src/HOL/Limits.thy
author hoelzl
Fri, 22 Mar 2013 10:41:43 +0100
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child 51524 7cb5ac44ca9e
permissions -rw-r--r--
move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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(*  Title       : Limits.thy
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    Author      : Brian Huffman
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*)
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header {* Filters and Limits *}
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theory Limits
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imports RealVector
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begin
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definition at_infinity :: "'a::real_normed_vector filter" where
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  "at_infinity = Abs_filter (\<lambda>P. \<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x)"
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lemma eventually_at_infinity:
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  "eventually P at_infinity \<longleftrightarrow> (\<exists>b. \<forall>x. b \<le> norm x \<longrightarrow> P x)"
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unfolding at_infinity_def
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proof (rule eventually_Abs_filter, rule is_filter.intro)
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  fix P Q :: "'a \<Rightarrow> bool"
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  assume "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x" and "\<exists>s. \<forall>x. s \<le> norm x \<longrightarrow> Q x"
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  then obtain r s where
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    "\<forall>x. r \<le> norm x \<longrightarrow> P x" and "\<forall>x. s \<le> norm x \<longrightarrow> Q x" by auto
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  then have "\<forall>x. max r s \<le> norm x \<longrightarrow> P x \<and> Q x" by simp
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  then show "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x \<and> Q x" ..
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qed auto
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lemma at_infinity_eq_at_top_bot:
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  "(at_infinity \<Colon> real filter) = sup at_top at_bot"
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  unfolding sup_filter_def at_infinity_def eventually_at_top_linorder eventually_at_bot_linorder
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proof (intro arg_cong[where f=Abs_filter] ext iffI)
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  fix P :: "real \<Rightarrow> bool" assume "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x"
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  then guess r ..
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  then have "(\<forall>x\<ge>r. P x) \<and> (\<forall>x\<le>-r. P x)" by auto
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  then show "(\<exists>r. \<forall>x\<ge>r. P x) \<and> (\<exists>r. \<forall>x\<le>r. P x)" by auto
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next
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  fix P :: "real \<Rightarrow> bool" assume "(\<exists>r. \<forall>x\<ge>r. P x) \<and> (\<exists>r. \<forall>x\<le>r. P x)"
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  then obtain p q where "\<forall>x\<ge>p. P x" "\<forall>x\<le>q. P x" by auto
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  then show "\<exists>r. \<forall>x. r \<le> norm x \<longrightarrow> P x"
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    by (intro exI[of _ "max p (-q)"])
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       (auto simp: abs_real_def)
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qed
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lemma at_top_le_at_infinity:
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  "at_top \<le> (at_infinity :: real filter)"
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  unfolding at_infinity_eq_at_top_bot by simp
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lemma at_bot_le_at_infinity:
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  "at_bot \<le> (at_infinity :: real filter)"
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  unfolding at_infinity_eq_at_top_bot by simp
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subsection {* Boundedness *}
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lemma Bfun_def:
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  "Bfun f F \<longleftrightarrow> (\<exists>K>0. eventually (\<lambda>x. norm (f x) \<le> K) F)"
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  unfolding Bfun_metric_def norm_conv_dist
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proof safe
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  fix y K assume "0 < K" and *: "eventually (\<lambda>x. dist (f x) y \<le> K) F"
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  moreover have "eventually (\<lambda>x. dist (f x) 0 \<le> dist (f x) y + dist 0 y) F"
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    by (intro always_eventually) (metis dist_commute dist_triangle)
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  with * have "eventually (\<lambda>x. dist (f x) 0 \<le> K + dist 0 y) F"
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    by eventually_elim auto
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  with `0 < K` show "\<exists>K>0. eventually (\<lambda>x. dist (f x) 0 \<le> K) F"
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    by (intro exI[of _ "K + dist 0 y"] add_pos_nonneg conjI zero_le_dist) auto
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qed auto
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lemma BfunI:
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  assumes K: "eventually (\<lambda>x. norm (f x) \<le> K) F" shows "Bfun f F"
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unfolding Bfun_def
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proof (intro exI conjI allI)
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  show "0 < max K 1" by simp
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next
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  show "eventually (\<lambda>x. norm (f x) \<le> max K 1) F"
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    using K by (rule eventually_elim1, simp)
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qed
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lemma BfunE:
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  assumes "Bfun f F"
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  obtains B where "0 < B" and "eventually (\<lambda>x. norm (f x) \<le> B) F"
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using assms unfolding Bfun_def by fast
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subsection {* Convergence to Zero *}
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definition Zfun :: "('a \<Rightarrow> 'b::real_normed_vector) \<Rightarrow> 'a filter \<Rightarrow> bool"
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  where "Zfun f F = (\<forall>r>0. eventually (\<lambda>x. norm (f x) < r) F)"
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lemma ZfunI:
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  "(\<And>r. 0 < r \<Longrightarrow> eventually (\<lambda>x. norm (f x) < r) F) \<Longrightarrow> Zfun f F"
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  unfolding Zfun_def by simp
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lemma ZfunD:
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  "\<lbrakk>Zfun f F; 0 < r\<rbrakk> \<Longrightarrow> eventually (\<lambda>x. norm (f x) < r) F"
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  unfolding Zfun_def by simp
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lemma Zfun_ssubst:
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  "eventually (\<lambda>x. f x = g x) F \<Longrightarrow> Zfun g F \<Longrightarrow> Zfun f F"
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  unfolding Zfun_def by (auto elim!: eventually_rev_mp)
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lemma Zfun_zero: "Zfun (\<lambda>x. 0) F"
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  unfolding Zfun_def by simp
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lemma Zfun_norm_iff: "Zfun (\<lambda>x. norm (f x)) F = Zfun (\<lambda>x. f x) F"
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  unfolding Zfun_def by simp
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lemma Zfun_imp_Zfun:
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  assumes f: "Zfun f F"
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  assumes g: "eventually (\<lambda>x. norm (g x) \<le> norm (f x) * K) F"
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  shows "Zfun (\<lambda>x. g x) F"
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proof (cases)
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  assume K: "0 < K"
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  show ?thesis
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  proof (rule ZfunI)
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    fix r::real assume "0 < r"
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    hence "0 < r / K"
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      using K by (rule divide_pos_pos)
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    then have "eventually (\<lambda>x. norm (f x) < r / K) F"
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      using ZfunD [OF f] by fast
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    with g show "eventually (\<lambda>x. norm (g x) < r) F"
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    proof eventually_elim
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      case (elim x)
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      hence "norm (f x) * K < r"
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        by (simp add: pos_less_divide_eq K)
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      thus ?case
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        by (simp add: order_le_less_trans [OF elim(1)])
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    qed
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  qed
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next
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  assume "\<not> 0 < K"
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  hence K: "K \<le> 0" by (simp only: not_less)
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  show ?thesis
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  proof (rule ZfunI)
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    fix r :: real
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    assume "0 < r"
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    from g show "eventually (\<lambda>x. norm (g x) < r) F"
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    proof eventually_elim
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      case (elim x)
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      also have "norm (f x) * K \<le> norm (f x) * 0"
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        using K norm_ge_zero by (rule mult_left_mono)
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noschinl
parents: 46886
diff changeset
   137
      finally show ?case
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   138
        using `0 < r` by simp
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   139
    qed
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   140
  qed
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   141
qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   142
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   143
lemma Zfun_le: "\<lbrakk>Zfun g F; \<forall>x. norm (f x) \<le> norm (g x)\<rbrakk> \<Longrightarrow> Zfun f F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   144
  by (erule_tac K="1" in Zfun_imp_Zfun, simp)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   145
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   146
lemma Zfun_add:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   147
  assumes f: "Zfun f F" and g: "Zfun g F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   148
  shows "Zfun (\<lambda>x. f x + g x) F"
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   149
proof (rule ZfunI)
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   150
  fix r::real assume "0 < r"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   151
  hence r: "0 < r / 2" by simp
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   152
  have "eventually (\<lambda>x. norm (f x) < r/2) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   153
    using f r by (rule ZfunD)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   154
  moreover
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   155
  have "eventually (\<lambda>x. norm (g x) < r/2) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   156
    using g r by (rule ZfunD)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   157
  ultimately
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   158
  show "eventually (\<lambda>x. norm (f x + g x) < r) F"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   159
  proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   160
    case (elim x)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   161
    have "norm (f x + g x) \<le> norm (f x) + norm (g x)"
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   162
      by (rule norm_triangle_ineq)
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   163
    also have "\<dots> < r/2 + r/2"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   164
      using elim by (rule add_strict_mono)
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   165
    finally show ?case
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   166
      by simp
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   167
  qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   168
qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   169
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   170
lemma Zfun_minus: "Zfun f F \<Longrightarrow> Zfun (\<lambda>x. - f x) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   171
  unfolding Zfun_def by simp
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   172
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   173
lemma Zfun_diff: "\<lbrakk>Zfun f F; Zfun g F\<rbrakk> \<Longrightarrow> Zfun (\<lambda>x. f x - g x) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   174
  by (simp only: diff_minus Zfun_add Zfun_minus)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   175
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   176
lemma (in bounded_linear) Zfun:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   177
  assumes g: "Zfun g F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   178
  shows "Zfun (\<lambda>x. f (g x)) F"
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   179
proof -
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   180
