| author | wenzelm | 
| Tue, 21 Dec 2021 22:11:10 +0100 | |
| changeset 74964 | 77a96ed74340 | 
| parent 69250 | 1011f0b46af7 | 
| child 82388 | f1ff9123c62a | 
| permissions | -rw-r--r-- | 
| 69194 | 1  | 
(* Title: HOL/Library/Sorting_Algorithms.thy  | 
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Author: Florian Haftmann, TU Muenchen  | 
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*)  | 
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theory Sorting_Algorithms  | 
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imports Main Multiset Comparator  | 
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begin  | 
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section \<open>Stably sorted lists\<close>  | 
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abbreviation (input) stable_segment :: "'a comparator \<Rightarrow> 'a \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
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where "stable_segment cmp x \<equiv> filter (\<lambda>y. compare cmp x y = Equiv)"  | 
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fun sorted :: "'a comparator \<Rightarrow> 'a list \<Rightarrow> bool"  | 
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where sorted_Nil: "sorted cmp [] \<longleftrightarrow> True"  | 
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| sorted_single: "sorted cmp [x] \<longleftrightarrow> True"  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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| sorted_rec: "sorted cmp (y # x # xs) \<longleftrightarrow> compare cmp y x \<noteq> Greater \<and> sorted cmp (x # xs)"  | 
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lemma sorted_ConsI:  | 
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"sorted cmp (x # xs)" if "sorted cmp xs"  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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and "\<And>y ys. xs = y # ys \<Longrightarrow> compare cmp x y \<noteq> Greater"  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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 | 
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using that by (cases xs) simp_all  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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lemma sorted_Cons_imp_sorted:  | 
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"sorted cmp xs" if "sorted cmp (x # xs)"  | 
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using that by (cases xs) simp_all  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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lemma sorted_Cons_imp_not_less:  | 
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"compare cmp y x \<noteq> Greater" if "sorted cmp (y # xs)"  | 
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parents: 
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and "x \<in> set xs"  | 
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concrecte sorting algorithms beyond insertion sort
 
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using that by (induction xs arbitrary: y) (auto dest: compare.trans_not_greater)  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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lemma sorted_induct [consumes 1, case_names Nil Cons, induct pred: sorted]:  | 
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"P xs" if "sorted cmp xs" and "P []"  | 
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and *: "\<And>x xs. sorted cmp xs \<Longrightarrow> P xs  | 
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\<Longrightarrow> (\<And>y. y \<in> set xs \<Longrightarrow> compare cmp x y \<noteq> Greater) \<Longrightarrow> P (x # xs)"  | 
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using \<open>sorted cmp xs\<close> proof (induction xs)  | 
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case Nil  | 
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show ?case  | 
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by (rule \<open>P []\<close>)  | 
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next  | 
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case (Cons x xs)  | 
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from \<open>sorted cmp (x # xs)\<close> have "sorted cmp xs"  | 
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by (cases xs) simp_all  | 
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moreover have "P xs" using \<open>sorted cmp xs\<close>  | 
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by (rule Cons.IH)  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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moreover have "compare cmp x y \<noteq> Greater" if "y \<in> set xs" for y  | 
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using that \<open>sorted cmp (x # xs)\<close> proof (induction xs)  | 
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case Nil  | 
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then show ?case  | 
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by simp  | 
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next  | 
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case (Cons z zs)  | 
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then show ?case  | 
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proof (cases zs)  | 
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case Nil  | 
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with Cons.prems show ?thesis  | 
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by simp  | 
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next  | 
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case (Cons w ws)  | 
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parents: 
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with Cons.prems have "compare cmp z w \<noteq> Greater" "compare cmp x z \<noteq> Greater"  | 
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by auto  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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diff
