to removed premise on tendsto lemma (cf. 88f0125c3bd2)
huffman
parents: 36623
diff changeset
  5283
    by (intro ballI tendsto_intros, simp)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5284
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5285
  have *:"\<bar>e / d\<bar> > 0" "\<bar>d / e\<bar> >0" using assms using divide_pos_pos by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5286
  show ?cth unfolding homeomorphic_minimal
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5287
    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
  5288
    apply(rule_tac x="\<lambda>x. a + (d/e) *\<^sub>R (x - b)" in exI)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5289
    using assms apply (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5290
    unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5291
    apply (auto simp add: pos_divide_le_eq)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5292
    unfolding continuous_on
36659
f794e92784aa adapt to removed premise on tendsto lemma (cf. 88f0125c3bd2)
huffman
parents: 36623
diff changeset
  5293
    by (intro ballI tendsto_intros, simp)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5294
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5295
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5296
text{* "Isometry" (up to constant bounds) of injective linear map etc.           *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5297
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5298
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
  5299
  fixes x :: "nat \<Rightarrow> 'a::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5300
  assumes e:"0 < e" and s:"subspace s" and f:"bounded_linear f" and normf:"\<forall>x\<in>s. norm(f x) \<ge> e * norm(x)" and xs:"\<forall>n::nat. x n \<in> s" and cf:"Cauchy(f o x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5301
  shows "Cauchy x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5302
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5303
  interpret f: bounded_linear f by fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5304
  { fix d::real assume "d>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5305
    then obtain N where N:"\<forall>n\<ge>N. norm (f (x n) - f (x N)) < e * d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5306
      using cf[unfolded cauchy o_def dist_norm, THEN spec[where x="e*d"]] and e and mult_pos_pos[of e d] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5307
    { fix n assume "n\<ge>N"
45270
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  5308
      have "e * norm (x n - x N) \<le> norm (f (x n - x N))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5309
        using subspace_sub[OF s, of "x n" "x N"] using xs[THEN spec[where x=N]] and xs[THEN spec[where x=n]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5310
        using normf[THEN bspec[where x="x n - x N"]] by auto
45270
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  5311
      also have "norm (f (x n - x N)) < e * d"
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  5312
        using `N \<le> n` N unfolding f.diff[THEN sym] by auto
d5b5c9259afd fix bug in cancel_factor simprocs so they will work on goals like 'x * y < x * z' where the common term is already on the left
huffman
parents: 45051
diff changeset
  5313
      finally have "norm (x n - x N) < d" using `e>0` by simp }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5314
    hence "\<exists>N. \<forall>n\<ge>N. norm (x n - x N) < d" by auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5315
  thus ?thesis unfolding cauchy and dist_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5316
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5317
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5318
lemma complete_isometric_image:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5319
  fixes f :: "'a::euclidean_space => 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5320
  assumes "0 < e" and s:"subspace s" and f:"bounded_linear f" and normf:"\<forall>x\<in>s. norm(f x) \<ge> e * norm(x)" and cs:"complete s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5321
  shows "complete(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5322
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5323
  { fix g assume as:"\<forall>n::nat. g n \<in> f ` s" and cfg:"Cauchy g"
33324
51eb2ffa2189 Tidied up some very ugly proofs
paulson
parents: 33270
diff changeset
  5324
    then obtain x where "\<forall>n. x n \<in> s \<and> g n = f (x n)" 
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5325
      using choice[of "\<lambda> n xa. xa \<in> s \<and> g n = f xa"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5326
    hence x:"\<forall>n. x n \<in> s"  "\<forall>n. g n = f (x n)" by auto
39302
d7728f65b353 renamed lemmas: ext_iff -> fun_eq_iff, set_ext_iff -> set_eq_iff, set_ext -> set_eqI
nipkow
parents: 39198
diff changeset
  5327
    hence "f \<circ> x = g" unfolding fun_eq_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5328
    then obtain l where "l\<in>s" and l:"(x ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5329
      using cs[unfolded complete_def, THEN spec[where x="x"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5330
      using cauchy_isometric[OF `0<e` s f normf] and cfg and x(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5331
    hence "\<exists>l\<in>f ` s. (g ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5332
      using linear_continuous_at[OF f, unfolded continuous_at_sequentially, THEN spec[where x=x], of l]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5333
      unfolding `f \<circ> x = g` by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5334
  thus ?thesis unfolding complete_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5335
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5336
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5337
lemma dist_0_norm:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5338
  fixes x :: "'a::real_normed_vector"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5339
  shows "dist 0 x = norm x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5340
unfolding dist_norm by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5341
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5342
lemma injective_imp_isometric: fixes f::"'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5343
  assumes s:"closed s"  "subspace s"  and f:"bounded_linear f" "\<forall>x\<in>s. (f x = 0) \<longrightarrow> (x = 0)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5344
  shows "\<exists>e>0. \<forall>x\<in>s. norm (f x) \<ge> e * norm(x)"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5345
proof(cases "s \<subseteq> {0::'a}")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5346
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5347
  { fix x assume "x \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5348
    hence "x = 0" using True by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5349