  obtain K where "\<And>x. norm (f x) \<le> norm x * K"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   181
    using bounded by fast
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   182
  then have "eventually (\<lambda>x. norm (f (g x)) \<le> norm (g x) * K) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   183
    by simp
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   184
  with g show ?thesis
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   185
    by (rule Zfun_imp_Zfun)
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   186
qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   187
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   188
lemma (in bounded_bilinear) Zfun:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   189
  assumes f: "Zfun f F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   190
  assumes g: "Zfun g F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   191
  shows "Zfun (\<lambda>x. f x ** g x) F"
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   192
proof (rule ZfunI)
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   193
  fix r::real assume r: "0 < r"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   194
  obtain K where K: "0 < K"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   195
    and norm_le: "\<And>x y. norm (x ** y) \<le> norm x * norm y * K"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   196
    using pos_bounded by fast
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   197
  from K have K': "0 < inverse K"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   198
    by (rule positive_imp_inverse_positive)
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   199
  have "eventually (\<lambda>x. norm (f x) < r) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   200
    using f r by (rule ZfunD)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   201
  moreover
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   202
  have "eventually (\<lambda>x. norm (g x) < inverse K) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   203
    using g K' by (rule ZfunD)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   204
  ultimately
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   205
  show "eventually (\<lambda>x. norm (f x ** g x) < r) F"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   206
  proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   207
    case (elim x)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   208
    have "norm (f x ** g x) \<le> norm (f x) * norm (g x) * K"
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   209
      by (rule norm_le)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   210
    also have "norm (f x) * norm (g x) * K < r * inverse K * K"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   211
      by (intro mult_strict_right_mono mult_strict_mono' norm_ge_zero elim K)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   212
    also from K have "r * inverse K * K = r"
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   213
      by simp
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   214
    finally show ?case .
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   215
  qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   216
qed
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   217
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   218
lemma (in bounded_bilinear) Zfun_left:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   219
  "Zfun f F \<Longrightarrow> Zfun (\<lambda>x. f x ** a) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   220
  by (rule bounded_linear_left [THEN bounded_linear.Zfun])
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   221
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   222
lemma (in bounded_bilinear) Zfun_right:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   223
  "Zfun f F \<Longrightarrow> Zfun (\<lambda>x. a ** f x) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   224
  by (rule bounded_linear_right [THEN bounded_linear.Zfun])
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   225
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   226
lemmas Zfun_mult = bounded_bilinear.Zfun [OF bounded_bilinear_mult]
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   227
lemmas Zfun_mult_right = bounded_bilinear.Zfun_right [OF bounded_bilinear_mult]
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   228
lemmas Zfun_mult_left = bounded_bilinear.Zfun_left [OF bounded_bilinear_mult]
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   229
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   230
lemma tendsto_Zfun_iff: "(f ---> a) F = Zfun (\<lambda>x. f x - a) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   231
  by (simp only: tendsto_iff Zfun_def dist_norm)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   232
44205
18da2a87421c generalize constant 'lim' and limit uniqueness theorems to class t2_space
huffman
parents: 44195
diff changeset
   233
subsubsection {* Distance and norms *}
36662
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   234
31565
da5a5589418e theorem attribute [tendsto_intros]
huffman
parents: 31492
diff changeset
   235
lemma tendsto_norm [tendsto_intros]:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   236
  "(f ---> a) F \<Longrightarrow> ((\<lambda>x. norm (f x)) ---> norm a) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   237
  unfolding norm_conv_dist by (intro tendsto_intros)
36662
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   238
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   239
lemma continuous_norm [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   240
  "continuous F f \<Longrightarrow> continuous F (\<lambda>x. norm (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   241
  unfolding continuous_def by (rule tendsto_norm)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   242
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   243
lemma continuous_on_norm [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   244
  "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. norm (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   245
  unfolding continuous_on_def by (auto intro: tendsto_norm)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   246
36662
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   247
lemma tendsto_norm_zero:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   248
  "(f ---> 0) F \<Longrightarrow> ((\<lambda>x. norm (f x)) ---> 0) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   249
  by (drule tendsto_norm, simp)
36662
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   250
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   251
lemma tendsto_norm_zero_cancel:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   252
  "((\<lambda>x. norm (f x)) ---> 0) F \<Longrightarrow> (f ---> 0) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   253
  unfolding tendsto_iff dist_norm by simp
36662
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   254
621122eeb138 generalize types of LIMSEQ and LIM; generalize many lemmas
huffman
parents: 36656
diff changeset
   255
lemma tendsto_norm_zero_iff:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   256
  "((\<lambda>x. norm (f x)) ---> 0) F \<longleftrightarrow> (f ---> 0) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   257
  unfolding tendsto_iff dist_norm by simp
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   258
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   259
lemma tendsto_rabs [tendsto_intros]:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   260
  "(f ---> (l::real)) F \<Longrightarrow> ((\<lambda>x. \<bar>f x\<bar>) ---> \<bar>l\<bar>) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   261
  by (fold real_norm_def, rule tendsto_norm)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   262
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   263
lemma continuous_rabs [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   264
  "continuous F f \<Longrightarrow> continuous F (\<lambda>x. \<bar>f x :: real\<bar>)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   265
  unfolding real_norm_def[symmetric] by (rule continuous_norm)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   266
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   267
lemma continuous_on_rabs [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   268
  "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. \<bar>f x :: real\<bar>)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   269
  unfolding real_norm_def[symmetric] by (rule continuous_on_norm)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   270
44194
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   271
lemma tendsto_rabs_zero:
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   272
  "(f ---> (0::real)) F \<Longrightarrow> ((\<lambda>x. \<bar>f x\<bar>) ---> 0) F"
44194
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   273
  by (fold real_norm_def, rule tendsto_norm_zero)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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   274
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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   275
lemma tendsto_rabs_zero_cancel:
44195
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   276
  "((\<lambda>x. \<bar>f x\<bar>) ---> (0::real)) F \<Longrightarrow> (f ---> 0) F"
44194
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   277
  by (fold real_norm_def, rule tendsto_norm_zero_cancel)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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parents: 44081
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   278
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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   279
lemma tendsto_rabs_zero_iff:
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   280
  "((\<lambda>x. \<bar>f x\<bar>) ---> (0::real)) F \<longleftrightarrow> (f ---> 0) F"
44194
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diff changeset
   281
  by (fold real_norm_def, rule tendsto_norm_zero_iff)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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   282
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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   283
subsubsection {* Addition and subtraction *}
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   284
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   285
lemma tendsto_add [tendsto_intros]:
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   286
  fixes a b :: "'a::real_normed_vector"
44195
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   287
  shows "\<lbrakk>(f ---> a) F; (g ---> b) F\<rbrakk> \<Longrightarrow> ((\<lambda>x. f x + g x) ---> a + b) F"
44081
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   288
  by (simp only: tendsto_Zfun_iff add_diff_add Zfun_add)
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   289
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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   290
lemma continuous_add [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
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   291
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   292
  shows "continuous F f \<Longrightarrow> continuous F g \<Longrightarrow> continuous F (\<lambda>x. f x + g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
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   293
  unfolding continuous_def by (rule tendsto_add)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
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   294
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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   295
lemma continuous_on_add [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
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   296
  fixes f g :: "_ \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   297
  shows "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f x + g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   298
  unfolding continuous_on_def by (auto intro: tendsto_add)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   299
44194
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   300
lemma tendsto_add_zero:
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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   301
  fixes f g :: "_ \<Rightarrow> 'b::real_normed_vector"
44195
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parents: 44194
diff changeset
   302
  shows "\<lbrakk>(f ---> 0) F; (g ---> 0) F\<rbrakk> \<Longrightarrow> ((\<lambda>x. f x + g x) ---> 0) F"
44194
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huffman
parents: 44081
diff changeset
   303
  by (drule (1) tendsto_add, simp)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
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parents: 44081
diff changeset
   304
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   305
lemma tendsto_minus [tendsto_intros]:
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parents:
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   306
  fixes a :: "'a::real_normed_vector"
44195
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diff changeset
   307
  shows "(f ---> a) F \<Longrightarrow> ((\<lambda>x. - f x) ---> - a) F"
44081
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   308
  by (simp only: tendsto_Zfun_iff minus_diff_minus Zfun_minus)
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parents:
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   309
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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   310
lemma continuous_minus [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   311
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   312
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. - f x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   313
  unfolding continuous_def by (rule tendsto_minus)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   314
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   315
lemma continuous_on_minus [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   316
  fixes f :: "_ \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   317
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. - f x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   318
  unfolding continuous_on_def by (auto intro: tendsto_minus)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   319
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   320
lemma tendsto_minus_cancel:
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
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parents:
diff changeset
   321
  fixes a :: "'a::real_normed_vector"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   322
  shows "((\<lambda>x. - f x) ---> - a) F \<Longrightarrow> (f ---> a) F"
44081
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huffman
parents: 44079
diff changeset
   323
  by (drule tendsto_minus, simp)
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diff changeset
   324
50330
d0b12171118e conversion rules for at, at_left and at_right; applied to l'Hopital's rules.
