(* Title: HOL/Proofs/Lambda/WeakNorm.thy Author: Stefan Berghofer Copyright 2003 TU Muenchen *)
section‹Weak normalization for simply-typed lambda calculus›
theory WeakNorm imports LambdaType NormalForm "HOL-Library.Realizers""HOL-Library.Code_Target_Int" begin
text‹ Formalization by Stefan Berghofer. Partly based on a paper proof by Felix Joachimski and Ralph Matthes 🍋‹"Matthes-Joachimski-AML"›. ›
subsection‹Main theorems›
lemma norm_list: assumes f_compat: "∧t t'. t →🪙β🪙* t' ==> f t →🪙β🪙* f t'" and f_NF: "∧t. NF t ==> NF (f t)" and uNF: "NF u"and uT: "e ⊨ u : T" shows"∧Us. e⟨i:T⟩⊨!!! as : Us ==> listall (λt. ∀e T' u i. e⟨i:T⟩⊨ t : T' ⟶ NF u ⟶ e ⊨ u : T ⟶ (∃t'. t[u/i] →🪙β🪙* t' ∧ NF t')) as ==> ∃as'. ∀j. Var j 🍋🍋 map (λt. f (t[u/i])) as →🪙β🪙* Var j 🍋🍋 map f as' ∧ NF (Var j 🍋🍋 map f as')"
(is"∧Us. _ ==> listall ?R as ==>∃as'. ?ex Us as as'") proof (induct as rule: rev_induct) case (Nil Us) with Var_NF have"?ex Us [] []"by simp thus ?case .. next case (snoc b bs Us) have"e⟨i:T⟩⊨!!! bs @ [b] : Us"by fact thenobtain Vs W where Us: "Us = Vs @ [W]" and bs: "e⟨i:T⟩⊨!!! bs : Vs"and bT: "e⟨i:T⟩⊨ b : W" by (rule types_snocE) from snoc have"listall ?R bs"by simp with bs have"∃bs'. ?ex Vs bs bs'"by (rule snoc) thenobtain bs' where bsred: "Var j 🍋🍋 map (λt. f (t[u/i])) bs →🪙β🪙* Var j 🍋🍋 map f bs'" and bsNF: "NF (Var j 🍋🍋 map f bs')"for j by iprover from snoc have"?R b"by simp with bT and uNF and uT have"∃b'. b[u/i] →🪙β🪙* b' ∧ NF b'" by iprover thenobtain b' where bred: "b[u/i] →🪙β🪙* b'"and bNF: "NF b'" by iprover from bsNF [of 0] have"listall NF (map f bs')" by (rule App_NF_D) moreoverhave"NF (f b')"using bNF by (rule f_NF) ultimatelyhave"listall NF (map f (bs' @ [b']))" by simp hence"∧j. NF (Var j 🍋🍋 map f (bs' @ [b']))"by (rule NF.App) moreoverfrom bred have"f (b[u/i]) →🪙β🪙* f b'" by (rule f_compat) with bsred have "∧j. (Var j 🍋🍋 map (λt. f (t[u/i])) bs) 🍋 f (b[u/i]) →🪙β🪙* (Var j 🍋🍋 map f bs') 🍋 f b'"by (rule rtrancl_beta_App) ultimatelyhave"?ex Us (bs @ [b]) (bs' @ [b'])"by simp thus ?case .. qed
lemma subst_type_NF: "∧t e T u i. NF t ==> e⟨i:U⟩⊨ t : T ==> NF u ==> e ⊨ u : U ==>∃t'. t[u/i] →🪙β🪙* t' ∧ NF t'"
(is"PROP ?P U"is"∧t e T u i. _ ==> PROP ?Q t e T u i U") proof (induct U) fix T t let ?R = "λt. ∀e T' u i. e⟨i:T⟩⊨ t : T' ⟶ NF u ⟶ e ⊨ u : T ⟶ (∃t'. t[u/i] →🪙β🪙* t' ∧ NF t')" assume MI1: "∧T1 T2. T = T1 ==> T2 ==> PROP ?P T1" assume MI2: "∧T1 T2. T = T1 ==> T2 ==> PROP ?P T2" assume"NF t" thus"∧e T' u i. PROP ?Q t e T' u i T" proof induct fix e T' u i assume uNF: "NF u"and uT: "e ⊨ u : T"
