src/HOL/IMP/Live_True.thy

proved termination for fun-based AI

(* Author: Tobias Nipkow *)

theory Live_True
imports "~~/src/HOL/Library/While_Combinator" Vars Big_Step
begin

subsection "True Liveness Analysis"

fun L :: "com \<Rightarrow> vname set \<Rightarrow> vname set" where
"L SKIP X = X" |
"L (x ::= a) X = (if x \<in> X then vars a \<union> (X - {x}) else X)" |
"L (c\<^isub>1; c\<^isub>2) X = L c\<^isub>1 (L c\<^isub>2 X)" |
"L (IF b THEN c\<^isub>1 ELSE c\<^isub>2) X = vars b \<union> L c\<^isub>1 X \<union> L c\<^isub>2 X" |
"L (WHILE b DO c) X = lfp(\<lambda>Y. vars b \<union> X \<union> L c Y)"

lemma L_mono: "mono (L c)"
proof-
  { fix X Y have "X \<subseteq> Y \<Longrightarrow> L c X \<subseteq> L c Y"
    proof(induction c arbitrary: X Y)
      case (While b c)
      show ?case
      proof(simp, rule lfp_mono)
        fix Z show "vars b \<union> X \<union> L c Z \<subseteq> vars b \<union> Y \<union> L c Z"
          using While by auto
      qed
    next
      case If thus ?case by(auto simp: subset_iff)
    qed auto
  } thus ?thesis by(rule monoI)
qed

lemma mono_union_L:
  "mono (\<lambda>Y. X \<union> L c Y)"
by (metis (no_types) L_mono mono_def order_eq_iff set_eq_subset sup_mono)

lemma L_While_unfold:
  "L (WHILE b DO c) X = vars b \<union> X \<union> L c (L (WHILE b DO c) X)"
by(metis lfp_unfold[OF mono_union_L] L.simps(5))

lemma L_While_pfp: "L c (L (WHILE b DO c) X) \<subseteq> L (WHILE b DO c) X"
using L_While_unfold by blast

lemma L_While_vars: "vars b \<subseteq> L (WHILE b DO c) X"
using L_While_unfold by blast

lemma L_While_X: "X \<subseteq> L (WHILE b DO c) X"
using L_While_unfold by blast

text{* Disable L WHILE equation and reason only with L WHILE constraints *}
declare L.simps(5)[simp del]


subsection "Soundness"

theorem L_sound:
  "(c,s) \<Rightarrow> s'  \<Longrightarrow> s = t on L c X \<Longrightarrow>
  \<exists> t'. (c,t) \<Rightarrow> t' & s' = t' on X"
proof (induction arbitrary: X t rule: big_step_induct)
  case Skip then show ?case by auto
next
  case Assign then show ?case
    by (auto simp: ball_Un)
next
  case (Seq c1 s1 s2 c2 s3 X t1)
  from Seq.IH(1) Seq.prems obtain t2 where
    t12: "(c1, t1) \<Rightarrow> t2" and s2t2: "s2 = t2 on L c2 X"
    by simp blast
  from Seq.IH(2)[OF s2t2] obtain t3 where
    t23: "(c2, t2) \<Rightarrow> t3" and s3t3: "s3 = t3 on X"
    by auto
  show ?case using t12 t23 s3t3 by auto
next
  case (IfTrue b s c1 s' c2)
  hence "s = t on vars b" and "s = t on L c1 X" by auto
  from  bval_eq_if_eq_on_vars[OF this(1)] IfTrue(1) have "bval b t" by simp
  from IfTrue.IH[OF `s = t on L c1 X`] obtain t' where
    "(c1, t) \<Rightarrow> t'" "s' = t' on X" by auto
  thus ?case using `bval b t` by auto
next
  case (IfFalse b s c2 s' c1)
  hence "s = t on vars b" "s = t on L c2 X" by auto
  from  bval_eq_if_eq_on_vars[OF this(1)] IfFalse(1) have "~bval b t" by simp
  from IfFalse.IH[OF `s = t on L c2 X`] obtain t' where
    "(c2, t) \<Rightarrow> t'" "s' = t' on X" by auto
  thus ?case using `~bval b t` by auto
next
  case (WhileFalse b s c)
  hence "~ bval b t"
    by (metis L_While_vars bval_eq_if_eq_on_vars set_mp)
  thus ?case using WhileFalse.prems L_While_X[of X b c] by auto
next
  case (WhileTrue b s1 c s2 s3 X t1)
  let ?w = "WHILE b DO c"
  from `bval b s1` WhileTrue.prems have "bval b t1"
    by (metis L_While_vars bval_eq_if_eq_on_vars set_mp)
  have "s1 = t1 on L c (L ?w X)" using  L_While_pfp WhileTrue.prems
    by (blast)
  from WhileTrue.IH(1)[OF this] obtain t2 where
    "(c, t1) \<Rightarrow> t2" "s2 = t2 on L ?w X" by auto
  from WhileTrue.IH(2)[OF this(2)] obtain t3 where "(?w,t2) \<Rightarrow> t3" "s3 = t3 on X"
    by auto
  with `bval b t1` `(c, t1) \<Rightarrow> t2` show ?case by auto
qed