hoelzl
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diff changeset
   325
lemma tendsto_minus_cancel_left:
d0b12171118e conversion rules for at, at_left and at_right; applied to l'Hopital's rules.
hoelzl
parents: 50327
diff changeset
   326
    "(f ---> - (y::_::real_normed_vector)) F \<longleftrightarrow> ((\<lambda>x. - f x) ---> y) F"
d0b12171118e conversion rules for at, at_left and at_right; applied to l'Hopital's rules.
hoelzl
parents: 50327
diff changeset
   327
  using tendsto_minus_cancel[of f "- y" F]  tendsto_minus[of f "- y" F]
d0b12171118e conversion rules for at, at_left and at_right; applied to l'Hopital's rules.
hoelzl
parents: 50327
diff changeset
   328
  by auto
d0b12171118e conversion rules for at, at_left and at_right; applied to l'Hopital's rules.
hoelzl
parents: 50327
diff changeset
   329
31565
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   330
lemma tendsto_diff [tendsto_intros]:
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parents:
diff changeset
   331
  fixes a b :: "'a::real_normed_vector"
44195
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huffman
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diff changeset
   332
  shows "\<lbrakk>(f ---> a) F; (g ---> b) F\<rbrakk> \<Longrightarrow> ((\<lambda>x. f x - g x) ---> a - b) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   333
  by (simp add: diff_minus tendsto_add tendsto_minus)
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parents:
diff changeset
   334
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
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parents: 51474
diff changeset
   335
lemma continuous_diff [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   336
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   337
  shows "continuous F f \<Longrightarrow> continuous F g \<Longrightarrow> continuous F (\<lambda>x. f x - g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   338
  unfolding continuous_def by (rule tendsto_diff)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   339
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   340
lemma continuous_on_diff [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   341
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   342
  shows "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f x - g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   343
  unfolding continuous_on_def by (auto intro: tendsto_diff)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   344
31588
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diff changeset
   345
lemma tendsto_setsum [tendsto_intros]:
2651f172c38b add lemma tendsto_setsum
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parents: 31565
diff changeset
   346
  fixes f :: "'a \<Rightarrow> 'b \<Rightarrow> 'c::real_normed_vector"
44195
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parents: 44194
diff changeset
   347
  assumes "\<And>i. i \<in> S \<Longrightarrow> (f i ---> a i) F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   348
  shows "((\<lambda>x. \<Sum>i\<in>S. f i x) ---> (\<Sum>i\<in>S. a i)) F"
31588
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   349
proof (cases "finite S")
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   350
  assume "finite S" thus ?thesis using assms
44194
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   351
    by (induct, simp add: tendsto_const, simp add: tendsto_add)
31588
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huffman
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diff changeset
   352
next
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   353
  assume "\<not> finite S" thus ?thesis
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   354
    by (simp add: tendsto_const)
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   355
qed
2651f172c38b add lemma tendsto_setsum
huffman
parents: 31565
diff changeset
   356
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   357
lemma continuous_setsum [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   358
  fixes f :: "'a \<Rightarrow> 'b::t2_space \<Rightarrow> 'c::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   359
  shows "(\<And>i. i \<in> S \<Longrightarrow> continuous F (f i)) \<Longrightarrow> continuous F (\<lambda>x. \<Sum>i\<in>S. f i x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   360
  unfolding continuous_def by (rule tendsto_setsum)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   361
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   362
lemma continuous_on_setsum [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   363
  fixes f :: "'a \<Rightarrow> _ \<Rightarrow> 'c::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   364
  shows "(\<And>i. i \<in> S \<Longrightarrow> continuous_on s (f i)) \<Longrightarrow> continuous_on s (\<lambda>x. \<Sum>i\<in>S. f i x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   365
  unfolding continuous_on_def by (auto intro: tendsto_setsum)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   366
50999
3de230ed0547 introduce order topology
hoelzl
parents: 50880
diff changeset
   367
lemmas real_tendsto_sandwich = tendsto_sandwich[where 'b=real]
3de230ed0547 introduce order topology
hoelzl
parents: 50880
diff changeset
   368
44194
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parents: 44081
diff changeset
   369
subsubsection {* Linear operators and multiplication *}
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   370
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   371
lemma (in bounded_linear) tendsto:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   372
  "(g ---> a) F \<Longrightarrow> ((\<lambda>x. f (g x)) ---> f a) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   373
  by (simp only: tendsto_Zfun_iff diff [symmetric] Zfun)
31349
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huffman
parents:
diff changeset
   374
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   375
lemma (in bounded_linear) continuous:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   376
  "continuous F g \<Longrightarrow> continuous F (\<lambda>x. f (g x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   377
  using tendsto[of g _ F] by (auto simp: continuous_def)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   378
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   379
lemma (in bounded_linear) continuous_on:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   380
  "continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f (g x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   381
  using tendsto[of g] by (auto simp: continuous_on_def)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   382
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   383
lemma (in bounded_linear) tendsto_zero:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   384
  "(g ---> 0) F \<Longrightarrow> ((\<lambda>x. f (g x)) ---> 0) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   385
  by (drule tendsto, simp only: zero)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   386
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   387
lemma (in bounded_bilinear) tendsto:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   388
  "\<lbrakk>(f ---> a) F; (g ---> b) F\<rbrakk> \<Longrightarrow> ((\<lambda>x. f x ** g x) ---> a ** b) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   389
  by (simp only: tendsto_Zfun_iff prod_diff_prod
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   390
                 Zfun_add Zfun Zfun_left Zfun_right)
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
   391
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   392
lemma (in bounded_bilinear) continuous:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   393
  "continuous F f \<Longrightarrow> continuous F g \<Longrightarrow> continuous F (\<lambda>x. f x ** g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   394
  using tendsto[of f _ F g] by (auto simp: continuous_def)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   395
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   396
lemma (in bounded_bilinear) continuous_on:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   397
  "continuous_on s f \<Longrightarrow> continuous_on s g \<Longrightarrow> continuous_on s (\<lambda>x. f x ** g x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   398
  using tendsto[of f _ _ g] by (auto simp: continuous_on_def)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   399
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   400
lemma (in bounded_bilinear) tendsto_zero:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   401
  assumes f: "(f ---> 0) F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   402
  assumes g: "(g ---> 0) F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   403
  shows "((\<lambda>x. f x ** g x) ---> 0) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   404
  using tendsto [OF f g] by (simp add: zero_left)
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   405
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   406
lemma (in bounded_bilinear) tendsto_left_zero:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   407
  "(f ---> 0) F \<Longrightarrow> ((\<lambda>x. f x ** c) ---> 0) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   408
  by (rule bounded_linear.tendsto_zero [OF bounded_linear_left])
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   409
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   410
lemma (in bounded_bilinear) tendsto_right_zero:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   411
  "(f ---> 0) F \<Longrightarrow> ((\<lambda>x. c ** f x) ---> 0) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   412
  by (rule bounded_linear.tendsto_zero [OF bounded_linear_right])
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   413
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   414
lemmas tendsto_of_real [tendsto_intros] =
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   415
  bounded_linear.tendsto [OF bounded_linear_of_real]
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   416
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   417
lemmas tendsto_scaleR [tendsto_intros] =
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   418
  bounded_bilinear.tendsto [OF bounded_bilinear_scaleR]
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   419
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   420
lemmas tendsto_mult [tendsto_intros] =
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   421
  bounded_bilinear.tendsto [OF bounded_bilinear_mult]
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   422
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   423
lemmas continuous_of_real [continuous_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   424
  bounded_linear.continuous [OF bounded_linear_of_real]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   425
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   426
lemmas continuous_scaleR [continuous_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   427
  bounded_bilinear.continuous [OF bounded_bilinear_scaleR]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   428
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   429
lemmas continuous_mult [continuous_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   430
  bounded_bilinear.continuous [OF bounded_bilinear_mult]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   431
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   432
lemmas continuous_on_of_real [continuous_on_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   433
  bounded_linear.continuous_on [OF bounded_linear_of_real]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   434
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   435
lemmas continuous_on_scaleR [continuous_on_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   436
  bounded_bilinear.continuous_on [OF bounded_bilinear_scaleR]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   437
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   438
lemmas continuous_on_mult [continuous_on_intros] =
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   439
  bounded_bilinear.continuous_on [OF bounded_bilinear_mult]
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   440
44568
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   441