{ case (App ts x e1 T'1 u1 i1) assume"e⟨i:T⟩⊨ Var x 🍋🍋 ts : T'" thenobtain Us where varT: "e⟨i:T⟩⊨ Var x : Us ⇛ T'" and argsT: "e⟨i:T⟩⊨!!! ts : Us" by (rule var_app_typesE) from nat_eq_dec show"∃t'. (Var x 🍋🍋 ts)[u/i] →🪙β🪙* t' ∧ NF t'" proof assume eq: "x = i" show ?thesis proof (cases ts) case Nil with eq have"(Var x 🍋🍋 [])[u/i] →🪙β🪙* u"by simp with Nil and uNF show ?thesis by simp iprover next case (Cons a as) with argsT obtain T'' Ts where Us: "Us = T'' # Ts" by (cases Us) (rule FalseE, simp) from varT and Us have varT: "e⟨i:T⟩⊨ Var x : T'' ==> Ts ⇛ T'" by simp from varT eq have T: "T = T'' ==> Ts ⇛ T'"by cases auto with uT have uT': "e ⊨ u : T'' ==> Ts ⇛ T'"by simp from argsT Us Cons have argsT': "e⟨i:T⟩⊨!!! as : Ts"by simp from argsT Us Cons have argT: "e⟨i:T⟩⊨ a : T''"by simp from argT uT refl have aT: "e ⊨ a[u/i] : T''"by (rule subst_lemma) from App and Cons have"listall ?R as"by simp (iprover dest: listall_conj2) with lift_preserves_beta' lift_NF uNF uT argsT' have"∃as'. ∀j. Var j 🍋🍋 map (λt. lift (t[u/i]) 0) as →🪙β🪙* Var j 🍋🍋 map (λt. lift t 0) as' ∧ NF (Var j 🍋🍋 map (λt. lift t 0) as')"by (rule norm_list) thenobtain as' where
asred: "Var 0 🍋🍋 map (λt. lift (t[u/i]) 0) as →🪙β🪙* Var 0 🍋🍋 map (λt. lift t 0) as'" and asNF: "NF (Var 0 🍋🍋 map (λt. lift t 0) as')"by iprover from App and Cons have"?R a"by simp with argT and uNF and uT have"∃a'. a[u/i] →🪙β🪙* a' ∧ NF a'" by iprover thenobtain a' where ared: "a[u/i] →🪙β🪙* a'"and aNF: "NF a'"by iprover from uNF have"NF (lift u 0)"by (rule lift_NF) hence"∃u'. lift u 0 🍋 Var 0 →🪙β🪙* u' ∧ NF u'"by (rule app_Var_NF) thenobtain u' where ured: "lift u 0 🍋 Var 0 →🪙β🪙* u'"and u'NF: "NF u'" by iprover from T and u'NF have"∃ua. u'[a'/0] →🪙β🪙* ua ∧ NF ua" proof (rule MI1) have"e⟨0:T''⟩⊨ lift u 0 🍋 Var 0 : Ts ⇛ T'" proof (rule typing.App) from uT' show"e⟨0:T''⟩⊨ lift u 0 : T'' ==> Ts ⇛ T'"by (rule lift_type) show"e⟨0:T''⟩⊨ Var 0 : T''"by (rule typing.Var) simp qed with ured show"e⟨0:T''⟩⊨ u' : Ts ⇛ T'"by (rule subject_reduction') from ared aT show"e ⊨ a' : T''"by (rule subject_reduction') show"NF a'"by fact qed thenobtain ua where uared: "u'[a'/0] →🪙β🪙* ua"and uaNF: "NF ua" by iprover from ared have"(lift u 0 🍋 Var 0)[a[u/i]/0] →🪙β🪙* (lift u 0 🍋 Var 0)[a'/0]" by (rule subst_preserves_beta2') alsofrom ured have"(lift u 0 🍋 Var 0)[a'/0] →🪙β🪙* u'[a'/0]" by (rule subst_preserves_beta') alsonote uared finallyhave"(lift u 0 🍋 Var 0)[a[u/i]/0] →🪙β🪙* ua" . hence uared': "u 🍋 a[u/i] →🪙β🪙* ua"by simp from T asNF _ uaNF have"∃r. (Var 0 🍋🍋 map (λt. lift t 0) as')[ua/0] →🪙β🪙* r ∧ NF r" proof (rule MI2) have"e⟨0:Ts ⇛ T'⟩⊨ Var 0 🍋🍋 map (λt. lift (t[u/i]) 0) as : T'" proof (rule list_app_typeI) show"e⟨0:Ts ⇛ T'⟩⊨ Var 0 : Ts ⇛ T'"by (rule typing.Var) simp from uT argsT' have"e ⊨!!! map (λt. t[u/i]) as : Ts" by (rule substs_lemma) hence"e⟨0:Ts ⇛ T'⟩⊨!!! map (λt. lift t 0) (map (λt. t[u/i]) as) : Ts" by (rule lift_types) thus"e⟨0:Ts ⇛ T'⟩⊨!!! map (λt. lift (t[u/i]) 0) as : Ts" by (simp_all add: o_def) qed with asred show"e⟨0:Ts ⇛ T'⟩⊨ Var 0 🍋🍋 map (λt. lift t 0) as' : T'" by (rule subject_reduction') from argT uT