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then have "compare cmp x w \<noteq> Greater"  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
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by (auto dest: compare.trans_not_greater)  | 
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with Cons show ?thesis  | 
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using Cons.prems Cons.IH by auto  | 
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qed  | 
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qed  | 
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ultimately show ?case  | 
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by (rule *)  | 
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qed  | 
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lemma sorted_induct_remove1 [consumes 1, case_names Nil minimum]:  | 
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"P xs" if "sorted cmp xs" and "P []"  | 
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and *: "\<And>x xs. sorted cmp xs \<Longrightarrow> P (remove1 x xs)  | 
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parents: 
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\<Longrightarrow> x \<in> set xs \<Longrightarrow> hd (stable_segment cmp x xs) = x \<Longrightarrow> (\<And>y. y \<in> set xs \<Longrightarrow> compare cmp x y \<noteq> Greater)  | 
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\<Longrightarrow> P xs"  | 
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using \<open>sorted cmp xs\<close> proof (induction xs)  | 
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case Nil  | 
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show ?case  | 
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by (rule \<open>P []\<close>)  | 
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next  | 
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case (Cons x xs)  | 
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then have "sorted cmp (x # xs)"  | 
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by (simp add: sorted_ConsI)  | 
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moreover note Cons.IH  | 
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concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
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moreover have "\<And>y. compare cmp x y = Greater \<Longrightarrow> y \<in> set xs \<Longrightarrow> False"  | 
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using Cons.hyps by simp  | 
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ultimately show ?case  | 
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by (auto intro!: * [of "x # xs" x]) blast  | 
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qed  | 
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lemma sorted_remove1:  | 
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"sorted cmp (remove1 x xs)" if "sorted cmp xs"  | 
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proof (cases "x \<in> set xs")  | 
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case False  | 
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with that show ?thesis  | 
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by (simp add: remove1_idem)  | 
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next  | 
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case True  | 
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with that show ?thesis proof (induction xs)  | 
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case Nil  | 
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then show ?case  | 
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by simp  | 
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next  | 
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case (Cons y ys)  | 
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show ?case proof (cases "x = y")  | 
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case True  | 
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with Cons.hyps show ?thesis  | 
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by simp  | 
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next  | 
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case False  | 
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then have "sorted cmp (remove1 x ys)"  | 
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using Cons.IH Cons.prems by auto  | 
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then have "sorted cmp (y # remove1 x ys)"  | 
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proof (rule sorted_ConsI)  | 
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fix z zs  | 
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assume "remove1 x ys = z # zs"  | 
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with \<open>x \<noteq> y\<close> have "z \<in> set ys"  | 
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using notin_set_remove1 [of z ys x] by auto  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
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then show "compare cmp y z \<noteq> Greater"  | 
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by (rule Cons.hyps(2))  | 
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qed  | 
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with False show ?thesis  | 
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by simp  | 
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qed  | 
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qed  | 
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qed  | 
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lemma sorted_stable_segment:  | 
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"sorted cmp (stable_segment cmp x xs)"  | 
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proof (induction xs)  | 
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case Nil  | 