(*declare L.simps(5)[simp]*)


subsection "Executability"

lemma L_subset_vars: "L c X \<subseteq> vars c \<union> X"
proof(induction c arbitrary: X)
  case (While b c)
  have "lfp(\<lambda>Y. vars b \<union> X \<union> L c Y) \<subseteq> vars b \<union> vars c \<union> X"
    using While.IH[of "vars b \<union> vars c \<union> X"]
    by (auto intro!: lfp_lowerbound)
  thus ?case by (simp add: L.simps(5))
qed auto

text{* Make @{const L} executable by replacing @{const lfp} with the @{const
while} combinator from theory @{theory While_Combinator}. The @{const while}
combinator obeys the recursion equation
@{thm[display] While_Combinator.while_unfold[no_vars]}
and is thus executable. *}

lemma L_While: fixes b c X
assumes "finite X" defines "f == \<lambda>Y. vars b \<union> X \<union> L c Y"
shows "L (WHILE b DO c) X = while (\<lambda>Y. f Y \<noteq> Y) f {}" (is "_ = ?r")
proof -
  let ?V = "vars b \<union> vars c \<union> X"
  have "lfp f = ?r"
  proof(rule lfp_while[where C = "?V"])
    show "mono f" by(simp add: f_def mono_union_L)
  next
    fix Y show "Y \<subseteq> ?V \<Longrightarrow> f Y \<subseteq> ?V"
      unfolding f_def using L_subset_vars[of c] by blast
  next
    show "finite ?V" using `finite X` by simp
  qed
  thus ?thesis by (simp add: f_def L.simps(5))
qed

lemma L_While_let: "finite X \<Longrightarrow> L (WHILE b DO c) X =
  (let f = (\<lambda>Y. vars b \<union> X \<union> L c Y)
   in while (\<lambda>Y. f Y \<noteq> Y) f {})"
by(simp add: L_While)

lemma L_While_set: "L (WHILE b DO c) (set xs) =
  (let f = (\<lambda>Y. vars b \<union> set xs \<union> L c Y)
   in while (\<lambda>Y. f Y \<noteq> Y) f {})"
by(rule L_While_let, simp)

text{* Replace the equation for @{text "L (WHILE \<dots>)"} by the executable @{thm[source] L_While_set}: *}
lemmas [code] = L.simps(1-4) L_While_set
text{* Sorry, this syntax is odd. *}

text{* A test: *}
lemma "(let b = Less (N 0) (V ''y''); c = ''y'' ::= V ''x''; ''x'' ::= V ''z''
  in L (WHILE b DO c) {''y''}) = {''x'', ''y'', ''z''}"
by eval


subsection "Limiting the number of iterations"

text{* The final parameter is the default value: *}

fun iter :: "('a \<Rightarrow> 'a) \<Rightarrow> nat \<Rightarrow> 'a \<Rightarrow> 'a \<Rightarrow> 'a" where
"iter f 0 p d = d" |
"iter f (Suc n) p d = (if f p = p then p else iter f n (f p) d)"

text{* A version of @{const L} with a bounded number of iterations (here: 2)
in the WHILE case: *}

fun Lb :: "com \<Rightarrow> vname set \<Rightarrow> vname set" where
"Lb SKIP X = X" |
"Lb (x ::= a) X = (if x \<in> X then X - {x} \<union> vars a else X)" |
"Lb (c\<^isub>1; c\<^isub>2) X = (Lb c\<^isub>1 \<circ> Lb c\<^isub>2) X" |
"Lb (IF b THEN c\<^isub>1 ELSE c\<^isub>2) X = vars b \<union> Lb c\<^isub>1 X \<union> Lb c\<^isub>2 X" |
"Lb (WHILE b DO c) X = iter (\<lambda>A. vars b \<union> X \<union> Lb c A) 2 {} (vars b \<union> vars c \<union> X)"

text{* @{const Lb} (and @{const iter}) is not monotone! *}
lemma "let w = WHILE Bc False DO (''x'' ::= V ''y''; ''z'' ::= V ''x'')
  in \<not> (Lb w {''z''} \<subseteq> Lb w {''y'',''z''})"
by eval

lemma lfp_subset_iter:
  "\<lbrakk> mono f; !!X. f X \<subseteq> f' X; lfp f \<subseteq> D \<rbrakk> \<Longrightarrow> lfp f \<subseteq> iter f' n A D"
proof(induction n arbitrary: A)
  case 0 thus ?case by simp
next
  case Suc thus ?case by simp (metis lfp_lowerbound)
qed

lemma "L c X \<subseteq> Lb c X"
proof(induction c arbitrary: X)
  case (While b c)
  let ?f  = "\<lambda>A. vars b \<union> X \<union> L  c A"
  let ?fb = "\<lambda>A. vars b \<union> X \<union> Lb c A"
  show ?case
  proof (simp add: L.simps(5), rule lfp_subset_iter[OF mono_union_L])
    show "!!X. ?f X \<subseteq> ?fb X" using While.IH by blast
    show "lfp ?f \<subseteq> vars b \<union> vars c \<union> X"
      by (metis (full_types) L.simps(5) L_subset_vars vars_com.simps(5))
  qed
next
  case Seq thus ?case by simp (metis (full_types) L_mono monoD subset_trans)
qed auto

end