import OAI.Computability.WeisfeilerLeman.Interpreter namespace OAI universe uK namespace WLTime.TypedStack.Program variable {K : Type uK} [DecidableEq K] def reverseInto (a b : K) : Program K := ofCode (Code.transfer a b false) theorem reverseInto_exec (a b : K) (hab : a≠b) (s : Stacks K Bool) : (reverseInto a b).Exec s (5*(s a).length+1) (Function.update (Function.update s a []) b ((s a).reverse++s b)) := ofCode_exec (Code.transfer_exec a b hab false s) def shift (a b : K) : Program K := ofCode (.seq (.pushDyn b (fun v => (v a).getD false)) (.pop a)) theorem shift_exec (a b : K) (hab : a≠b) (s : Stacks K Bool) : (shift a b).Exec s 4 (Function.update (Function.update s b ((s a).headD false::s b)) a (s a).tail) := by apply ofCode_exec have he := Code.Exec.seq (Code.Exec.pushDyn s b (fun v => (v a).getD false)) (Code.Exec.pop _ a) simpa [Function.update_of_ne hab,tops] using he end WLTime.TypedStack.Program namespace WLTime.Universal open TypedStack UnaryPrograms Reg def shiftPair (p : List Bool × List Bool) := (p.1.tail,p.1.headD false::p.2) theorem shiftPair_prefix (xs ys zs : List Bool) : shiftPair^[xs.length] (xs++ys,zs)=(ys,xs.reverse++zs) := by induction xs generalizing zs with | nil => rfl | cons x xs ih => rw [List.length_cons,Function.iterate_succ_apply] change shiftPair^[xs.length] (xs++ys,x::zs)=_ rw [ih,List.reverse_cons,List.append_assoc] rfl def takeDescription : Program Reg := Program.seq (Program.repeatN index (Program.shift search temp)) (Program.reverseInto temp tab) theorem takeDescription_exec (xs ys : List Bool) (s : Stacks Reg Bool) (hs : s search=xs++ys) (hi : s index=numeral xs.length) (ht : s temp=[]) (hb : s tab=[]) : ∃t≤24*xs.length+4,takeDescription.Exec s t (Function.update (Function.update s search ys) tab xs) := by let enc (p : List Bool × List Bool) := Function.update (Function.update s search p.1) temp p.2 have hc (p) : (Program.shift search temp).Exec (enc p) 4 (enc (shiftPair p)) := by have he := Program.shift_exec search temp (by decide) (enc p) convert he using 1 funext r; cases r <;> simp [enc,shiftPair] have hi' : enc (xs++ys,[]) index=numeral xs.length := by simp [enc,hi] obtain ⟨t,htime,he⟩ := Program.repeat_lift index (Program.shift search temp) shiftPair enc 4 xs.length (fun p => ⟨4,le_rfl,hc p⟩) (xs++ys,[]) hi' rw [shiftPair_prefix] at he have hin : enc (xs++ys,[])=s := by funext r; cases r <;> simp [enc,hs,ht] rw [hin] at he have hr := Program.reverseInto_exec temp tab (by decide) (enc (ys,xs.reverse++[])) have hout : Function.update (Function.update (enc (ys,xs.reverse++[])) temp []) tab (((enc (ys,xs.reverse++[])) temp).reverse++enc (ys,xs.reverse++[]) tab)= Function.update (Function.update s search ys) tab xs := by funext r; cases r <;> simp [enc,hb,ht] rw [hout] at hr have hf := Program.seq_exec he hr refine ⟨_,?_,hf⟩ simp only [enc,Function.update_self,List.append_nil,List.length_reverse] omega end WLTime.Universal namespace WLTime.Universal open TypedStack UnaryPrograms Reg def bitValue : Bool → ℕ | false => 1 | true => 2 @[simp] theorem fields_append (xs ys : List ℕ) : fields (xs++ys)=fields xs++fields ys := List.flatMap_append def tapeBody : Program Reg := Program.seq (Program.push right false) <| Program.seq (Program.push right true) <| Program.seq (Program.branch (UnaryPrograms.isTrue temp) (Program.push right true) Program.skip) <| Program.seq (Program.pop temp) (Program.push base true) def tapeLoop : Program Reg := Program.loop (Code.nonempty temp) tapeBody theorem tapeBody_exec (s : Stacks Reg Bool) (b : Bool) (xs : List Bool) (hs : s temp=b::xs) : ∃t≤11,tapeBody.Exec s t (Function.update (Function.update (Function.update s right (tile (bitValue b)++s right)) temp xs) base (true::s base)) := by let a := Function.update s right (false::s right) let c := Function.update a right (true::a right) have h1 := Program.push_exec right false s have h2 := Program.push_exec right true a cases b with | false => have hb := Program.branch_false (p:=Program.push right true) (test:=UnaryPrograms.isTrue temp) (by simp [UnaryPrograms.isTrue,tops,c,a,hs]) (Program.skip_exec c) have h3 := Program.pop_exec temp c have h4 := Program.push_exec base true (Function.update c temp (c temp).tail) have he := Program.seq_exec h1 (Program.seq_exec h2 (Program.seq_exec hb (Program.seq_exec h3 h4))) refine ⟨10,by omega,?