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show ?case  | 
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by simp  | 
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next  | 
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case (Cons y ys)  | 
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then show ?case  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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by (auto intro!: sorted_ConsI simp add: filter_eq_Cons_iff compare.sym)  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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(auto dest: compare.trans_equiv simp add: compare.sym compare.greater_iff_sym_less)  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
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concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
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qed  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
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primrec insort :: "'a comparator \<Rightarrow> 'a \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
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where "insort cmp y [] = [y]"  | 
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| "insort cmp y (x # xs) = (if compare cmp y x \<noteq> Greater  | 
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then y # x # xs  | 
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else x # insort cmp y xs)"  | 
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lemma mset_insort [simp]:  | 
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"mset (insort cmp x xs) = add_mset x (mset xs)"  | 
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by (induction xs) simp_all  | 
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lemma length_insort [simp]:  | 
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"length (insort cmp x xs) = Suc (length xs)"  | 
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by (induction xs) simp_all  | 
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lemma sorted_insort:  | 
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"sorted cmp (insort cmp x xs)" if "sorted cmp xs"  | 
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using that proof (induction xs)  | 
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case Nil  | 
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then show ?case  | 
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by simp  | 
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next  | 
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case (Cons y ys)  | 
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then show ?case by (cases ys)  | 
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(auto, simp_all add: compare.greater_iff_sym_less)  | 
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qed  | 
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lemma stable_insort_equiv:  | 
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"stable_segment cmp y (insort cmp x xs) = x # stable_segment cmp y xs"  | 
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if "compare cmp y x = Equiv"  | 
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proof (induction xs)  | 
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case Nil  | 
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from that show ?case  | 
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by simp  | 
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next  | 
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case (Cons z xs)  | 
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moreover from that have "compare cmp y z = Equiv \<Longrightarrow> compare cmp z x = Equiv"  | 
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by (auto intro: compare.trans_equiv simp add: compare.sym)  | 
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ultimately show ?case  | 
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using that by (auto simp add: compare.greater_iff_sym_less)  | 
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qed  | 
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lemma stable_insort_not_equiv:  | 
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"stable_segment cmp y (insort cmp x xs) = stable_segment cmp y xs"  | 
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if "compare cmp y x \<noteq> Equiv"  | 
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using that by (induction xs) simp_all  | 
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lemma remove1_insort_same_eq [simp]:  | 
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"remove1 x (insort cmp x xs) = xs"  | 
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by (induction xs) simp_all  | 
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lemma insort_eq_ConsI:  | 
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"insort cmp x xs = x # xs"  | 
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concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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196  | 
if "sorted cmp xs" "\<And>y. y \<in> set xs \<Longrightarrow> compare cmp x y \<noteq> Greater"  | 
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using that by (induction xs) (simp_all add: compare.greater_iff_sym_less)  | 
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lemma remove1_insort_not_same_eq [simp]:  | 
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"remove1 y (insort cmp x xs) = insort cmp x (remove1 y xs)"  | 
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if "sorted cmp xs" "x \<noteq> y"  | 
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using that proof (induction xs)  | 
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case Nil  | 
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then show ?case  | 
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by simp  | 
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next  | 
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case (Cons z zs)  | 
