diff -r cd29afc027cc -r b458b4ac570f src/HOL/Random.thy --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/src/HOL/Random.thy Sat May 16 20:16:49 2009 +0200 @@ -0,0 +1,177 @@ +(* Author: Florian Haftmann, TU Muenchen *) + +header {* A HOL random engine *} + +theory Random +imports Code_Index +begin + +notation fcomp (infixl "o>" 60) +notation scomp (infixl "o\" 60) + + +subsection {* Auxiliary functions *} + +definition inc_shift :: "index \ index \ index" where + "inc_shift v k = (if v = k then 1 else k + 1)" + +definition minus_shift :: "index \ index \ index \ index" where + "minus_shift r k l = (if k < l then r + k - l else k - l)" + +fun log :: "index \ index \ index" where + "log b i = (if b \ 1 \ i < b then 1 else 1 + log b (i div b))" + + +subsection {* Random seeds *} + +types seed = "index \ index" + +primrec "next" :: "seed \ index \ seed" where + "next (v, w) = (let + k = v div 53668; + v' = minus_shift 2147483563 (40014 * (v mod 53668)) (k * 12211); + l = w div 52774; + w' = minus_shift 2147483399 (40692 * (w mod 52774)) (l * 3791); + z = minus_shift 2147483562 v' (w' + 1) + 1 + in (z, (v', w')))" + +lemma next_not_0: + "fst (next s) \ 0" + by (cases s) (auto simp add: minus_shift_def Let_def) + +primrec seed_invariant :: "seed \ bool" where + "seed_invariant (v, w) \ 0 < v \ v < 9438322952 \ 0 < w \ True" + +lemma if_same: "(if b then f x else f y) = f (if b then x else y)" + by (cases b) simp_all + +definition split_seed :: "seed \ seed \ seed" where + "split_seed s = (let + (v, w) = s; + (v', w') = snd (next s); + v'' = inc_shift 2147483562 v; + s'' = (v'', w'); + w'' = inc_shift 2147483398 w; + s''' = (v', w'') + in (s'', s'''))" + + +subsection {* Base selectors *} + +fun iterate :: "index \ ('b \ 'a \ 'b \ 'a) \ 'b \ 'a \ 'b \ 'a" where + "iterate k f x = (if k = 0 then Pair x else f x o\ iterate (k - 1) f)" + +definition range :: "index \ seed \ index \ seed" where + "range k = iterate (log 2147483561 k) + (\l. next o\ (\v. Pair (v + l * 2147483561))) 1 + o\ (\v. Pair (v mod k))" + +lemma range: + "k > 0 \ fst (range k s) < k" + by (simp add: range_def scomp_apply split_def del: log.simps iterate.simps) + +definition select :: "'a list \ seed \ 'a \ seed" where + "select xs = range (Code_Index.of_nat (length xs)) + o\ (\k. Pair (nth xs (Code_Index.nat_of k)))" + +lemma select: + assumes "xs \ []" + shows "fst (select xs s) \ set xs" +proof - + from assms have "Code_Index.of_nat (length xs) > 0" by simp + with range have + "fst (range (Code_Index.of_nat (length xs)) s) < Code_Index.of_nat (length xs)" by best + then have + "Code_Index.nat_of (fst (range (Code_Index.of_nat (length xs)) s)) < length xs" by simp + then show ?thesis + by (simp add: scomp_apply split_beta select_def) +qed + +primrec pick :: "(index \ 'a) list \ index \ 'a" where + "pick (x # xs) i = (if i < fst x then snd x else pick xs (i - fst x))" + +lemma pick_member: + "i < listsum (map fst xs) \ pick xs i \ set (map snd xs)" + by (induct xs arbitrary: i) simp_all + +lemma pick_drop_zero: + "pick (filter (\(k, _). k > 0) xs) = pick xs" + by (induct xs) (auto simp add: expand_fun_eq) + +definition select_weight :: "(index \ 'a) list \ seed \ 'a \ seed" where + "select_weight xs = range (listsum (map fst xs)) + o\ (\k. Pair (pick xs k))" + +lemma select_weight_member: + assumes "0 < listsum (map fst xs)" + shows "fst (select_weight xs s) \ set (map snd xs)" +proof - + from range assms + have "fst (range (listsum (map fst xs)) s) < listsum (map fst xs)" . + with pick_member + have "pick xs (fst (range (listsum (map fst xs)) s)) \ set (map snd xs)" . + then show ?thesis by (simp add: select_weight_def scomp_def split_def) +qed + +definition select_default :: "index \ 'a \ 'a \ seed \ 'a \ seed" where + [code del]: "select_default k x y = range k + o\ (\l. Pair (if l + 1 < k then x else y))" + +lemma select_default_zero: + "fst (select_default 0 x y s) = y" + by (simp add: scomp_apply split_beta select_default_def) + +lemma select_default_code [code]: + "select_default k x y = (if k = 0 + then range 1 o\ (\_. Pair y) + else range k o\ (\l. Pair (if l + 1 < k then x else y)))" +proof + fix s + have "snd (range (Code_Index.of_nat 0) s) = snd (range (Code_Index.of_nat 1) s)" + by (simp add: range_def scomp_Pair scomp_apply split_beta) + then show "select_default k x y s = (if k = 0 + then range 1 o\ (\_. Pair y) + else range k o\ (\l. Pair (if l + 1 < k then x else y))) s" + by (cases "k = 0") (simp_all add: select_default_def scomp_apply split_beta) +qed + + +subsection {* @{text ML} interface *} + +ML {* +structure Random_Engine = +struct + +type seed = int * int; + +local + +val seed = ref + (let + val now = Time.toMilliseconds (Time.now ()); + val (q, s1) = IntInf.divMod (now, 2147483562); + val s2 = q mod 2147483398; + in (s1 + 1, s2 + 1) end); + +in + +fun run f = + let + val (x, seed') = f (! seed); + val _ = seed := seed' + in x end; + +end; + +end; +*} + +hide (open) type seed +hide (open) const inc_shift minus_shift log "next" seed_invariant split_seed + iterate range select pick select_weight select_default + +no_notation fcomp (infixl "o>" 60) +no_notation scomp (infixl "o\" 60) + +end +