    hence "norm x \<le> norm (f x)" by auto  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5350
  thus ?thesis by(auto intro!: exI[where x=1])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5351
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5352
  interpret f: bounded_linear f by fact
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5353
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5354
  then obtain a where a:"a\<noteq>0" "a\<in>s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5355
  from False have "s \<noteq> {}" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5356
  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
  5357
  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
  5358
  let ?S'' = "{x::'a. norm x = norm a}"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5359
36362
06475a1547cb fix lots of looping simp calls and other warnings
huffman
parents: 36360
diff changeset
  5360
  have "?S'' = frontier(cball 0 (norm a))" unfolding frontier_cball and dist_norm by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5361
  hence "compact ?S''" using compact_frontier[OF compact_cball, of 0 "norm a"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5362
  moreover have "?S' = s \<inter> ?S''" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5363
  ultimately have "compact ?S'" using closed_inter_compact[of s ?S''] using s(1) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5364
  moreover have *:"f ` ?S' = ?S" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5365
  ultimately have "compact ?S" using compact_continuous_image[OF linear_continuous_on[OF f(1)], of ?S'] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5366
  hence "closed ?S" using compact_imp_closed by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5367
  moreover have "?S \<noteq> {}" using a by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5368
  ultimately obtain b' where "b'\<in>?S" "\<forall>y\<in>?S. norm b' \<le> norm y" using distance_attains_inf[of ?S 0] unfolding dist_0_norm by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5369
  then obtain b where "b\<in>s" and ba:"norm b = norm a" and b:"\<forall>x\<in>{x \<in> s. norm x = norm a}. norm (f b) \<le> norm (f x)" unfolding *[THEN sym] unfolding image_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5370
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5371
  let ?e = "norm (f b) / norm b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5372
  have "norm b > 0" using ba and a and norm_ge_zero by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5373
  moreover have "norm (f b) > 0" using f(2)[THEN bspec[where x=b], OF `b\<in>s`] using `norm b >0` unfolding zero_less_norm_iff by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5374
  ultimately have "0 < norm (f b) / norm b" by(simp only: divide_pos_pos)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5375
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5376
  { fix x assume "x\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5377
    hence "norm (f b) / norm b * norm x \<le> norm (f x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5378
    proof(cases "x=0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5379
      case True thus "norm (f b) / norm b * norm x \<le> norm (f x)" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5380
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5381
      case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5382
      hence *:"0 < norm a / norm x" using `a\<noteq>0` unfolding zero_less_norm_iff[THEN sym] by(simp only: divide_pos_pos)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5383
      have "\<forall>c. \<forall>x\<in>s. c *\<^sub>R x \<in> s" using s[unfolded subspace_def] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5384
      hence "(norm a / norm x) *\<^sub>R x \<in> {x \<in> s. norm x = norm a}" using `x\<in>s` and `x\<noteq>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5385
      thus "norm (f b) / norm b * norm x \<le> norm (f x)" using b[THEN bspec[where x="(norm a / norm x) *\<^sub>R x"]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5386
        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
  5387
        by (auto simp add: mult_commute pos_le_divide_eq pos_divide_le_eq)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5388
    qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5389
  ultimately
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5390
  show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5391
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5392
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5393
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
  5394
  fixes f :: "'a::euclidean_space \<Rightarrow> 'b::euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5395
  assumes "subspace s" "bounded_linear f" "\<forall>x\<in>s. f x = 0 --> x = 0" "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5396
  shows "closed(f ` s)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5397
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5398
  obtain e where "e>0" and e:"\<forall>x\<in>s. e * norm x \<le> norm (f x)" using injective_imp_isometric[OF assms(4,1,2,3)] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5399
  show ?thesis using complete_isometric_image[OF `e>0` assms(1,2) e] and assms(4)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5400
    unfolding complete_eq_closed[THEN sym] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5401
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5402
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5403
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5404
subsection {* Some properties of a canonical subspace *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5405
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5406
lemma subspace_substandard:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5407
  "subspace {x::'a::euclidean_space. (\<forall>i<DIM('a). P i \<longrightarrow> x$$i = 0)}"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5408
  unfolding subspace_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5409
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5410
lemma closed_substandard:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5411
 "closed {x::'a::euclidean_space. \<forall>i<DIM('a). P i --> x$$i = 0}" (is "closed ?A")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5412
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5413
  let ?D = "{i. P i} \<inter> {..<DIM('a)}"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5414
  have "closed (\<Inter>i\<in>?D. {x::'a. x$$i = 0})"
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5415
    by (simp add: closed_INT closed_Collect_eq)
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5416
  also have "(\<Inter>i\<in>?D. {x::'a. x$$i = 0}) = ?A"
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5417
    by auto
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5418
  finally show "closed ?A" .