lemmas tendsto_mult_zero =
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   442
  bounded_bilinear.tendsto_zero [OF bounded_bilinear_mult]
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   443
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   444
lemmas tendsto_mult_left_zero =
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   445
  bounded_bilinear.tendsto_left_zero [OF bounded_bilinear_mult]
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   446
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   447
lemmas tendsto_mult_right_zero =
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   448
  bounded_bilinear.tendsto_right_zero [OF bounded_bilinear_mult]
e6f291cb5810 discontinue many legacy theorems about LIM and LIMSEQ, in favor of tendsto theorems
huffman
parents: 44342
diff changeset
   449
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   450
lemma tendsto_power [tendsto_intros]:
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   451
  fixes f :: "'a \<Rightarrow> 'b::{power,real_normed_algebra}"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   452
  shows "(f ---> a) F \<Longrightarrow> ((\<lambda>x. f x ^ n) ---> a ^ n) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   453
  by (induct n) (simp_all add: tendsto_const tendsto_mult)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   454
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   455
lemma continuous_power [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   456
  fixes f :: "'a::t2_space \<Rightarrow> 'b::{power,real_normed_algebra}"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   457
  shows "continuous F f \<Longrightarrow> continuous F (\<lambda>x. (f x)^n)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   458
  unfolding continuous_def by (rule tendsto_power)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   459
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   460
lemma continuous_on_power [continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   461
  fixes f :: "_ \<Rightarrow> 'b::{power,real_normed_algebra}"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   462
  shows "continuous_on s f \<Longrightarrow> continuous_on s (\<lambda>x. (f x)^n)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   463
  unfolding continuous_on_def by (auto intro: tendsto_power)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   464
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   465
lemma tendsto_setprod [tendsto_intros]:
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   466
  fixes f :: "'a \<Rightarrow> 'b \<Rightarrow> 'c::{real_normed_algebra,comm_ring_1}"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   467
  assumes "\<And>i. i \<in> S \<Longrightarrow> (f i ---> L i) F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   468
  shows "((\<lambda>x. \<Prod>i\<in>S. f i x) ---> (\<Prod>i\<in>S. L i)) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   469
proof (cases "finite S")
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   470
  assume "finite S" thus ?thesis using assms
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   471
    by (induct, simp add: tendsto_const, simp add: tendsto_mult)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   472
next
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   473
  assume "\<not> finite S" thus ?thesis
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   474
    by (simp add: tendsto_const)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   475
qed
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   476
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   477
lemma continuous_setprod [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   478
  fixes f :: "'a \<Rightarrow> 'b::t2_space \<Rightarrow> 'c::{real_normed_algebra,comm_ring_1}"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   479
  shows "(\<And>i. i \<in> S \<Longrightarrow> continuous F (f i)) \<Longrightarrow> continuous F (\<lambda>x. \<Prod>i\<in>S. f i x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   480
  unfolding continuous_def by (rule tendsto_setprod)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   481
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   482
lemma continuous_on_setprod [continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   483
  fixes f :: "'a \<Rightarrow> _ \<Rightarrow> 'c::{real_normed_algebra,comm_ring_1}"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   484
  shows "(\<And>i. i \<in> S \<Longrightarrow> continuous_on s (f i)) \<Longrightarrow> continuous_on s (\<lambda>x. \<Prod>i\<in>S. f i x)"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   485
  unfolding continuous_on_def by (auto intro: tendsto_setprod)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   486
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   487
subsubsection {* Inverse and division *}
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   488
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   489
lemma (in bounded_bilinear) Zfun_prod_Bfun:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   490
  assumes f: "Zfun f F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   491
  assumes g: "Bfun g F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   492
  shows "Zfun (\<lambda>x. f x ** g x) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   493
proof -
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   494
  obtain K where K: "0 \<le> K"
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   495
    and norm_le: "\<And>x y. norm (x ** y) \<le> norm x * norm y * K"
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   496
    using nonneg_bounded by fast
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   497
  obtain B where B: "0 < B"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   498
    and norm_g: "eventually (\<lambda>x. norm (g x) \<le> B) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   499
    using g by (rule BfunE)
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   500
  have "eventually (\<lambda>x. norm (f x ** g x) \<le> norm (f x) * (B * K)) F"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   501
  using norm_g proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   502
    case (elim x)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   503
    have "norm (f x ** g x) \<le> norm (f x) * norm (g x) * K"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   504
      by (rule norm_le)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   505
    also have "\<dots> \<le> norm (f x) * B * K"
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   506
      by (intro mult_mono' order_refl norm_g norm_ge_zero
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   507
                mult_nonneg_nonneg K elim)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   508
    also have "\<dots> = norm (f x) * (B * K)"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   509
      by (rule mult_assoc)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   510
    finally show "norm (f x ** g x) \<le> norm (f x) * (B * K)" .
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   511
  qed
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   512
  with f show ?thesis
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   513
    by (rule Zfun_imp_Zfun)
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   514
qed
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   515
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   516
lemma (in bounded_bilinear) flip:
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   517
  "bounded_bilinear (\<lambda>x y. y ** x)"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   518
  apply default
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   519
  apply (rule add_right)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   520
  apply (rule add_left)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   521
  apply (rule scaleR_right)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   522
  apply (rule scaleR_left)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   523
  apply (subst mult_commute)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   524
  using bounded by fast
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   525
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   526
lemma (in bounded_bilinear) Bfun_prod_Zfun:
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   527
  assumes f: "Bfun f F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   528
  assumes g: "Zfun g F"
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   529
  shows "Zfun (\<lambda>x. f x ** g x) F"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   530
  using flip g f by (rule bounded_bilinear.Zfun_prod_Bfun)
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   531
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   532
lemma Bfun_inverse_lemma:
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   533
  fixes x :: "'a::real_normed_div_algebra"
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   534
  shows "\<lbrakk>r \<le> norm x; 0 < r\<rbrakk> \<Longrightarrow> norm (inverse x) \<le> inverse r"
44081
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   535
  apply (subst nonzero_norm_inverse, clarsimp)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   536
  apply (erule (1) le_imp_inverse_le)
730f7cced3a6 rename type 'a net to 'a filter, following standard mathematical terminology
huffman
parents: 44079
diff changeset
   537
  done
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   538
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   539
lemma Bfun_inverse:
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   540
  fixes a :: "'a::real_normed_div_algebra"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   541
  assumes f: "(f ---> a) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   542
  assumes a: "a \<noteq> 0"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   543
  shows "Bfun (\<lambda>x. inverse (f x)) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   544
proof -
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   545
  from a have "0 < norm a" by simp
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   546
  hence "\<exists>r>0. r < norm a" by (rule dense)
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   547
  then obtain r where r1: "0 < r" and r2: "r < norm a" by fast
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   548
  have "eventually (\<lambda>x. dist (f x) a < r) F"
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   549
    using tendstoD [OF f r1] by fast
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   550
  hence "eventually (\<lambda>x. norm (inverse (f x)) \<le> inverse (norm a - r)) F"
46887
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   551
  proof eventually_elim
cb891d9a23c1 use eventually_elim method
noschinl
parents: 46886
diff changeset
   552
    case (elim x)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   553
    hence 1: "norm (f x - a) < r"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   554
      by (simp add: dist_norm)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   555
    hence 2: "f x \<noteq> 0" using r2 by auto
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   556
    hence "norm (inverse (f x)) = inverse (norm (f x))"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   557
      by (rule nonzero_norm_inverse)
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   558
    also have "\<dots> \<le> inverse (norm a - r)"
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   559
    proof (rule le_imp_inverse_le)
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   560
      show "0 < norm a - r" using r2 by simp
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   561
    next
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   562
      have "norm a - norm (f x) \<le> norm (a - f x)"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   563
        by (rule norm_triangle_ineq2)
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   564
      also have "\<dots> = norm (f x - a)"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   565
        by (rule norm_minus_commute)
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   566
      also have "\<dots> < r" using 1 .