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show ?case  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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proof (cases "compare cmp x z = Greater")  | 
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case True  | 
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with Cons show ?thesis  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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212  | 
by simp  | 
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next  | 
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case False  | 
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69246
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
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215  | 
then have "compare cmp x y \<noteq> Greater" if "y \<in> set zs" for y  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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216  | 
using that Cons.hyps  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
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217  | 
by (auto dest: compare.trans_not_greater)  | 
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with Cons show ?thesis  | 
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by (simp add: insort_eq_ConsI)  | 
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qed  | 
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qed  | 
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lemma insort_remove1_same_eq:  | 
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"insort cmp x (remove1 x xs) = xs"  | 
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if "sorted cmp xs" and "x \<in> set xs" and "hd (stable_segment cmp x xs) = x"  | 
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using that proof (induction xs)  | 
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case Nil  | 
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then show ?case  | 
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by simp  | 
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next  | 
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case (Cons y ys)  | 
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then have "compare cmp x y \<noteq> Less"  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
diff
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233  | 
by (auto simp add: compare.greater_iff_sym_less)  | 
| 69194 | 234  | 
then consider "compare cmp x y = Greater" | "compare cmp x y = Equiv"  | 
235  | 
by (cases "compare cmp x y") auto  | 
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then show ?case proof cases  | 
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case 1  | 
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with Cons.prems Cons.IH show ?thesis  | 
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by auto  | 
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next  | 
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case 2  | 
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with Cons.prems have "x = y"  | 
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by simp  | 
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with Cons.hyps show ?thesis  | 
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245  | 
by (simp add: insort_eq_ConsI)  | 
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qed  | 
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247  | 
qed  | 
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248  | 
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concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
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249  | 
lemma sorted_append_iff:  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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250  | 
"sorted cmp (xs @ ys) \<longleftrightarrow> sorted cmp xs \<and> sorted cmp ys  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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251  | 
\<and> (\<forall>x \<in> set xs. \<forall>y \<in> set ys. compare cmp x y \<noteq> Greater)" (is "?P \<longleftrightarrow> ?R \<and> ?S \<and> ?Q")  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
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parents: 
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252  | 
proof  | 
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253  | 
assume ?P  | 
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254  | 
have ?R  | 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
69194 
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255  | 
using \<open>?P\<close> by (induction xs)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
256  | 
(auto simp add: sorted_Cons_imp_not_less,  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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257  | 
auto simp add: sorted_Cons_imp_sorted intro: sorted_ConsI)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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258  | 
moreover have ?S  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
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259  | 
using \<open>?P\<close> by (induction xs) (auto dest: sorted_Cons_imp_sorted)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
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260  | 
moreover have ?Q  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
261  | 
using \<open>?P\<close> by (induction xs) (auto simp add: sorted_Cons_imp_not_less,  | 
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c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
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262  | 
simp add: sorted_Cons_imp_sorted)  | 
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263  | 
ultimately show "?R \<and> ?S \<and> ?Q"  | 
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264  | 
by simp  | 
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265  | 
next  | 