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5419
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5420
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5421
lemma dim_substandard: assumes "d\<subseteq>{..<DIM('a::euclidean_space)}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5422
  shows "dim {x::'a::euclidean_space. \<forall>i<DIM('a). i \<notin> d \<longrightarrow> x$$i = 0} = card d" (is "dim ?A = _")
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5423
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5424
  let ?D = "{..<DIM('a)}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5425
  let ?B = "(basis::nat => 'a) ` d"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5426
  let ?bas = "basis::nat \<Rightarrow> 'a"
44167
e81d676d598e avoid duplicate rule warnings
huffman
parents: 44139
diff changeset
  5427
  have "?B \<subseteq> ?A" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5428
  moreover
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5429
  { fix x::"'a" assume "x\<in>?A"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5430
    hence "finite d" "x\<in>?A" using assms by(auto intro:finite_subset)
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5431
    hence "x\<in> span ?B"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5432
    proof(induct d arbitrary: x)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5433
      case empty hence "x=0" apply(subst euclidean_eq) by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5434
      thus ?case using subspace_0[OF subspace_span[of "{}"]] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5435
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5436
      case (insert k 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
  5437
      hence *:"\<forall>i<DIM('a). i \<notin> insert k F \<longrightarrow> x $$ i = 0" by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5438
      have **:"F \<subseteq> insert k F" by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5439
      def y \<equiv> "x - x$$k *\<^sub>R basis k"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5440
      have y:"x = y + (x$$k) *\<^sub>R basis k" unfolding y_def by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5441
      { fix i assume i':"i \<notin> F"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5442
        hence "y $$ i = 0" unfolding y_def 
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5443
          using *[THEN spec[where x=i]] by auto }
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5444
      hence "y \<in> span (basis ` F)" using insert(3) by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5445
      hence "y \<in> span (basis ` (insert k F))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5446
        using span_mono[of "?bas ` F" "?bas ` (insert k 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
  5447
        using image_mono[OF **, of basis] using assms by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5448
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5449
      have "basis k \<in> span (?bas ` (insert k F))" by(rule span_superset, auto)
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5450
      hence "x$$k *\<^sub>R basis k \<in> span (?bas ` (insert k F))"
36593
fb69c8cd27bd define linear algebra concepts using scaleR instead of (op *s); generalized many lemmas, though a few theorems that used to work on type int^'n are a bit less general
huffman
parents: 36590
diff changeset
  5451
        using span_mul by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5452
      ultimately
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5453
      have "y + x$$k *\<^sub>R basis k \<in> span (?bas ` (insert k F))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5454
        using span_add by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5455
      thus ?case using y by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5456
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5457
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5458
  hence "?A \<subseteq> span ?B" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5459
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5460
  { fix x assume "x \<in> ?B"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5461
    hence "x\<in>{(basis i)::'a |i. i \<in> ?D}" using assms by auto  }
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5462
  hence "independent ?B" using independent_mono[OF independent_basis, of ?B] and assms by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5463
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5464
  have "d \<subseteq> ?D" unfolding subset_eq using assms by auto
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5465
  hence *:"inj_on (basis::nat\<Rightarrow>'a) d" using subset_inj_on[OF basis_inj, of "d"] by auto
33715
8cce3a34c122 removed hassize predicate
hoelzl
parents: 33714
diff changeset
  5466
  have "card ?B = card d" unfolding card_image[OF *] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5467
  ultimately show ?thesis using dim_unique[of "basis ` d" ?A] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5468
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5469
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5470
text{* Hence closure and completeness of all subspaces.                          *}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5471
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5472
lemma closed_subspace_lemma: "n \<le> card (UNIV::'n::finite set) \<Longrightarrow> \<exists>A::'n set. card A = n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5473
apply (induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5474
apply (rule_tac x="{}" in exI, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5475
apply clarsimp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5476
apply (subgoal_tac "\<exists>x. x \<notin> A")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5477
apply (erule exE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5478
apply (rule_tac x="insert x A" in exI, simp)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5479
apply (subgoal_tac "A \<noteq> UNIV", auto)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5480
done
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5481
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5482
lemma closed_subspace: fixes s::"('a::euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5483
  assumes "subspace s" shows "closed s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5484
proof-
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5485
  have *:"dim s \<le> DIM('a)" using dim_subset_UNIV by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5486
  def d \<equiv> "{..<dim s}" have t:"card d = dim s" unfolding d_def by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5487
  let ?t = "{x::'a. \<forall>i<DIM('a). i \<notin> d \<longrightarrow> x$$i = 0}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5488
  have "\<exists>f. linear f \<and> f ` {x::'a. \<forall>i<DIM('a). i \<notin> d \<longrightarrow> x $$ i = 0} = s \<and>
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5489
      inj_on f {x::'a. \<forall>i<DIM('a). i \<notin> d \<longrightarrow> x $$ i = 0}"
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5490
    apply(rule subspace_isomorphism[OF subspace_substandard[of "\<lambda>i. i \<notin> d"]])
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5491
    using dim_substandard[of d,where 'a='a] and t unfolding d_def using * assms by auto
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5492
  then guess f apply-by(erule exE conjE)+ note f = this
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5493
  interpret f: bounded_linear f using f unfolding linear_conv_bounded_linear by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5494
  have "\<forall>x\<in>?t. f x = 0 \<longrightarrow> x = 0" using f.zero using f(3)[unfolded inj_on_def]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5495
    by(erule_tac x=0 in ballE) auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5496
  moreover have "closed ?t" using closed_substandard .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5497
  moreover have "subspace ?t" using subspace_substandard .