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   567
      finally show "norm a - r \<le> norm (f x)" by simp
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   568
    qed
31487
93938cafc0e6 put syntax for tendsto in Limits.thy; rename variables
huffman
parents: 31447
diff changeset
   569
    finally show "norm (inverse (f x)) \<le> inverse (norm a - r)" .
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   570
  qed
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   571
  thus ?thesis by (rule BfunI)
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   572
qed
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   573
31565
da5a5589418e theorem attribute [tendsto_intros]
huffman
parents: 31492
diff changeset
   574
lemma tendsto_inverse [tendsto_intros]:
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   575
  fixes a :: "'a::real_normed_div_algebra"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   576
  assumes f: "(f ---> a) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   577
  assumes a: "a \<noteq> 0"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   578
  shows "((\<lambda>x. inverse (f x)) ---> inverse a) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   579
proof -
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   580
  from a have "0 < norm a" by simp
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   581
  with f have "eventually (\<lambda>x. dist (f x) a < norm a) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   582
    by (rule tendstoD)
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   583
  then have "eventually (\<lambda>x. f x \<noteq> 0) F"
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   584
    unfolding dist_norm by (auto elim!: eventually_elim1)
44627
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   585
  with a have "eventually (\<lambda>x. inverse (f x) - inverse a =
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   586
    - (inverse (f x) * (f x - a) * inverse a)) F"
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   587
    by (auto elim!: eventually_elim1 simp: inverse_diff_inverse)
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   588
  moreover have "Zfun (\<lambda>x. - (inverse (f x) * (f x - a) * inverse a)) F"
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   589
    by (intro Zfun_minus Zfun_mult_left
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   590
      bounded_bilinear.Bfun_prod_Zfun [OF bounded_bilinear_mult]
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   591
      Bfun_inverse [OF f a] f [unfolded tendsto_Zfun_iff])
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   592
  ultimately show ?thesis
134c06282ae6 convert to Isar-style proof
huffman
parents: 44571
diff changeset
   593
    unfolding tendsto_Zfun_iff by (rule Zfun_ssubst)
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   594
qed
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   595
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   596
lemma continuous_inverse:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   597
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   598
  assumes "continuous F f" and "f (Lim F (\<lambda>x. x)) \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   599
  shows "continuous F (\<lambda>x. inverse (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   600
  using assms unfolding continuous_def by (rule tendsto_inverse)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   601
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   602
lemma continuous_at_within_inverse[continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   603
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   604
  assumes "continuous (at a within s) f" and "f a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   605
  shows "continuous (at a within s) (\<lambda>x. inverse (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   606
  using assms unfolding continuous_within by (rule tendsto_inverse)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   607
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   608
lemma isCont_inverse[continuous_intros, simp]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   609
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_div_algebra"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   610
  assumes "isCont f a" and "f a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   611
  shows "isCont (\<lambda>x. inverse (f x)) a"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   612
  using assms unfolding continuous_at by (rule tendsto_inverse)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   613
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   614
lemma continuous_on_inverse[continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   615
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_div_algebra"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   616
  assumes "continuous_on s f" and "\<forall>x\<in>s. f x \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   617
  shows "continuous_on s (\<lambda>x. inverse (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   618
  using assms unfolding continuous_on_def by (fast intro: tendsto_inverse)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   619
31565
da5a5589418e theorem attribute [tendsto_intros]
huffman
parents: 31492
diff changeset
   620
lemma tendsto_divide [tendsto_intros]:
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   621
  fixes a b :: "'a::real_normed_field"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   622
  shows "\<lbrakk>(f ---> a) F; (g ---> b) F; b \<noteq> 0\<rbrakk>
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   623
    \<Longrightarrow> ((\<lambda>x. f x / g x) ---> a / b) F"
44282
f0de18b62d63 remove bounded_(bi)linear locale interpretations, to avoid duplicating so many lemmas
huffman
parents: 44253
diff changeset
   624
  by (simp add: tendsto_mult tendsto_inverse divide_inverse)
31355
3d18766ddc4b limits of inverse using filters
huffman
parents: 31353
diff changeset
   625
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   626
lemma continuous_divide:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   627
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_field"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   628
  assumes "continuous F f" and "continuous F g" and "g (Lim F (\<lambda>x. x)) \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   629
  shows "continuous F (\<lambda>x. (f x) / (g x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   630
  using assms unfolding continuous_def by (rule tendsto_divide)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   631
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   632
lemma continuous_at_within_divide[continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   633
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_field"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   634
  assumes "continuous (at a within s) f" "continuous (at a within s) g" and "g a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   635
  shows "continuous (at a within s) (\<lambda>x. (f x) / (g x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   636
  using assms unfolding continuous_within by (rule tendsto_divide)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   637
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   638
lemma isCont_divide[continuous_intros, simp]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   639
  fixes f g :: "'a::t2_space \<Rightarrow> 'b::real_normed_field"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   640
  assumes "isCont f a" "isCont g a" "g a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   641
  shows "isCont (\<lambda>x. (f x) / g x) a"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   642
  using assms unfolding continuous_at by (rule tendsto_divide)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   643
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   644
lemma continuous_on_divide[continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   645
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_field"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   646
  assumes "continuous_on s f" "continuous_on s g" and "\<forall>x\<in>s. g x \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   647
  shows "continuous_on s (\<lambda>x. (f x) / (g x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   648
  using assms unfolding continuous_on_def by (fast intro: tendsto_divide)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   649
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   650
lemma tendsto_sgn [tendsto_intros]:
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   651
  fixes l :: "'a::real_normed_vector"
44195
f5363511b212 consistently use variable name 'F' for filters
huffman
parents: 44194
diff changeset
   652
  shows "\<lbrakk>(f ---> l) F; l \<noteq> 0\<rbrakk> \<Longrightarrow> ((\<lambda>x. sgn (f x)) ---> sgn l) F"
44194
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   653
  unfolding sgn_div_norm by (simp add: tendsto_intros)
0639898074ae generalize lemmas about LIM and LIMSEQ to tendsto
huffman
parents: 44081
diff changeset
   654
51478
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   655
lemma continuous_sgn:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   656
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   657
  assumes "continuous F f" and "f (Lim F (\<lambda>x. x)) \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   658
  shows "continuous F (\<lambda>x. sgn (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   659
  using assms unfolding continuous_def by (rule tendsto_sgn)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   660
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   661
lemma continuous_at_within_sgn[continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   662
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   663
  assumes "continuous (at a within s) f" and "f a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   664
  shows "continuous (at a within s) (\<lambda>x. sgn (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   665
  using assms unfolding continuous_within by (rule tendsto_sgn)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   666
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   667
lemma isCont_sgn[continuous_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   668
  fixes f :: "'a::t2_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   669
  assumes "isCont f a" and "f a \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   670
  shows "isCont (\<lambda>x. sgn (f x)) a"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   671
  using assms unfolding continuous_at by (rule tendsto_sgn)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   672
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   673
lemma continuous_on_sgn[continuous_on_intros]:
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   674
  fixes f :: "'a::topological_space \<Rightarrow> 'b::real_normed_vector"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   675
  assumes "continuous_on s f" and "\<forall>x\<in>s. f x \<noteq> 0"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   676
  shows "continuous_on s (\<lambda>x. sgn (f x))"
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   677
  using assms unfolding continuous_on_def by (fast intro: tendsto_sgn)
270b21f3ae0a move continuous and continuous_on to the HOL image; isCont is an abbreviation for continuous (at x) (isCont is now restricted to a T2 space)
hoelzl
parents: 51474
diff changeset
   678
50325
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   679
lemma filterlim_at_infinity:
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   680
  fixes f :: "_ \<Rightarrow> 'a\<Colon>real_normed_vector"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   681
  assumes "0 \<le> c"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   682
  shows "(LIM x F. f x :> at_infinity) \<longleftrightarrow> (\<forall>r>c. eventually (\<lambda>x. r \<le> norm (f x)) F)"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   683
  unfolding filterlim_iff eventually_at_infinity
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   684
proof safe
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   685
  fix P :: "'a \<Rightarrow> bool" and b
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   686
  assume *: "\<forall>r>c. eventually (\<lambda>x. r \<le> norm (f x)) F"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   687
    and P: "\<forall>x. b \<le> norm x \<longrightarrow> P x"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   688
  have "max b (c + 1) > c" by auto
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   689
  with * have "eventually (\<lambda>x. max b (c + 1) \<le> norm (f x)) F"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   690
    by auto
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   691
  then show "eventually (\<lambda>x. P (f x)) F"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   692
  proof eventually_elim
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   693
    fix x assume "max b (c + 1) \<le> norm (f x)"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   694
    with P show "P (f x)" by auto
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   695
  qed
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   696
qed force
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   697
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   698
subsection {* Relate @{const at}, @{const at_left} and @{const at_right} *}
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   699
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   700
text {*
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   701
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   702
This lemmas are useful for conversion between @{term "at x"} to @{term "at_left x"} and
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   703
@{term "at_right x"} and also @{term "at_right 0"}.