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266  | 
assume "?R \<and> ?S \<and> ?Q"  | 
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267  | 
then have ?R ?S ?Q  | 
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268  | 
by simp_all  | 
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269  | 
then show ?P  | 
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270  | 
by (induction xs)  | 
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271  | 
(auto simp add: append_eq_Cons_conv intro!: sorted_ConsI)  | 
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272  | 
qed  | 
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273  | 
|
| 69194 | 274  | 
definition sort :: "'a comparator \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
275  | 
where "sort cmp xs = foldr (insort cmp) xs []"  | 
|
276  | 
||
277  | 
lemma sort_simps [simp]:  | 
|
278  | 
"sort cmp [] = []"  | 
|
279  | 
"sort cmp (x # xs) = insort cmp x (sort cmp xs)"  | 
|
280  | 
by (simp_all add: sort_def)  | 
|
281  | 
||
282  | 
lemma mset_sort [simp]:  | 
|
283  | 
"mset (sort cmp xs) = mset xs"  | 
|
284  | 
by (induction xs) simp_all  | 
|
285  | 
||
286  | 
lemma length_sort [simp]:  | 
|
287  | 
"length (sort cmp xs) = length xs"  | 
|
288  | 
by (induction xs) simp_all  | 
|
289  | 
||
290  | 
lemma sorted_sort [simp]:  | 
|
291  | 
"sorted cmp (sort cmp xs)"  | 
|
292  | 
by (induction xs) (simp_all add: sorted_insort)  | 
|
293  | 
||
294  | 
lemma stable_sort:  | 
|
295  | 
"stable_segment cmp x (sort cmp xs) = stable_segment cmp x xs"  | 
|
296  | 
by (induction xs) (simp_all add: stable_insort_equiv stable_insort_not_equiv)  | 
|
297  | 
||
298  | 
lemma sort_remove1_eq [simp]:  | 
|
299  | 
"sort cmp (remove1 x xs) = remove1 x (sort cmp xs)"  | 
|
300  | 
by (induction xs) simp_all  | 
|
301  | 
||
302  | 
lemma set_insort [simp]:  | 
|
303  | 
"set (insort cmp x xs) = insert x (set xs)"  | 
|
304  | 
by (induction xs) auto  | 
|
305  | 
||
306  | 
lemma set_sort [simp]:  | 
|
307  | 
"set (sort cmp xs) = set xs"  | 
|
308  | 
by (induction xs) auto  | 
|
309  | 
||
310  | 
lemma sort_eqI:  | 
|
311  | 
"sort cmp ys = xs"  | 
|
312  | 
if permutation: "mset ys = mset xs"  | 
|
313  | 
and sorted: "sorted cmp xs"  | 
|
314  | 
and stable: "\<And>y. y \<in> set ys \<Longrightarrow>  | 
|
315  | 
stable_segment cmp y ys = stable_segment cmp y xs"  | 
|
316  | 
proof -  | 
|
317  | 
have stable': "stable_segment cmp y ys =  | 
|
318  | 
stable_segment cmp y xs" for y  | 
|
319  | 
proof (cases "\<exists>x\<in>set ys. compare cmp y x = Equiv")  | 
|
320  | 
case True  | 
|
321  | 
then obtain z where "z \<in> set ys" and "compare cmp y z = Equiv"  | 
|
322  | 
by auto  | 
|
323  | 
then have "compare cmp y x = Equiv \<longleftrightarrow> compare cmp z x = Equiv" for x  | 
|
324  | 
by (meson compare.sym compare.trans_equiv)  | 
|
325  | 
moreover have "stable_segment cmp z ys =  | 
|
326  | 
stable_segment cmp z xs"  | 
|
327  | 
using \<open>z \<in> set ys\<close> by (rule stable)  | 
|
328  | 
ultimately show ?thesis  | 
|
329  | 
by simp  | 
|
330  | 
next  | 
|
331  | 
case False  | 
|
332  | 
moreover from permutation have "set ys = set xs"  | 
|
333  | 
by (rule mset_eq_setD)  | 
|
334  | 
ultimately show ?thesis  | 
|
335  | 
by simp  | 
|
336  | 
qed  | 
|
337  | 
show ?thesis  | 
|
338  | 
using sorted permutation stable' proof (induction xs arbitrary: ys rule: sorted_induct_remove1)  | 
|
339  | 
case Nil  | 
|
340  | 
then show ?case  | 
|
341  | 
by simp  | 
|
342  | 
next  | 
|
343  | 
case (minimum x xs)  | 
|
344  | 
from \<open>mset ys = mset xs\<close> have ys: "set ys = set xs"  | 
|
345  | 
by (rule mset_eq_setD)  | 
|
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346  | 
then have "compare cmp x y \<noteq> Greater" if "y \<in> set ys" for y  | 
| 69194 | 347  | 
using that minimum.hyps by simp  | 
348  | 
from minimum.prems have stable: "stable_segment cmp x ys = stable_segment cmp x xs"  | 
|
349  | 
by simp  | 
|
350  | 
have "sort cmp (remove1 x ys) = remove1 x xs"  | 
|
351  | 
by (rule minimum.IH) (simp_all add: minimum.prems filter_remove1)  | 
|
352  | 
then have "remove1 x (sort cmp ys) = remove1 x xs"  | 
|
353  | 
by simp  | 
|
354  | 
then have "insort cmp x (remove1 x (sort cmp ys)) =  | 
|
355  | 
insort cmp x (remove1 x xs)"  | 
|
356  | 
by simp  | 
|
357  | 
also from minimum.hyps ys stable have "insort cmp x (remove1 x (sort cmp ys)) = sort cmp ys"  | 
|
358  | 
by (simp add: stable_sort insort_remove1_same_eq)  | 
|
359  | 
also from minimum.hyps have "insort cmp x (remove1 x xs) = xs"  | 
|
360  | 
by (simp add: insort_remove1_same_eq)  | 
|
361  | 
finally show ?case .  | 
|
362  | 
qed  | 
|
363  | 
qed  | 
|
364  | 
||
| 
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365  | 
lemma filter_insort:  | 
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366  | 
"filter P (insort cmp x xs) = insort cmp x (filter P xs)"  | 
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367  | 
if "sorted cmp xs" and "P x"  | 
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368  | 
using that by (induction xs)  | 
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369  | 
(auto simp add: compare.trans_not_greater insort_eq_ConsI)  | 
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370  | 
|
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371  | 
lemma filter_insort_triv:  | 
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372  | 
"filter P (insort cmp x xs) = filter P xs"  | 
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373  | 
if "\<not> P x"  | 
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374  | 
using that by (induction xs) simp_all  | 
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375  | 
|
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376  | 
lemma filter_sort:  | 
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377  | 
"filter P (sort cmp xs) = sort cmp (filter P xs)"  | 
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378  | 