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5498
  ultimately show ?thesis using closed_injective_image_subspace[of ?t f]
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5499
    unfolding f(2) using f(1) unfolding linear_conv_bounded_linear by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5500
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5501
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5502
lemma complete_subspace:
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5503
  fixes s :: "('a::euclidean_space) set" shows "subspace s ==> complete s"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5504
  using complete_eq_closed closed_subspace
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5505
  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5506
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5507
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
  5508
  fixes s :: "('a::euclidean_space) set"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5509
  shows "dim(closure s) = dim s" (is "?dc = ?d")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5510
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5511
  have "?dc \<le> ?d" using closure_minimal[OF span_inc, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5512
    using closed_subspace[OF subspace_span, of s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5513
    using dim_subset[of "closure s" "span s"] unfolding dim_span by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5514
  thus ?thesis using dim_subset[OF closure_subset, of s] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5515
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5516
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5517
36437
e76cb1d4663c reorganize subsection headings
huffman
parents: 36431
diff changeset
  5518
subsection {* Affine transformations of intervals *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5519
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5520
lemma real_affinity_le:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5521
 "0 < (m::'a::linordered_field) ==> (m * x + c \<le> y \<longleftrightarrow> x \<le> inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5522
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5523
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5524
lemma real_le_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5525
 "0 < (m::'a::linordered_field) ==> (y \<le> m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) \<le> x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5526
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5527
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5528
lemma real_affinity_lt:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5529
 "0 < (m::'a::linordered_field) ==> (m * x + c < y \<longleftrightarrow> x < inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5530
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5531
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5532
lemma real_lt_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5533
 "0 < (m::'a::linordered_field) ==> (y < m * x + c \<longleftrightarrow> inverse(m) * y + -(c / m) < x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5534
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5535
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5536
lemma real_affinity_eq:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5537
 "(m::'a::linordered_field) \<noteq> 0 ==> (m * x + c = y \<longleftrightarrow> x = inverse(m) * y + -(c / m))"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5538
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5539
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5540
lemma real_eq_affinity:
35028
108662d50512 more consistent naming of type classes involving orderings (and lattices) -- c.f. NEWS
haftmann
parents: 34999
diff changeset
  5541
 "(m::'a::linordered_field) \<noteq> 0 ==> (y = m * x + c  \<longleftrightarrow> inverse(m) * y + -(c / m) = x)"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5542
  by (simp add: field_simps inverse_eq_divide)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5543
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5544
lemma image_affinity_interval: fixes m::real
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5545
  fixes a b c :: "'a::ordered_euclidean_space"
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5546
  shows "(\<lambda>x. m *\<^sub>R x + c) ` {a .. b} =
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5547
            (if {a .. b} = {} then {}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5548
            else (if 0 \<le> m then {m *\<^sub>R a + c .. m *\<^sub>R b + c}
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5549
            else {m *\<^sub>R b + c .. m *\<^sub>R a + c}))"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5550
proof(cases "m=0")  
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5551
  { fix x assume "x \<le> c" "c \<le> x"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5552
    hence "x=c" unfolding eucl_le[where 'a='a] apply-
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5553
      apply(subst euclidean_eq) by (auto intro: order_antisym) }
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5554
  moreover case True
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5555
  moreover have "c \<in> {m *\<^sub>R a + c..m *\<^sub>R b + c}" unfolding True by(auto simp add: eucl_le[where 'a='a])
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5556
  ultimately show ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5557
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5558
  case False
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5559
  { fix y assume "a \<le> y" "y \<le> b" "m > 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5560
    hence "m *\<^sub>R a + c \<le> m *\<^sub>R y + c"  "m *\<^sub>R y + c \<le> m *\<^sub>R b + c"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5561
      unfolding eucl_le[where 'a='a] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5562
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5563
  { fix y assume "a \<le> y" "y \<le> b" "m < 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5564
    hence "m *\<^sub>R b + c \<le> m *\<^sub>R y + c"  "m *\<^sub>R y + c \<le> m *\<^sub>R a + c"
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5565
      unfolding eucl_le[where 'a='a] by(auto simp add: mult_left_mono_neg)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5566
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5567
  { fix y assume "m > 0"  "m *\<^sub>R a + c \<le> y"  "y \<le> m *\<^sub>R b + c"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5568
    hence "y \<in> (\<lambda>x. m *\<^sub>R x + c) ` {a..b}"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5569
      unfolding image_iff Bex_def mem_interval eucl_le[where 'a='a]
44516
d9a496ae5d9d move everything related to 'norm' method into new theory file Norm_Arith.thy
huffman
parents: 44457
diff changeset
  5570
      apply (intro exI[where x="(1 / m) *\<^sub>R (y - c)"])
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5571
      by(auto simp add: pos_le_divide_eq pos_divide_le_eq mult_commute diff_le_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5572
  } moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5573
  { fix y assume "m *\<^sub>R b + c \<le> y" "y \<le> m *\<^sub>R a + c" "m < 0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5574
    hence "y \<in> (\<lambda>x. m *\<^sub>R x + c) ` {a..b}"
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5575
      unfolding image_iff Bex_def mem_interval eucl_le[where 'a='a]
44516
d9a496ae5d9d move everything related to 'norm' method into new theory file Norm_Arith.thy
huffman
parents: 44457
diff changeset
  5576
      apply (intro exI[where x="(1 / m) *\<^sub>R (y - c)"])
44457
d366fa5551ef declare euclidean_simps [simp] at the point they are proved;
huffman
parents: 44365
diff changeset
  5577
      by(auto simp add: neg_le_divide_eq neg_divide_le_eq mult_commute diff_le_iff)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5578
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5579
  ultimately show ?thesis using False by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5580
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5581
37489
44e42d392c6e Introduce a type class for euclidean spaces, port most lemmas from real^'n to this type class.