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   704
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   705
*}
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   706
51471
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
   707
lemmas filterlim_split_at_real = filterlim_split_at[where 'a=real]
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   708
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   709
lemma filtermap_nhds_shift: "filtermap (\<lambda>x. x - d) (nhds a) = nhds (a - d::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   710
  unfolding filter_eq_iff eventually_filtermap eventually_nhds_metric
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   711
  by (intro allI ex_cong) (auto simp: dist_real_def field_simps)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   712
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   713
lemma filtermap_nhds_minus: "filtermap (\<lambda>x. - x) (nhds a) = nhds (- a::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   714
  unfolding filter_eq_iff eventually_filtermap eventually_nhds_metric
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   715
  apply (intro allI ex_cong)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   716
  apply (auto simp: dist_real_def field_simps)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   717
  apply (erule_tac x="-x" in allE)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   718
  apply simp
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   719
  done
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   720
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   721
lemma filtermap_at_shift: "filtermap (\<lambda>x. x - d) (at a) = at (a - d::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   722
  unfolding at_def filtermap_nhds_shift[symmetric]
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   723
  by (simp add: filter_eq_iff eventually_filtermap eventually_within)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   724
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   725
lemma filtermap_at_right_shift: "filtermap (\<lambda>x. x - d) (at_right a) = at_right (a - d::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   726
  unfolding filtermap_at_shift[symmetric]
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   727
  by (simp add: filter_eq_iff eventually_filtermap eventually_within)
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   728
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   729
lemma at_right_to_0: "at_right (a::real) = filtermap (\<lambda>x. x + a) (at_right 0)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   730
  using filtermap_at_right_shift[of "-a" 0] by simp
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   731
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   732
lemma filterlim_at_right_to_0:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   733
  "filterlim f F (at_right (a::real)) \<longleftrightarrow> filterlim (\<lambda>x. f (x + a)) F (at_right 0)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   734
  unfolding filterlim_def filtermap_filtermap at_right_to_0[of a] ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   735
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   736
lemma eventually_at_right_to_0:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   737
  "eventually P (at_right (a::real)) \<longleftrightarrow> eventually (\<lambda>x. P (x + a)) (at_right 0)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   738
  unfolding at_right_to_0[of a] by (simp add: eventually_filtermap)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   739
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   740
lemma filtermap_at_minus: "filtermap (\<lambda>x. - x) (at a) = at (- a::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   741
  unfolding at_def filtermap_nhds_minus[symmetric]
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   742
  by (simp add: filter_eq_iff eventually_filtermap eventually_within)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   743
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   744
lemma at_left_minus: "at_left (a::real) = filtermap (\<lambda>x. - x) (at_right (- a))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   745
  by (simp add: filter_eq_iff eventually_filtermap eventually_within filtermap_at_minus[symmetric])
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   746
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   747
lemma at_right_minus: "at_right (a::real) = filtermap (\<lambda>x. - x) (at_left (- a))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   748
  by (simp add: filter_eq_iff eventually_filtermap eventually_within filtermap_at_minus[symmetric])
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   749
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   750
lemma filterlim_at_left_to_right:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   751
  "filterlim f F (at_left (a::real)) \<longleftrightarrow> filterlim (\<lambda>x. f (- x)) F (at_right (-a))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   752
  unfolding filterlim_def filtermap_filtermap at_left_minus[of a] ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   753
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   754
lemma eventually_at_left_to_right:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   755
  "eventually P (at_left (a::real)) \<longleftrightarrow> eventually (\<lambda>x. P (- x)) (at_right (-a))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   756
  unfolding at_left_minus[of a] by (simp add: eventually_filtermap)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   757
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   758
lemma at_top_mirror: "at_top = filtermap uminus (at_bot :: real filter)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   759
  unfolding filter_eq_iff eventually_filtermap eventually_at_top_linorder eventually_at_bot_linorder
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   760
  by (metis le_minus_iff minus_minus)
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   761
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   762
lemma at_bot_mirror: "at_bot = filtermap uminus (at_top :: real filter)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   763
  unfolding at_top_mirror filtermap_filtermap by (simp add: filtermap_ident)
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   764
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   765
lemma filterlim_at_top_mirror: "(LIM x at_top. f x :> F) \<longleftrightarrow> (LIM x at_bot. f (-x::real) :> F)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   766
  unfolding filterlim_def at_top_mirror filtermap_filtermap ..
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   767
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   768
lemma filterlim_at_bot_mirror: "(LIM x at_bot. f x :> F) \<longleftrightarrow> (LIM x at_top. f (-x::real) :> F)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   769
  unfolding filterlim_def at_bot_mirror filtermap_filtermap ..