by (induction xs) (auto simp add: filter_insort filter_insort_triv)  | 
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379  | 
|
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380  | 
|
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381  | 
section \<open>Alternative sorting algorithms\<close>  | 
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382  | 
|
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383  | 
subsection \<open>Quicksort\<close>  | 
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384  | 
|
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385  | 
definition quicksort :: "'a comparator \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
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386  | 
where quicksort_is_sort [simp]: "quicksort = sort"  | 
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387  | 
|
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388  | 
lemma sort_by_quicksort:  | 
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389  | 
"sort = quicksort"  | 
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390  | 
by simp  | 
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391  | 
|
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392  | 
lemma sort_by_quicksort_rec:  | 
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393  | 
"sort cmp xs = sort cmp [x\<leftarrow>xs. compare cmp x (xs ! (length xs div 2)) = Less]  | 
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394  | 
@ stable_segment cmp (xs ! (length xs div 2)) xs  | 
| 69250 | 395  | 
@ sort cmp [x\<leftarrow>xs. compare cmp x (xs ! (length xs div 2)) = Greater]" (is "_ = ?rhs")  | 
| 
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396  | 
proof (rule sort_eqI)  | 
| 69250 | 397  | 
show "mset xs = mset ?rhs"  | 
| 
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398  | 
by (rule multiset_eqI) (auto simp add: compare.sym intro: comp.exhaust)  | 
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399  | 
next  | 
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400  | 
show "sorted cmp ?rhs"  | 
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401  | 
by (auto simp add: sorted_append_iff sorted_stable_segment compare.equiv_subst_right dest: compare.trans_greater)  | 
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402  | 
next  | 
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403  | 
let ?pivot = "xs ! (length xs div 2)"  | 
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404  | 
fix l  | 
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405  | 
have "compare cmp x ?pivot = comp \<and> compare cmp l x = Equiv  | 
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406  | 
\<longleftrightarrow> compare cmp l ?pivot = comp \<and> compare cmp l x = Equiv" for x comp  | 
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407  | 
proof -  | 
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408  | 
have "compare cmp x ?pivot = comp \<longleftrightarrow> compare cmp l ?pivot = comp"  | 
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409  | 
if "compare cmp l x = Equiv"  | 
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410  | 
using that by (simp add: compare.equiv_subst_left compare.sym)  | 
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411  | 
then show ?thesis by blast  | 
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412  | 
qed  | 
| 69250 | 413  | 
then show "stable_segment cmp l xs = stable_segment cmp l ?rhs"  | 
| 
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414  | 
by (simp add: stable_sort compare.sym [of _ ?pivot])  | 
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415  | 
(cases "compare cmp l ?pivot", simp_all)  | 
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416  | 
qed  | 
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417  | 
|
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418  | 
context  | 
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419  | 
begin  | 
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420  | 
|
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421  | 
qualified definition partition :: "'a comparator \<Rightarrow> 'a \<Rightarrow> 'a list \<Rightarrow> 'a list \<times> 'a list \<times> 'a list"  | 
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422  | 
where "partition cmp pivot xs =  | 
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423  | 
([x \<leftarrow> xs. compare cmp x pivot = Less], stable_segment cmp pivot xs, [x \<leftarrow> xs. compare cmp x pivot = Greater])"  | 
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424  | 
|
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425  | 
qualified lemma partition_code [code]:  | 
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426  | 
"partition cmp pivot [] = ([], [], [])"  | 
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427  | 
"partition cmp pivot (x # xs) =  | 
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428  | 
(let (lts, eqs, gts) = partition cmp pivot xs  | 
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429  | 
in case compare cmp x pivot of  | 
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430  | 
Less \<Rightarrow> (x # lts, eqs, gts)  | 
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431  | 
| Equiv \<Rightarrow> (lts, x # eqs, gts)  | 
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432  | 
| Greater \<Rightarrow> (lts, eqs, x # gts))"  | 
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433  | 
using comp.exhaust by (auto simp add: partition_def Let_def compare.sym [of _ pivot])  | 
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434  | 
|
| 
 
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435  | 
lemma quicksort_code [code]:  | 
| 
 
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436  | 
"quicksort cmp xs =  | 
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437  | 
(case xs of  | 
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438  | 
[] \<Rightarrow> []  | 
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439  | 