hoelzl
parents: 37452
diff changeset
  5582
lemma image_smult_interval:"(\<lambda>x. m *\<^sub>R (x::_::ordered_euclidean_space)) ` {a..b} =
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5583
  (if {a..b} = {} then {} else if 0 \<le> m then {m *\<^sub>R a..m *\<^sub>R b} else {m *\<^sub>R b..m *\<^sub>R a})"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5584
  using image_affinity_interval[of m 0 a b] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5585
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5586
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5587
subsection {* Banach fixed point theorem (not really topological...) *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5588
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5589
lemma banach_fix:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5590
  assumes s:"complete s" "s \<noteq> {}" and c:"0 \<le> c" "c < 1" and f:"(f ` s) \<subseteq> s" and
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5591
          lipschitz:"\<forall>x\<in>s. \<forall>y\<in>s. dist (f x) (f y) \<le> c * dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5592
  shows "\<exists>! x\<in>s. (f x = x)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5593
proof-
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5594
  have "1 - c > 0" using c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5595
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5596
  from s(2) obtain z0 where "z0 \<in> s" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5597
  def z \<equiv> "\<lambda>n. (f ^^ n) z0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5598
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5599
    have "z n \<in> s" unfolding z_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5600
    proof(induct n) case 0 thus ?case using `z0 \<in>s` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5601
    next case Suc thus ?case using f by auto qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5602
  note z_in_s = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5603
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5604
  def d \<equiv> "dist (z 0) (z 1)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5605
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5606
  have fzn:"\<And>n. f (z n) = z (Suc n)" unfolding z_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5607
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5608
    have "dist (z n) (z (Suc n)) \<le> (c ^ n) * d"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5609
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5610
      case 0 thus ?case unfolding d_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5611
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5612
      case (Suc m)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5613
      hence "c * dist (z m) (z (Suc m)) \<le> c ^ Suc m * d"
38642
8fa437809c67 dropped type classes mult_mono and mult_mono1; tuned names of technical rule duplicates
haftmann
parents: 37732
diff changeset
  5614
        using `0 \<le> c` using mult_left_mono[of "dist (z m) (z (Suc m))" "c ^ m * d" c] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5615
      thus ?case using lipschitz[THEN bspec[where x="z m"], OF z_in_s, THEN bspec[where x="z (Suc m)"], OF z_in_s]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5616
        unfolding fzn and mult_le_cancel_left by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5617
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5618
  } note cf_z = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5619
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5620
  { fix n m::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5621
    have "(1 - c) * dist (z m) (z (m+n)) \<le> (c ^ m) * d * (1 - c ^ n)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5622
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5623
      case 0 show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5624
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5625
      case (Suc k)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5626
      have "(1 - c) * dist (z m) (z (m + Suc k)) \<le> (1 - c) * (dist (z m) (z (m + k)) + dist (z (m + k)) (z (Suc (m + k))))"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5627
        using dist_triangle and c by(auto simp add: dist_triangle)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5628
      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
  5629
        using cf_z[of "m + k"] and c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5630
      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
  5631
        using Suc by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5632
      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
  5633
        unfolding power_add by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5634
      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
  5635
        using c by (auto simp add: field_simps)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5636
      finally show ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5637
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5638
  } note cf_z2 = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5639
  { fix e::real assume "e>0"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5640
    hence "\<exists>N. \<forall>m n. N \<le> m \<and> N \<le> n \<longrightarrow> dist (z m) (z n) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5641
    proof(cases "d = 0")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5642
      case True
41863
e5104b436ea1 removed dependency on Dense_Linear_Order
boehmes
parents: 41413
diff changeset
  5643
      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
  5644
        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
  5645
      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
  5646
        by (simp add: *)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5647
      thus ?thesis using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5648
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5649
      case False hence "d>0" unfolding d_def using zero_le_dist[of "z 0" "z 1"]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  5650
        by (metis False d_def less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5651
      hence "0 < e * (1 - c) / d" using `e>0` and `1-c>0`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5652
        using divide_pos_pos[of "e * (1 - c)" d] and mult_pos_pos[of e "1 - c"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5653
      then obtain N where N:"c ^ N < e * (1 - c) / d" using real_arch_pow_inv[of "e * (1 - c) / d" c] and c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5654