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   770
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   771
lemma filterlim_uminus_at_top_at_bot: "LIM x at_bot. - x :: real :> at_top"
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   772
  unfolding filterlim_at_top eventually_at_bot_dense
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   773
  by (metis leI minus_less_iff order_less_asym)
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   774
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   775
lemma filterlim_uminus_at_bot_at_top: "LIM x at_top. - x :: real :> at_bot"
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   776
  unfolding filterlim_at_bot eventually_at_top_dense
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   777
  by (metis leI less_minus_iff order_less_asym)
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   778
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   779
lemma filterlim_uminus_at_top: "(LIM x F. f x :> at_top) \<longleftrightarrow> (LIM x F. - (f x) :: real :> at_bot)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   780
  using filterlim_compose[OF filterlim_uminus_at_bot_at_top, of f F]
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   781
  using filterlim_compose[OF filterlim_uminus_at_top_at_bot, of "\<lambda>x. - f x" F]
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   782
  by auto
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   783
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   784
lemma filterlim_uminus_at_bot: "(LIM x F. f x :> at_bot) \<longleftrightarrow> (LIM x F. - (f x) :: real :> at_top)"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   785
  unfolding filterlim_uminus_at_top by simp
50323
3764d4620fb3 add filterlim rules for unary minus and inverse
hoelzl
parents: 50322
diff changeset
   786
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   787
lemma filterlim_inverse_at_top_right: "LIM x at_right (0::real). inverse x :> at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   788
  unfolding filterlim_at_top_gt[where c=0] eventually_within at_def
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   789
proof safe
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   790
  fix Z :: real assume [arith]: "0 < Z"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   791
  then have "eventually (\<lambda>x. x < inverse Z) (nhds 0)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   792
    by (auto simp add: eventually_nhds_metric dist_real_def intro!: exI[of _ "\<bar>inverse Z\<bar>"])
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   793
  then show "eventually (\<lambda>x. x \<in> - {0} \<longrightarrow> x \<in> {0<..} \<longrightarrow> Z \<le> inverse x) (nhds 0)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   794
    by (auto elim!: eventually_elim1 simp: inverse_eq_divide field_simps)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   795
qed
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   796
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   797
lemma filterlim_inverse_at_top:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   798
  "(f ---> (0 :: real)) F \<Longrightarrow> eventually (\<lambda>x. 0 < f x) F \<Longrightarrow> LIM x F. inverse (f x) :> at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   799
  by (intro filterlim_compose[OF filterlim_inverse_at_top_right])
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   800
     (simp add: filterlim_def eventually_filtermap le_within_iff at_def eventually_elim1)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   801
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   802
lemma filterlim_inverse_at_bot_neg:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   803
  "LIM x (at_left (0::real)). inverse x :> at_bot"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   804
  by (simp add: filterlim_inverse_at_top_right filterlim_uminus_at_bot filterlim_at_left_to_right)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   805
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   806
lemma filterlim_inverse_at_bot:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   807
  "(f ---> (0 :: real)) F \<Longrightarrow> eventually (\<lambda>x. f x < 0) F \<Longrightarrow> LIM x F. inverse (f x) :> at_bot"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   808
  unfolding filterlim_uminus_at_bot inverse_minus_eq[symmetric]
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   809
  by (rule filterlim_inverse_at_top) (simp_all add: tendsto_minus_cancel_left[symmetric])
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   810
50325
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   811
lemma tendsto_inverse_0:
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   812
  fixes x :: "_ \<Rightarrow> 'a\<Colon>real_normed_div_algebra"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   813
  shows "(inverse ---> (0::'a)) at_infinity"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   814
  unfolding tendsto_Zfun_iff diff_0_right Zfun_def eventually_at_infinity
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   815
proof safe
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   816
  fix r :: real assume "0 < r"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   817
  show "\<exists>b. \<forall>x. b \<le> norm x \<longrightarrow> norm (inverse x :: 'a) < r"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   818
  proof (intro exI[of _ "inverse (r / 2)"] allI impI)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   819
    fix x :: 'a
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   820
    from `0 < r` have "0 < inverse (r / 2)" by simp
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   821
    also assume *: "inverse (r / 2) \<le> norm x"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   822
    finally show "norm (inverse x) < r"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   823
      using * `0 < r` by (subst nonzero_norm_inverse) (simp_all add: inverse_eq_divide field_simps)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   824
  qed
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   825
qed
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   826
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   827
lemma at_right_to_top: "(at_right (0::real)) = filtermap inverse at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   828
proof (rule antisym)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   829
  have "(inverse ---> (0::real)) at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   830
    by (metis tendsto_inverse_0 filterlim_mono at_top_le_at_infinity order_refl)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   831
  then show "filtermap inverse at_top \<le> at_right (0::real)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   832
    unfolding at_within_eq
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   833
    by (intro le_withinI) (simp_all add: eventually_filtermap eventually_gt_at_top filterlim_def)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   834
next
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   835
  have "filtermap inverse (filtermap inverse (at_right (0::real))) \<le> filtermap inverse at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   836
    using filterlim_inverse_at_top_right unfolding filterlim_def by (rule filtermap_mono)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   837
  then show "at_right (0::real) \<le> filtermap inverse at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   838
    by (simp add: filtermap_ident filtermap_filtermap)
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   839
qed
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   840
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   841
lemma eventually_at_right_to_top:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   842
  "eventually P (at_right (0::real)) \<longleftrightarrow> eventually (\<lambda>x. P (inverse x)) at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   843
  unfolding at_right_to_top eventually_filtermap ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   844
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   845
lemma filterlim_at_right_to_top:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   846
  "filterlim f F (at_right (0::real)) \<longleftrightarrow> (LIM x at_top. f (inverse x) :> F)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   847
  unfolding filterlim_def at_right_to_top filtermap_filtermap ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   848
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   849
lemma at_top_to_right: "at_top = filtermap inverse (at_right (0::real))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   850
  unfolding at_right_to_top filtermap_filtermap inverse_inverse_eq filtermap_ident ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   851
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   852
lemma eventually_at_top_to_right:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   853
  "eventually P at_top \<longleftrightarrow> eventually (\<lambda>x. P (inverse x)) (at_right (0::real))"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   854
  unfolding at_top_to_right eventually_filtermap ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   855
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   856
lemma filterlim_at_top_to_right:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   857
  "filterlim f F at_top \<longleftrightarrow> (LIM x (at_right (0::real)). f (inverse x) :> F)"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   858
  unfolding filterlim_def at_top_to_right filtermap_filtermap ..
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   859
50325
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   860
lemma filterlim_inverse_at_infinity:
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   861
  fixes x :: "_ \<Rightarrow> 'a\<Colon>{real_normed_div_algebra, division_ring_inverse_zero}"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   862
  shows "filterlim inverse at_infinity (at (0::'a))"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   863
  unfolding filterlim_at_infinity[OF order_refl]
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   864
proof safe
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   865
  fix r :: real assume "0 < r"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   866
  then show "eventually (\<lambda>x::'a. r \<le> norm (inverse x)) (at 0)"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   867
    unfolding eventually_at norm_inverse
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   868
    by (intro exI[of _ "inverse r"])
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   869
       (auto simp: norm_conv_dist[symmetric] field_simps inverse_eq_divide)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   870
qed
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   871
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   872
lemma filterlim_inverse_at_iff:
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   873
  fixes g :: "'a \<Rightarrow> 'b\<Colon>{real_normed_div_algebra, division_ring_inverse_zero}"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   874
  shows "(LIM x F. inverse (g x) :> at 0) \<longleftrightarrow> (LIM x F. g x :> at_infinity)"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   875
  unfolding filterlim_def filtermap_filtermap[symmetric]
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   876
proof
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   877
  assume "filtermap g F \<le> at_infinity"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   878
  then have "filtermap inverse (filtermap g F) \<le> filtermap inverse at_infinity"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   879
    by (rule filtermap_mono)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   880
  also have "\<dots> \<le> at 0"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   881
    using tendsto_inverse_0
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   882
    by (auto intro!: le_withinI exI[of _ 1]
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   883
             simp: eventually_filtermap eventually_at_infinity filterlim_def at_def)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   884
  finally show "filtermap inverse (filtermap g F) \<le> at 0" .
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   885
next
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   886
  assume "filtermap inverse (filtermap g F) \<le> at 0"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   887
  then have "filtermap inverse (filtermap inverse (filtermap g F)) \<le> filtermap inverse (at 0)"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   888
    by (rule filtermap_mono)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   889
  with filterlim_inverse_at_infinity show "filtermap g F \<le> at_infinity"
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   890
    by (auto intro: order_trans simp: filterlim_def filtermap_filtermap)
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   891
qed
5e40ad9f212a add filterlim rules for inverse and at_infinity
hoelzl
parents: 50324
diff changeset
   892
50419
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   893
lemma tendsto_inverse_0_at_top:
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   894
  "LIM x F. f x :> at_top \<Longrightarrow> ((\<lambda>x. inverse (f x) :: real) ---> 0) F"
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   895
 by (metis at_top_le_at_infinity filterlim_at filterlim_inverse_at_iff filterlim_mono order_refl)
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   896
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   897
text {*
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   898
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   899
We only show rules for multiplication and addition when the functions are either against a real
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   900
value or against infinity. Further rules are easy to derive by using @{thm filterlim_uminus_at_top}.