| [x] \<Rightarrow> xs  | 
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440  | 
| [x, y] \<Rightarrow> (if compare cmp x y \<noteq> Greater then xs else [y, x])  | 
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441  | 
| _ \<Rightarrow>  | 
| 
 
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442  | 
let (lts, eqs, gts) = partition cmp (xs ! (length xs div 2)) xs  | 
| 
 
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443  | 
in quicksort cmp lts @ eqs @ quicksort cmp gts)"  | 
| 
 
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 | 
444  | 
proof (cases "length xs \<ge> 3")  | 
| 
 
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concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
445  | 
case False  | 
| 69250 | 446  | 
  then have "length xs \<in> {0, 1, 2}"
 | 
447  | 
by (auto simp add: not_le le_less less_antisym)  | 
|
| 
69246
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
448  | 
then consider "xs = []" | x where "xs = [x]" | x y where "xs = [x, y]"  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
449  | 
by (auto simp add: length_Suc_conv numeral_2_eq_2)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
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diff
changeset
 | 
450  | 
then show ?thesis  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
451  | 
by cases simp_all  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
452  | 
next  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
453  | 
case True  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
454  | 
then obtain x y z zs where "xs = x # y # z # zs"  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
455  | 
by (metis le_0_eq length_0_conv length_Cons list.exhaust not_less_eq_eq numeral_3_eq_3)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
456  | 
moreover have "quicksort cmp xs =  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
457  | 
(let (lts, eqs, gts) = partition cmp (xs ! (length xs div 2)) xs  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
458  | 
in quicksort cmp lts @ eqs @ quicksort cmp gts)"  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
459  | 
using sort_by_quicksort_rec [of cmp xs] by (simp add: partition_def)  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
460  | 
ultimately show ?thesis  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
461  | 
by simp  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
462  | 
qed  | 
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
463  | 
|
| 69194 | 464  | 
end  | 
| 
69246
 
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concrecte sorting algorithms beyond insertion sort
 
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parents: 
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 | 
465  | 
|
| 69250 | 466  | 
|
467  | 
subsection \<open>Mergesort\<close>  | 
|
468  | 
||
469  | 
definition mergesort :: "'a comparator \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
|
470  | 
where mergesort_is_sort [simp]: "mergesort = sort"  | 
|
471  | 
||
472  | 
lemma sort_by_mergesort:  | 
|
473  | 
"sort = mergesort"  | 
|
474  | 
by simp  | 
|
475  | 
||
476  | 
context  | 
|
477  | 
fixes cmp :: "'a comparator"  | 
|
478  | 
begin  | 
|
479  | 
||
480  | 
qualified function merge :: "'a list \<Rightarrow> 'a list \<Rightarrow> 'a list"  | 
|
481  | 
where "merge [] ys = ys"  | 
|
482  | 
| "merge xs [] = xs"  | 
|
483  | 
| "merge (x # xs) (y # ys) = (if compare cmp x y = Greater  | 
|
484  | 
then y # merge (x # xs) ys else x # merge xs (y # ys))"  | 
|
485  | 
by pat_completeness auto  | 
|
486  | 
||
487  | 
qualified termination by lexicographic_order  | 
|
488  | 
||
489  | 
lemma mset_merge:  | 
|
490  | 
"mset (merge xs ys) = mset xs + mset ys"  | 
|
491  | 
by (induction xs ys rule: merge.induct) simp_all  | 
|
492  | 
||
493  | 
lemma merge_eq_Cons_imp:  | 
|
494  | 
"xs \<noteq> [] \<and> z = hd xs \<or> ys \<noteq> [] \<and> z = hd ys"  | 
|
495  | 
if "merge xs ys = z # zs"  | 
|
496  | 
using that by (induction xs ys rule: merge.induct) (auto split: if_splits)  | 
|
497  | 
||
498  | 
lemma filter_merge:  | 
|
499  | 
"filter P (merge xs ys) = merge (filter P xs) (filter P ys)"  | 
|
500  | 
if "sorted cmp xs" and "sorted cmp ys"  | 
|
501  | 
using that proof (induction xs ys rule: merge.induct)  | 
|
502  | 
case (1 ys)  | 
|
503  | 
then show ?case  | 
|
504  | 
by simp  | 
|
505  | 
next  | 
|
506  | 
case (2 xs)  | 
|
507  | 
then show ?case  | 
|
508  | 
by simp  | 
|
509  | 
next  | 
|
510  | 
case (3 x xs y ys)  | 
|
511  | 
show ?case  | 
|
512  | 
proof (cases "compare cmp x y = Greater")  | 
|
513  | 
case True  | 
|
514  | 
with 3 have hyp: "filter P (merge (x # xs) ys) =  | 
|
515  | 
merge (filter P (x # xs)) (filter P ys)"  | 
|
516  | 
by (simp add: sorted_Cons_imp_sorted)  | 
|
517  | 
show ?thesis  | 
|
518  | 
proof (cases "\<not> P x \<and> P y")  | 
|
519  | 
case False  | 
|
520  | 
with \<open>compare cmp x y = Greater\<close> show ?thesis  | 
|
521  | 
by (auto simp add: hyp)  | 
|
522  | 
next  | 
|
523  | 
case True  | 
|
524  | 
from \<open>compare cmp x y = Greater\<close> "3.prems"  | 
|
525  | 
have *: "compare cmp z y = Greater" if "z \<in> set (filter P xs)" for z  | 
|
526  | 
using that by (auto dest: compare.trans_not_greater sorted_Cons_imp_not_less)  | 
|
527  | 
from \<open>compare cmp x y = Greater\<close> show ?thesis  | 
|
528  | 
by (cases "filter P xs") (simp_all add: hyp *)  | 
|
529  | 
qed  | 
|
530  | 
next  | 
|
531  | 
case False  | 
|
532  | 
with 3 have hyp: "filter P (merge xs (y # ys)) =  | 
|
533  | 
merge (filter P xs) (filter P (y # ys))"  | 
|
534  | 
by (simp add: sorted_Cons_imp_sorted)  | 
|
535  | 
show ?thesis  | 
|
536  | 
proof (cases "P x \<and> \<not> P y")  | 
|
537  | 
case False  | 
|
538  | 
with \<open>compare cmp x y \<noteq> Greater\<close> show ?thesis  | 
|
539  | 
by (auto simp add: hyp)  | 
|
540  | 
next  | 
|
541  | 
case True  | 
|
542  | 
from \<open>compare cmp x y \<noteq> Greater\<close> "3.prems"  | 
|
543  | 