      { fix m n::nat assume "m>n" and as:"m\<ge>N" "n\<ge>N"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5655
        have *:"c ^ n \<le> c ^ N" using `n\<ge>N` and c using power_decreasing[OF `n\<ge>N`, of c] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5656
        have "1 - c ^ (m - n) > 0" using c and power_strict_mono[of c 1 "m - n"] using `m>n` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5657
        hence **:"d * (1 - c ^ (m - n)) / (1 - c) > 0"
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  5658
          using mult_pos_pos[OF `d>0`, of "1 - c ^ (m - n)"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5659
          using divide_pos_pos[of "d * (1 - c ^ (m - n))" "1 - c"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5660
          using `0 < 1 - c` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5661
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5662
        have "dist (z m) (z n) \<le> c ^ n * d * (1 - c ^ (m - n)) / (1 - c)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5663
          using cf_z2[of n "m - n"] and `m>n` unfolding pos_le_divide_eq[OF `1-c>0`]
36778
739a9379e29b avoid using real-specific versions of generic lemmas
huffman
parents: 36669
diff changeset
  5664
          by (auto simp add: mult_commute dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5665
        also have "\<dots> \<le> c ^ N * d * (1 - c ^ (m - n)) / (1 - c)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5666
          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
  5667
          unfolding mult_assoc by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5668
        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
  5669
          using mult_strict_right_mono[OF N **] unfolding mult_assoc by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5670
        also have "\<dots> = e * (1 - c ^ (m - n))" using c and `d>0` and `1 - c > 0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5671
        also have "\<dots> \<le> e" using c and `1 - c ^ (m - n) > 0` and `e>0` using mult_right_le_one_le[of e "1 - c ^ (m - n)"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5672
        finally have  "dist (z m) (z n) < e" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5673
      } note * = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5674
      { fix m n::nat assume as:"N\<le>m" "N\<le>n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5675
        hence "dist (z n) (z m) < e"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5676
        proof(cases "n = m")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5677
          case True thus ?thesis using `e>0` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5678
        next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5679
          case False thus ?thesis using as and *[of n m] *[of m n] unfolding nat_neq_iff by (auto simp add: dist_commute)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5680
        qed }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5681
      thus ?thesis by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5682
    qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5683
  }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5684
  hence "Cauchy z" unfolding cauchy_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5685
  then obtain x where "x\<in>s" and x:"(z ---> x) sequentially" using s(1)[unfolded compact_def complete_def, THEN spec[where x=z]] and z_in_s by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5686
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5687
  def e \<equiv> "dist (f x) x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5688
  have "e = 0" proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5689
    assume "e \<noteq> 0" hence "e>0" unfolding e_def using zero_le_dist[of "f x" x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5690
      by (metis dist_eq_0_iff dist_nz e_def)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5691
    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
  5692
      using x[unfolded LIMSEQ_def, THEN spec[where x="e/2"]] by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5693
    hence N':"dist (z N) x < e / 2" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5694
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5695
    have *:"c * dist (z N) x \<le> dist (z N) x" unfolding mult_le_cancel_right2
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5696
      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
  5697
      by (metis dist_eq_0_iff dist_nz order_less_asym less_le)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5698
    have "dist (f (z N)) (f x) \<le> c * dist (z N) x" using lipschitz[THEN bspec[where x="z N"], THEN bspec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5699
      using z_in_s[of N] `x\<in>s` using c by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5700
    also have "\<dots> < e / 2" using N' and c using * by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5701
    finally show False unfolding fzn
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5702
      using N[THEN spec[where x="Suc N"]] and dist_triangle_half_r[of "z (Suc N)" "f x" e x]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5703
      unfolding e_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5704
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5705
  hence "f x = x" unfolding e_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5706
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5707
  { fix y assume "f y = y" "y\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5708
    hence "dist x y \<le> c * dist x y" using lipschitz[THEN bspec[where x=x], THEN bspec[where x=y]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5709
      using `x\<in>s` and `f x = x` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5710
    hence "dist x y = 0" unfolding mult_le_cancel_right1
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5711
      using c and zero_le_dist[of x y] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5712
    hence "y = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5713
  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  5714
  ultimately show ?thesis using `x\<in>s` by blast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5715
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5716
44210
eba74571833b Topology_Euclidean_Space.thy: organize section headings
huffman
parents: 44207
diff changeset
  5717
subsection {* Edelstein fixed point theorem *}
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5718
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5719
lemma edelstein_fix:
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5720
  fixes s :: "'a::real_normed_vector set"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5721
  assumes s:"compact s" "s \<noteq> {}" and gs:"(g ` s) \<subseteq> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5722
      and dist:"\<forall>x\<in>s. \<forall>y\<in>s. x \<noteq> y \<longrightarrow> dist (g x) (g y) < dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5723
  shows "\<exists>! x\<in>s. g x = x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5724
proof(cases "\<exists>x\<in>s. g x \<noteq> x")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5725
  obtain x where "x\<in>s" using s(2) by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5726
  case False hence g:"\<forall>x\<in>s. g x = x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5727
  { fix y assume "y\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5728
    hence "x = y" using `x\<in>s` and dist[THEN bspec[where x=x], THEN bspec[where x=y]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5729
      unfolding g[THEN bspec[where x=x], OF `x\<in>s`]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5730
      unfolding g[THEN bspec[where x=y], OF `y\<in>s`] by auto  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  5731
  thus ?thesis using `x\<in>s` and g by blast+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5732
next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5733
  case True
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5734
  then obtain x where [simp]:"x\<in>s" and "g x \<noteq> x" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5735
  { fix x y assume "x \<in> s" "y \<in> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5736
    hence "dist (g x) (g y) \<le> dist x y"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5737
      using dist[THEN bspec[where x=x], THEN bspec[where x=y]] by auto } note dist' = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5738
  def y \<equiv> "g x"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5739
  have [simp]:"y\<in>s" unfolding y_def using gs[unfolded image_subset_iff] and `x\<in>s` by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5740
  def f \<equiv> "\<lambda>n. g ^^ n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5741
  have [simp]:"\<And>n z. g (f n z) = f (Suc n) z" unfolding f_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5742
  have [simp]:"\<And>z. f 0 z = z" unfolding f_def by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5743
  { fix n::nat and z assume "z\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5744
    have "f n z \<in> s" unfolding f_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5745
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5746
      case 0 thus ?case using `z\<in>s` by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5747
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5748
      case (Suc n) thus ?case using gs[unfolded image_subset_iff] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5749
    qed } note fs = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5750
  { fix m n ::nat assume "m\<le>n"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5751
    fix w z assume "w\<in>s" "z\<in>s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5752
    have "dist (f n w) (f n z) \<le> dist (f m w) (f m z)" using `m\<le>n`
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5753
    proof(induct n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5754
      case 0 thus ?case by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5755
    next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5756
      case (Suc n)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5757
      thus ?case proof(cases "m\<le>n")
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5758
        case True thus ?thesis using Suc(1)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5759
          using dist'[OF fs fs, OF `w\<in>s` `z\<in>s`, of n n] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5760
      next
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5761
        case False hence mn:"m = Suc n" using Suc(2) by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5762
        show ?thesis unfolding mn  by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5763
      qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5764
    qed } note distf = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5765
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5766
  def h \<equiv> "\<lambda>n. (f n x, f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5767
  let ?s2 = "s \<times> s"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5768
  obtain l r where "l\<in>?s2" and r:"subseq r" and lr:"((h \<circ> r) ---> l) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5769
    using compact_Times [OF s(1) s(1), unfolded compact_def, THEN spec[where x=h]] unfolding  h_def
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5770
    using fs[OF `x\<in>s`] and fs[OF `y\<in>s`] by blast
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5771
  def a \<equiv> "fst l" def b \<equiv> "snd l"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5772
  have lab:"l = (a, b)" unfolding a_def b_def by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5773
  have [simp]:"a\<in>s" "b\<in>s" unfolding a_def b_def using `l\<in>?s2` by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5774
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5775
  have lima:"((fst \<circ> (h \<circ> r)) ---> a) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5776
   and limb:"((snd \<circ> (h \<circ> r)) ---> b) sequentially"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5777
    using lr
44167
e81d676d598e avoid duplicate rule warnings
huffman
parents: 44139
diff changeset
  5778
    unfolding o_def a_def b_def by (rule tendsto_intros)+
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5779
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5780
  { fix n::nat
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5781
    have *:"\<And>fx fy (x::'a) y. dist fx fy \<le> dist x y \<Longrightarrow> \<not> (dist (fx - fy) (a - b) < dist a b - dist x y)" unfolding dist_norm by norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5782
    { fix x y :: 'a
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5783
      have "dist (-x) (-y) = dist x y" unfolding dist_norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5784
        using norm_minus_cancel[of "x - y"] by (auto simp add: uminus_add_conv_diff) } note ** = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5785
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5786