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   901
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   902
*}
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   903
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   904
lemma filterlim_tendsto_pos_mult_at_top: 
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   905
  assumes f: "(f ---> c) F" and c: "0 < c"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   906
  assumes g: "LIM x F. g x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   907
  shows "LIM x F. (f x * g x :: real) :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   908
  unfolding filterlim_at_top_gt[where c=0]
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   909
proof safe
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   910
  fix Z :: real assume "0 < Z"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   911
  from f `0 < c` have "eventually (\<lambda>x. c / 2 < f x) F"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   912
    by (auto dest!: tendstoD[where e="c / 2"] elim!: eventually_elim1
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   913
             simp: dist_real_def abs_real_def split: split_if_asm)
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   914
  moreover from g have "eventually (\<lambda>x. (Z / c * 2) \<le> g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   915
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   916
  ultimately show "eventually (\<lambda>x. Z \<le> f x * g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   917
  proof eventually_elim
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   918
    fix x assume "c / 2 < f x" "Z / c * 2 \<le> g x"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   919
    with `0 < Z` `0 < c` have "c / 2 * (Z / c * 2) \<le> f x * g x"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   920
      by (intro mult_mono) (auto simp: zero_le_divide_iff)
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   921
    with `0 < c` show "Z \<le> f x * g x"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   922
       by simp
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   923
  qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   924
qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   925
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   926
lemma filterlim_at_top_mult_at_top: 
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   927
  assumes f: "LIM x F. f x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   928
  assumes g: "LIM x F. g x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   929
  shows "LIM x F. (f x * g x :: real) :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   930
  unfolding filterlim_at_top_gt[where c=0]
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   931
proof safe
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   932
  fix Z :: real assume "0 < Z"
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   933
  from f have "eventually (\<lambda>x. 1 \<le> f x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   934
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   935
  moreover from g have "eventually (\<lambda>x. Z \<le> g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   936
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   937
  ultimately show "eventually (\<lambda>x. Z \<le> f x * g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   938
  proof eventually_elim
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   939
    fix x assume "1 \<le> f x" "Z \<le> g x"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   940
    with `0 < Z` have "1 * Z \<le> f x * g x"
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   941
      by (intro mult_mono) (auto simp: zero_le_divide_iff)
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   942
    then show "Z \<le> f x * g x"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   943
       by simp
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   944
  qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   945
qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   946
50419
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   947
lemma filterlim_tendsto_pos_mult_at_bot:
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   948
  assumes "(f ---> c) F" "0 < (c::real)" "filterlim g at_bot F"
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   949
  shows "LIM x F. f x * g x :> at_bot"
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   950
  using filterlim_tendsto_pos_mult_at_top[OF assms(1,2), of "\<lambda>x. - g x"] assms(3)
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   951
  unfolding filterlim_uminus_at_bot by simp
3177d0374701 add exponential and uniform distributions
hoelzl
parents: 50347
diff changeset
   952
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   953
lemma filterlim_tendsto_add_at_top: 
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   954
  assumes f: "(f ---> c) F"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   955
  assumes g: "LIM x F. g x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   956
  shows "LIM x F. (f x + g x :: real) :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   957
  unfolding filterlim_at_top_gt[where c=0]
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   958
proof safe
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   959
  fix Z :: real assume "0 < Z"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   960
  from f have "eventually (\<lambda>x. c - 1 < f x) F"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   961
    by (auto dest!: tendstoD[where e=1] elim!: eventually_elim1 simp: dist_real_def)
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   962
  moreover from g have "eventually (\<lambda>x. Z - (c - 1) \<le> g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   963
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   964
  ultimately show "eventually (\<lambda>x. Z \<le> f x + g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   965
    by eventually_elim simp
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   966
qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   967
50347
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   968
lemma LIM_at_top_divide:
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   969
  fixes f g :: "'a \<Rightarrow> real"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   970
  assumes f: "(f ---> a) F" "0 < a"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   971
  assumes g: "(g ---> 0) F" "eventually (\<lambda>x. 0 < g x) F"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   972
  shows "LIM x F. f x / g x :> at_top"
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   973
  unfolding divide_inverse
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   974
  by (rule filterlim_tendsto_pos_mult_at_top[OF f]) (rule filterlim_inverse_at_top[OF g])
77e3effa50b6 prove tendsto_power_div_exp_0
hoelzl
parents: 50346
diff changeset
   975
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   976
lemma filterlim_at_top_add_at_top: 
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   977
  assumes f: "LIM x F. f x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   978
  assumes g: "LIM x F. g x :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   979
  shows "LIM x F. (f x + g x :: real) :> at_top"
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   980
  unfolding filterlim_at_top_gt[where c=0]
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   981
proof safe
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   982
  fix Z :: real assume "0 < Z"
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   983
  from f have "eventually (\<lambda>x. 0 \<le> f x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   984
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   985
  moreover from g have "eventually (\<lambda>x. Z \<le> g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   986
    unfolding filterlim_at_top by auto
50346
a75c6429c3c3 add filterlim rules for eventually monotone bijective functions; mirror rules for at_top, at_bot; apply them to prove convergence of arctan at infinity and tan at pi/2
hoelzl
parents: 50331
diff changeset
   987
  ultimately show "eventually (\<lambda>x. Z \<le> f x + g x) F"
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   988
    by eventually_elim simp
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   989
qed
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
   990
50331
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   991
lemma tendsto_divide_0:
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   992
  fixes f :: "_ \<Rightarrow> 'a\<Colon>{real_normed_div_algebra, division_ring_inverse_zero}"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   993
  assumes f: "(f ---> c) F"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   994
  assumes g: "LIM x F. g x :> at_infinity"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   995
  shows "((\<lambda>x. f x / g x) ---> 0) F"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   996
  using tendsto_mult[OF f filterlim_compose[OF tendsto_inverse_0 g]] by (simp add: divide_inverse)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   997
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   998
lemma linear_plus_1_le_power:
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
   999
  fixes x :: real
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1000
  assumes x: "0 \<le> x"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1001
  shows "real n * x + 1 \<le> (x + 1) ^ n"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1002
proof (induct n)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1003
  case (Suc n)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1004
  have "real (Suc n) * x + 1 \<le> (x + 1) * (real n * x + 1)"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1005
    by (simp add: field_simps real_of_nat_Suc mult_nonneg_nonneg x)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1006
  also have "\<dots> \<le> (x + 1)^Suc n"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1007
    using Suc x by (simp add: mult_left_mono)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1008
  finally show ?case .
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1009
qed simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1010
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1011
lemma filterlim_realpow_sequentially_gt1:
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1012
  fixes x :: "'a :: real_normed_div_algebra"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1013
  assumes x[arith]: "1 < norm x"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1014
  shows "LIM n sequentially. x ^ n :> at_infinity"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1015
proof (intro filterlim_at_infinity[THEN iffD2] allI impI)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1016
  fix y :: real assume "0 < y"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1017
  have "0 < norm x - 1" by simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1018
  then obtain N::nat where "y < real N * (norm x - 1)" by (blast dest: reals_Archimedean3)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1019
  also have "\<dots> \<le> real N * (norm x - 1) + 1" by simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1020
  also have "\<dots> \<le> (norm x - 1 + 1) ^ N" by (rule linear_plus_1_le_power) simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1021
  also have "\<dots> = norm x ^ N" by simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1022
  finally have "\<forall>n\<ge>N. y \<le> norm x ^ n"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1023
    by (metis order_less_le_trans power_increasing order_less_imp_le x)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1024
  then show "eventually (\<lambda>n. y \<le> norm (x ^ n)) sequentially"
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1025
    unfolding eventually_sequentially
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1026
    by (auto simp: norm_power)
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1027
qed simp
4b6dc5077e98 use filterlim in Lim and SEQ; tuned proofs
hoelzl
parents: 50330
diff changeset
  1028
51471
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
  1029
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
  1030
(* Unfortunately eventually_within was overwritten by Multivariate_Analysis.
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
  1031
   Hence it was references as Limits.within, but now it is Basic_Topology.eventually_within *)
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
  1032
lemmas eventually_within = eventually_within
cad22a3cc09c move topological_space to its own theory
hoelzl
parents: 51360
diff changeset
  1033
31349
2261c8781f73 new theory of filters and limits; prove LIMSEQ and LIM lemmas using filters
huffman
parents:
diff changeset
  1034
end
50324
0a1242d5e7d4 add filterlim rules for diverging multiplication and addition; move at_infinity to the HOL image
hoelzl
parents: 50323
diff changeset
  1035