refl have"e ⊨ a[u/i] : T''"by (rule subst_lemma) with uT' have"e ⊨ u 🍋 a[u/i] : Ts ⇛ T'"by (rule typing.App) with uared' show"e ⊨ ua : Ts ⇛ T'"by (rule subject_reduction') qed thenobtain r where rred: "(Var 0 🍋🍋 map (λt. lift t 0) as')[ua/0] →🪙β🪙* r" and rnf: "NF r"by iprover from asred have "(Var 0 🍋🍋 map (λt. lift (t[u/i]) 0) as)[u 🍋 a[u/i]/0] →🪙β🪙* (Var 0 🍋🍋 map (λt. lift t 0) as')[u 🍋 a[u/i]/0]" by (rule subst_preserves_beta') alsofrom uared' have"(Var 0 🍋🍋 map (λt. lift t 0) as')[u 🍋 a[u/i]/0] →🪙β🪙* (Var 0 🍋🍋 map (λt. lift t 0) as')[ua/0]"by (rule subst_preserves_beta2') alsonote rred finallyhave"(Var 0 🍋🍋 map (λt. lift (t[u/i]) 0) as)[u 🍋 a[u/i]/0] →🪙β🪙* r" . with rnf Cons eq show ?thesis by (simp add: o_def) iprover qed next assume neq: "x ≠ i" from App have"listall ?R ts"by (iprover dest: listall_conj2) with uNF uT argsT have"∃ts'. ∀j. Var j 🍋🍋 map (λt. t[u/i]) ts →🪙β🪙* Var j 🍋🍋 ts' ∧ NF (Var j 🍋🍋 ts')" (is"∃ts'. ?ex ts'") by (rule norm_list [of "λt. t", simplified]) thenobtain ts' where NF: "?ex ts'" .. from nat_le_dec show ?thesis proof assume"i < x" with NF show ?thesis by simp iprover next assume"¬ (i < x)" with NF neq show ?thesis by (simp add: subst_Var) iprover qed qed next case (Abs r e1 T'1 u1 i1) assume absT: "e⟨i:T⟩⊨ Abs r : T'" thenobtain R S where"e⟨0:R⟩⟨Suc i:T⟩⊨ r : S"by (rule abs_typeE) simp moreoverhave"NF (lift u 0)"using‹NF u›by (rule lift_NF) moreoverhave"e⟨0:R⟩⊨ lift u 0 : T"using uT by (rule lift_type) ultimatelyhave"∃t'. r[lift u 0/Suc i] →🪙β🪙* t' ∧ NF t'"by (rule Abs) thus"∃t'. Abs r[u/i] →🪙β🪙* t' ∧ NF t'" by simp (iprover intro: rtrancl_beta_Abs NF.Abs)
} qed qed
🍋‹A computationally relevant copy of @{term "e ⊨ t : T"}› inductive rtyping :: "(nat ==> type) ==> dB ==> type ==> bool" (‹_ ⊨🪙R _ : _› [50, 50, 50] 50) where
Var: "e x = T ==> e ⊨🪙R Var x : T"
| Abs: "e⟨0:T⟩⊨🪙R t : U ==> e ⊨🪙R Abs t : (T ==> U)"
| App: "e ⊨🪙R s : T ==> U ==> e ⊨🪙R t : T ==> e ⊨🪙R (s 🍋 t) : U"
lemma rtyping_imp_typing: "e ⊨🪙R t : T ==> e ⊨ t : T" apply (induct set: rtyping) apply (erule typing.Var) apply (erule typing.Abs) apply (erule typing.App) apply assumption done
theorem type_NF: assumes"e ⊨🪙R t : T" shows"∃t'. t →🪙β🪙* t' ∧ NF t'"using assms proof induct case Var show ?caseby (iprover intro: Var_NF) next case Abs thus ?caseby (iprover intro: rtrancl_beta_Abs NF.Abs) next case (App e s T U t) from App obtain s' t' where
sred: "s →🪙β🪙* s'"and"NF s'" and tred: "t →🪙β🪙* t'"and tNF: "NF t'"by iprover have"∃u. (Var 0 🍋 lift t' 0)[s'/0] →🪙β🪙* u ∧ NF u" proof (rule subst_type_NF) have"NF (lift t' 0)"using tNF by (rule lift_NF) hence"listall NF [lift t' 0]"by (rule listall_cons) (rule listall_nil) hence"NF (Var 0 🍋🍋 [lift t' 0])"by (rule NF.App) thus"NF (Var 0 🍋 lift t' 0)"by simp show"e⟨0:T ==> U⟩⊨ Var 0 🍋 lift t' 0 : U" proof (rule typing.App) show"e⟨0:T ==> U⟩⊨ Var 0 : T ==> U" by (rule typing.Var) simp from tred have"e ⊨ t' : T" by (rule subject_reduction') (rule rtyping_imp_typing, rule App.hyps) thus"e⟨0:T ==> U⟩⊨ lift t' 0 : T" by (rule lift_type) qed from sred show"e ⊨ s' : T ==> U" by (rule subject_reduction') (rule rtyping_imp_typing, rule App.hyps) show"NF s'"by fact qed thenobtain u where ured: "s' 🍋 t' →🪙β🪙* u"and unf: "NF u"by simp iprover from sred tred have"s 🍋 t →🪙β🪙* s' 🍋 t'"by (rule rtrancl_beta_App) hence"s 🍋 t →🪙β🪙* u"using ured by (rule rtranclp_trans) with unf show ?caseby iprover qed
lemma rtranclR_rtrancl_eq: "rtranclpR r a b = r🪙*🪙* a b" proof show"rtranclpR r a b ==> r🪙*🪙* a b" apply (erule rtranclpR.induct) apply (rule rtranclp.rtrancl_refl) apply (metis rtranclp.rtrancl_into_rtrancl) done show"r🪙*🪙* a b ==> rtranclpR r a b" apply (erule rtranclp.induct) apply (rule rtranclpR.rtrancl_refl) apply (metis rtranclpR.rtrancl_into_rtrancl) done qed
text_raw‹ \begin{figure} \renewcommand{\isastyle}{\scriptsize\it}% @{thm [display,eta_contract=false,margin=100] subst_type_NF_def} \renewcommand{\isastyle}{\small\it}% \caption{Program extracted from ‹subst_type_NF›} \label{fig:extr-subst-type-nf} \end{figure} \begin{figure} \renewcommand{\isastyle}{\scriptsize\it}% @{thm [display,margin=100] subst_Var_NF_def} @{thm [display,margin=100] app_Var_NF_def} @{thm [display,margin=100] lift_NF_def} @{thm [display,eta_contract=false,margin=100] type_NF_def} \renewcommand{\isastyle}{\small\it}% \caption{Program extracted from lemmas and main theorem} \label{fig:extr-type-nf} \end{figure} ›
text‹ The program corresponding to the proof of the central lemma, which performs substitution and normalization, is shown in Figure \ref{fig:extr-subst-type-nf}. The correctness theorem corresponding to the program ‹subst_type_NF›is @{thm [display,margin=100] subst_type_NF_correctness [simplified rtranclR_rtrancl_eq Collect_mem_eq, no_vars]} where ‹NFR›is the realizability predicate corresponding to the datatype ‹NFT›, which is inductively defined by the rules \pagebreak @{thm [display,margin=90] NFR.App [of ts nfs x] NFR.Abs [of nf t]} The programs corresponding to the main theorem ‹type_NF›, as well as to some lemmas, are shown in Figure \ref{fig:extr-type-nf}. The correctness statement for the main function ‹type_NF›is @{thm [display,margin=100] type_NF_correctness [simplified rtranclR_rtrancl_eq Collect_mem_eq, no_vars]} where the realizability predicate ‹rtypingR›corresponding to the computationally relevant version of the typing judgement is inductively defined by the rules @{thm [display,margin=100] rtypingR.Var [no_vars] rtypingR.Abs [of ty, no_vars] rtypingR.App [of ty e s T U ty' t]} ›
subsection‹Generating executable code›
instantiation NFT :: default begin
definition"default = Dummy ()"
instance ..