have *: "compare cmp x z \<noteq> Greater" if "z \<in> set (filter P ys)" for z  | 
|
544  | 
using that by (auto dest: compare.trans_not_greater sorted_Cons_imp_not_less)  | 
|
545  | 
from \<open>compare cmp x y \<noteq> Greater\<close> show ?thesis  | 
|
546  | 
by (cases "filter P ys") (simp_all add: hyp *)  | 
|
547  | 
qed  | 
|
548  | 
qed  | 
|
549  | 
qed  | 
|
| 
69246
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
550  | 
|
| 69250 | 551  | 
lemma sorted_merge:  | 
552  | 
"sorted cmp (merge xs ys)" if "sorted cmp xs" and "sorted cmp ys"  | 
|
553  | 
using that proof (induction xs ys rule: merge.induct)  | 
|
554  | 
case (1 ys)  | 
|
555  | 
then show ?case  | 
|
556  | 
by simp  | 
|
557  | 
next  | 
|
558  | 
case (2 xs)  | 
|
559  | 
then show ?case  | 
|
560  | 
by simp  | 
|
561  | 
next  | 
|
562  | 
case (3 x xs y ys)  | 
|
563  | 
show ?case  | 
|
564  | 
proof (cases "compare cmp x y = Greater")  | 
|
565  | 
case True  | 
|
566  | 
with 3 have "sorted cmp (merge (x # xs) ys)"  | 
|
567  | 
by (simp add: sorted_Cons_imp_sorted)  | 
|
568  | 
then have "sorted cmp (y # merge (x # xs) ys)"  | 
|
569  | 
proof (rule sorted_ConsI)  | 
|
570  | 
fix z zs  | 
|
571  | 
assume "merge (x # xs) ys = z # zs"  | 
|
572  | 
with 3(4) True show "compare cmp y z \<noteq> Greater"  | 
|
573  | 
by (clarsimp simp add: sorted_Cons_imp_sorted dest!: merge_eq_Cons_imp)  | 
|
574  | 
(auto simp add: compare.asym_greater sorted_Cons_imp_not_less)  | 
|
575  | 
qed  | 
|
576  | 
with True show ?thesis  | 
|
577  | 
by simp  | 
|
578  | 
next  | 
|
579  | 
case False  | 
|
580  | 
with 3 have "sorted cmp (merge xs (y # ys))"  | 
|
581  | 
by (simp add: sorted_Cons_imp_sorted)  | 
|
582  | 
then have "sorted cmp (x # merge xs (y # ys))"  | 
|
583  | 
proof (rule sorted_ConsI)  | 
|
584  | 
fix z zs  | 
|
585  | 
assume "merge xs (y # ys) = z # zs"  | 
|
586  | 
with 3(3) False show "compare cmp x z \<noteq> Greater"  | 
|
587  | 
by (clarsimp simp add: sorted_Cons_imp_sorted dest!: merge_eq_Cons_imp)  | 
|
588  | 
(auto simp add: compare.asym_greater sorted_Cons_imp_not_less)  | 
|
589  | 
qed  | 
|
590  | 
with False show ?thesis  | 
|
591  | 
by simp  | 
|
592  | 
qed  | 
|
593  | 
qed  | 
|
594  | 
||
595  | 
lemma merge_eq_appendI:  | 
|
596  | 
"merge xs ys = xs @ ys"  | 
|
597  | 
if "\<And>x y. x \<in> set xs \<Longrightarrow> y \<in> set ys \<Longrightarrow> compare cmp x y \<noteq> Greater"  | 
|
598  | 
using that by (induction xs ys rule: merge.induct) simp_all  | 
|
599  | 
||
600  | 
lemma merge_stable_segments:  | 
|
601  | 
"merge (stable_segment cmp l xs) (stable_segment cmp l ys) =  | 
|
602  | 
stable_segment cmp l xs @ stable_segment cmp l ys"  | 
|
603  | 
by (rule merge_eq_appendI) (auto dest: compare.trans_equiv_greater)  | 
|
604  | 
||
605  | 
lemma sort_by_mergesort_rec:  | 
|
606  | 
"sort cmp xs =  | 
|
607  | 
merge (sort cmp (take (length xs div 2) xs))  | 
|
608  | 
(sort cmp (drop (length xs div 2) xs))" (is "_ = ?rhs")  | 
|
609  | 
proof (rule sort_eqI)  | 
|
610  | 
have "mset (take (length xs div 2) xs) + mset (drop (length xs div 2) xs) =  | 
|
611  | 
mset (take (length xs div 2) xs @ drop (length xs div 2) xs)"  | 
|
612  | 
by (simp only: mset_append)  | 
|
613  | 
then show "mset xs = mset ?rhs"  | 
|
614  | 
by (simp add: mset_merge)  | 
|
615  | 
next  | 
|
616  | 
show "sorted cmp ?rhs"  | 
|
617  | 
by (simp add: sorted_merge)  | 
|
618  | 
next  | 
|
619  | 
fix l  | 
|
620  | 
have "stable_segment cmp l (take (length xs div 2) xs) @ stable_segment cmp l (drop (length xs div 2) xs)  | 
|
621  | 
= stable_segment cmp l xs"  | 
|
622  | 
by (simp only: filter_append [symmetric] append_take_drop_id)  | 
|
623  | 
have "merge (stable_segment cmp l (take (length xs div 2) xs))  | 
|
624  | 
(stable_segment cmp l (drop (length xs div 2) xs)) =  | 
|
625  | 
stable_segment cmp l (take (length xs div 2) xs) @ stable_segment cmp l (drop (length xs div 2) xs)"  | 
|
626  | 
by (rule merge_eq_appendI) (auto simp add: compare.trans_equiv_greater)  | 
|
627  | 
also have "\<dots> = stable_segment cmp l xs"  | 
|
628  | 
by (simp only: filter_append [symmetric] append_take_drop_id)  | 
|
629  | 
finally show "stable_segment cmp l xs = stable_segment cmp l ?rhs"  | 
|
630  | 
by (simp add: stable_sort filter_merge)  | 
|
631  | 
qed  | 
|
632  | 
||
633  | 
lemma mergesort_code [code]:  | 
|
634  | 
"mergesort cmp xs =  | 
|
635  | 
(case xs of  | 
|
636  | 
[] \<Rightarrow> []  | 
|
637  | 
| [x] \<Rightarrow> xs  | 
|
638  | 
| [x, y] \<Rightarrow> (if compare cmp x y \<noteq> Greater then xs else [y, x])  | 
|
639  | 
| _ \<Rightarrow>  | 
|
640  | 
let  | 
|
641  | 
half = length xs div 2;  | 
|
642  | 
ys = take half xs;  | 
|
643  | 
zs = drop half xs  | 
|
644  | 
in merge (mergesort cmp ys) (mergesort cmp zs))"  | 
|
645  | 
proof (cases "length xs \<ge> 3")  | 
|
646  | 
case False  | 
|
647  | 
  then have "length xs \<in> {0, 1, 2}"
 | 
|
648  | 
by (auto simp add: not_le le_less less_antisym)  | 
|
649  | 
then consider "xs = []" | x where "xs = [x]" | x y where "xs = [x, y]"  | 
|
650  | 
by (auto simp add: length_Suc_conv numeral_2_eq_2)  | 
|
651  | 
then show ?thesis  | 
|
652  | 
by cases simp_all  | 
|
653  | 
next  | 
|
654  | 
case True  | 
|
655  | 
then obtain x y z zs where "xs = x # y # z # zs"  | 
|
656  | 
by (metis le_0_eq length_0_conv length_Cons list.exhaust not_less_eq_eq numeral_3_eq_3)  | 
|
657  | 
moreover have "mergesort cmp xs =  | 
|
658  | 
(let  | 
|
659  | 
half = length xs div 2;  | 
|
660  | 
ys = take half xs;  | 
|
661  | 
zs = drop half xs  | 
|
662  | 
in merge (mergesort cmp ys) (mergesort cmp zs))"  | 
|
663  | 
using sort_by_mergesort_rec [of xs] by (simp add: Let_def)  | 
|
664  | 
ultimately show ?thesis  | 
|
665  | 
by simp  | 
|
666  | 
qed  | 
|
| 
69246
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
667  | 
|
| 
 
c1fe9dcc274a
concrecte sorting algorithms beyond insertion sort
 
haftmann 
parents: 
69194 
diff
changeset
 | 
668  | 
end  | 
| 69250 | 669  | 
|
670  | 
end  |