    { assume as:"dist a b > dist (f n x) (f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5787
      then obtain Na Nb where "\<forall>m\<ge>Na. dist (f (r m) x) a < (dist a b - dist (f n x) (f n y)) / 2"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5788
        and "\<forall>m\<ge>Nb. dist (f (r m) y) b < (dist a b - dist (f n x) (f n y)) / 2"
47108
2a1953f0d20d merged fork with new numeral representation (see NEWS)
huffman
parents: 46887
diff changeset
  5789
        using lima limb unfolding h_def LIMSEQ_def by (fastforce simp del: less_divide_eq_numeral1)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5790
      hence "dist (f (r (Na + Nb + n)) x - f (r (Na + Nb + n)) y) (a - b) < dist a b - dist (f n x) (f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5791
        apply(erule_tac x="Na+Nb+n" in allE)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5792
        apply(erule_tac x="Na+Nb+n" in allE) apply simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5793
        using dist_triangle_add_half[of a "f (r (Na + Nb + n)) x" "dist a b - dist (f n x) (f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5794
          "-b"  "- f (r (Na + Nb + n)) y"]
36350
bc7982c54e37 dropped group_simps, ring_simps, field_eq_simps
haftmann
parents: 36336
diff changeset
  5795
        unfolding ** by (auto simp add: algebra_simps dist_commute)
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5796
      moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5797
      have "dist (f (r (Na + Nb + n)) x - f (r (Na + Nb + n)) y) (a - b) \<ge> dist a b - dist (f n x) (f n y)"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5798
        using distf[of n "r (Na+Nb+n)", OF _ `x\<in>s` `y\<in>s`]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5799
        using subseq_bigger[OF r, of "Na+Nb+n"]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5800
        using *[of "f (r (Na + Nb + n)) x" "f (r (Na + Nb + n)) y" "f n x" "f n y"] by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5801
      ultimately have False by simp
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5802
    }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5803
    hence "dist a b \<le> dist (f n x) (f n y)" by(rule ccontr)auto }
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5804
  note ab_fn = this
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5805
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5806
  have [simp]:"a = b" proof(rule ccontr)
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5807
    def e \<equiv> "dist a b - dist (g a) (g b)"
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  5808
    assume "a\<noteq>b" hence "e > 0" unfolding e_def using dist by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5809
    hence "\<exists>n. dist (f n x) a < e/2 \<and> dist (f n y) b < e/2"
44907
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  5810
      using lima limb unfolding LIMSEQ_def
93943da0a010 remove redundant lemma Lim_sequentially in favor of lemma LIMSEQ_def
huffman
parents: 44905
diff changeset
  5811
      apply (auto elim!: allE[where x="e/2"]) apply(rename_tac N N', rule_tac x="r (max N N')" in exI) unfolding h_def by fastforce
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5812
    then obtain n where n:"dist (f n x) a < e/2 \<and> dist (f n y) b < e/2" by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5813
    have "dist (f (Suc n) x) (g a) \<le> dist (f n x) a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5814
      using dist[THEN bspec[where x="f n x"], THEN bspec[where x="a"]] and fs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5815
    moreover have "dist (f (Suc n) y) (g b) \<le> dist (f n y) b"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5816
      using dist[THEN bspec[where x="f n y"], THEN bspec[where x="b"]] and fs by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5817
    ultimately have "dist (f (Suc n) x) (g a) + dist (f (Suc n) y) (g b) < e" using n by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5818
    thus False unfolding e_def using ab_fn[of "Suc n"] by norm
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5819
  qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5820
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5821
  have [simp]:"\<And>n. f (Suc n) x = f n y" unfolding f_def y_def by(induct_tac n)auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5822
  { fix x y assume "x\<in>s" "y\<in>s" moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5823
    fix e::real assume "e>0" ultimately
44890
22f665a2e91c new fastforce replacing fastsimp - less confusing name
nipkow
parents: 44668
diff changeset
  5824
    have "dist y x < e \<longrightarrow> dist (g y) (g x) < e" using dist by fastforce }
36359
e5c785c166b2 generalize type of continuous_on
huffman
parents: 36358
diff changeset
  5825
  hence "continuous_on s g" unfolding continuous_on_iff by auto
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5826
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5827
  hence "((snd \<circ> h \<circ> r) ---> g a) sequentially" unfolding continuous_on_sequentially
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5828
    apply (rule allE[where x="\<lambda>n. (fst \<circ> h \<circ> r) n"]) apply (erule ballE[where x=a])
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5829
    using lima unfolding h_def o_def using fs[OF `x\<in>s`] by (auto simp add: y_def)
41970
47d6e13d1710 generalize infinite sums
hoelzl
parents: 41969
diff changeset
  5830
  hence "g a = a" using tendsto_unique[OF trivial_limit_sequentially limb, of "g a"]
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5831
    unfolding `a=b` and o_assoc by auto
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5832
  moreover
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5833
  { fix x assume "x\<in>s" "g x = x" "x\<noteq>a"
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5834
    hence "False" using dist[THEN bspec[where x=a], THEN bspec[where x=x]]
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5835
      using `g a = a` and `a\<in>s` by auto  }
34999
5312d2ffee3b Changed 'bounded unique existential quantifiers' from a constant to syntax translation.
hoelzl
parents: 34964
diff changeset
  5836
  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
  5837
qed
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5838
44131
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  5839
declare tendsto_const [intro] (* FIXME: move *)
5fc334b94e00 declare tendsto_const [intro] (accidentally removed in 230a8665c919)
huffman
parents: 44129
diff changeset
  5840
33175
2083bde13ce1 distinguished session for multivariate analysis
himmelma
parents:
diff changeset
  5841
end