end
instantiation dB :: default begin
definition"default = dB.Var 0"
instance ..
end
instantiation prod :: (default, default) default begin
definition"default = (default, default)"
instance ..
end
instantiation list :: (type) default begin
definition"default = []"
instance ..
end
instantiation"fun" :: (type, default) default begin
text‹ The following functions convert between Isabelle's built-in {\tt term} datatype and the generated {\tt dB} datatype. This allows to generate example terms using Isabelle's parser and inspect normalized terms using Isabelle's pretty printer. ›
ML ‹ val nat_of_integer = @{code nat} o @{code int_of_integer}; fun dBtype_of_typ (Type ("fun", [T, U])) = @{code Fun} (dBtype_of_typ T, dBtype_of_typ U) | dBtype_of_typ (TFree (s, _)) = (case raw_explode s of ["'", a] => @{code Atom} (nat_of_integer (ord a - 97)) | _ => error "dBtype_of_typ: variable name") | dBtype_of_typ _ = error "dBtype_of_typ: bad type"; fun dB_of_term (Bound i) = @{code dB.Var} (nat_of_integer i) | dB_of_term (t $ u) = @{code dB.App} (dB_of_term t, dB_of_term u) | dB_of_term (Abs (_, _, t)) = @{code dB.Abs} (dB_of_term t) | dB_of_term _ = error "dB_of_term: bad term"; fun term_of_dB Ts (Type ("fun", [T, U])) (@{code dB.Abs} dBt) = Abs ("x", T, term_of_dB (T :: Ts) U dBt) | term_of_dB Ts _ dBt = term_of_dB' Ts dBt and term_of_dB' Ts (@{code dB.Var} n) = Bound (@{code integer_of_nat} n) | term_of_dB' Ts (@{code dB.App} (dBt, dBu)) = let val t = term_of_dB' Ts dBt in case fastype_of1 (Ts, t) of Type ("fun", [T, _]) => t $ term_of_dB Ts T dBu | _ => error "term_of_dB: function type expected" end | term_of_dB' _ _ = error "term_of_dB: term not in normal form"; fun typing_of_term Ts e (Bound i) = @{code Var} (e, nat_of_integer i, dBtype_of_typ (nth Ts i)) | typing_of_term Ts e (t $ u) = (case fastype_of1 (Ts, t) of Type ("fun", [T, U]) => @{code App} (e, dB_of_term t, dBtype_of_typ T, dBtype_of_typ U, dB_of_term u, typing_of_term Ts e t, typing_of_term Ts e u) | _ => error "typing_of_term: function type expected") | typing_of_term Ts e (Abs (_, T, t)) = let val dBT = dBtype_of_typ T in @{code Abs} (e, dBT, dB_of_term t, dBtype_of_typ (fastype_of1 (T :: Ts, t)), typing_of_term (T :: Ts) (@{code shift} e @{code "0::nat"} dBT) t) end | typing_of_term _ _ _ = error "typing_of_term: bad term"; fun dummyf _ = error "dummy"; val ct1 = @{cterm "%f. ((%f x. f (f (f x))) ((%f x. f (f (f (f x)))) f))"}; val (dB1, _) = @{code type_NF} (typing_of_term [] dummyf (Thm.term_of ct1)); val ct1' = Thm.cterm_of @{context} (term_of_dB [] (Thm.typ_of_cterm ct1) dB1); val ct2 = @{cterm "%f x. (%x. f x x) ((%x. f x x) ((%x. f x x) ((%x. f x x) ((%x. f x x) ((%x. f x x) x)))))"}; val (dB2, _) = @{code type_NF} (typing_of_term [] dummyf (Thm.term_of ct2)); val ct2' = Thm.cterm_of @{context} (term_of_dB [] (Thm.typ_of_cterm ct2) dB2); ›
end
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