_⟩ convert he using 1 <;> try rfl funext r; cases r <;> simp [c,a,tile,bitValue,numeral,hs] | true => have hb := Program.branch_true (q:=Program.skip) (test:=UnaryPrograms.isTrue temp) (by simp [UnaryPrograms.isTrue,tops,c,a,hs]) (Program.push_exec right true c) let d := Function.update c right (true::c right) have h3 := Program.pop_exec temp d have h4 := Program.push_exec base true (Function.update d temp (d temp).tail) have he := Program.seq_exec h1 (Program.seq_exec h2 (Program.seq_exec hb (Program.seq_exec h3 h4))) refine ⟨11,by omega,?_⟩ convert he using 1 <;> try rfl funext r; cases r <;> simp [d,c,a,tile,bitValue,numeral,hs] theorem tapeLoop_exec (xs : List Bool) (s : Stacks Reg Bool) (hs : s temp=xs) : ∃t≤12*xs.length+1,tapeLoop.Exec s t (Function.update (Function.update (Function.update s temp []) right (fields (xs.reverse.map bitValue)++s right)) base (numeral xs.length++s base)) := by induction xs generalizing s with | nil => have he := Program.loop_false (p:=tapeBody) (test:=Code.nonempty temp) (s:=s) (by simp [Code.nonempty,tops,hs]) refine ⟨1,by simp,?_⟩ convert he using 1 <;> try rfl funext r; cases r <;> simp [hs,fields,numeral] | cons b xs ih => let a := Function.update (Function.update (Function.update s right (tile (bitValue b)++s right)) temp xs) base (true::s base) obtain ⟨t,ht,hb⟩ := tapeBody_exec s b xs hs obtain ⟨u,hu,hr⟩ := ih a (by simp [a]) have he := Program.loop_true (test:=Code.nonempty temp) (by simp [Code.nonempty,tops,hs]) hb hr refine ⟨t+u+1,by simp only [List.length_cons]; omega,?_⟩ convert he using 1 <;> try rfl funext r; cases r <;> simp [a,List.reverse_cons,List.map_append,List.append_assoc,tile] rw [numeral_add] simp only [numeral,List.replicate_one,List.append_assoc,List.singleton_append] def inputPrep : Program Reg := Program.seq (Program.copy input search) <| Program.seq (Program.reverseInto input temp) tapeLoop def inputStore (w : List Bool) : Stacks Reg Bool := fun r => if r=input then w else [] def prepared (w : List Bool) : Stacks Reg Bool | .search => w | .base => numeral w.length | .right => fields (w.map bitValue) | _ => [] theorem inputPrep_exec (w : List Bool) : ∃t≤29*w.length+4,inputPrep.Exec (inputStore w) t (prepared w) := by let a := Function.update (inputStore w) search w let b := Function.update (Function.update a input []) temp w.reverse have h1 : (Program.copy input search).Exec (inputStore w) (12*w.length+2) a := by simpa [a,inputStore] using Program.copy_exec input search (by decide) (inputStore w) have h2 : (Program.reverseInto input temp).Exec a (5*w.length+1) b := by simpa [b,a,inputStore] using Program.reverseInto_exec input temp (by decide) a obtain ⟨t,ht,h3⟩ := tapeLoop_exec w.reverse b (by simp [b]) have hout : Function.update (Function.update (Function.update b temp []) right (fields (w.reverse.reverse.map bitValue)++b right)) base (numeral w.reverse.length++b base)=prepared w := by funext r; cases r <;> simp [b,a,inputStore,prepared] rw [hout] at h3 have he := Program.seq_exec h1 (Program.seq_exec h2 h3) refine ⟨_,?_,he⟩ simp only [List.length_reverse] at ht omega end WLTime.Universal namespace WLTime.Universal open TypedStack UnaryPrograms Reg def initialConfig (M : OneTape) (w : List Bool) : Config M := (⟨0,by have := M.states_ge; omega⟩,⟨[],w.map M.toTM.symbol⟩) @[simp] theorem symbol_val (M : OneTape) (b : Bool) : (M.toTM.symbol b).val=bitValue b := by cases b <;> rfl @[simp] theorem map_symbols_val (M : OneTape) (w : List Bool) : (w.map M.toTM.symbol).map Fin.val=w.map bitValue := by simp only [List.map_map,Function.comp_def,symbol_val] def parseProgram : Program Reg := Program.seq (Program.read search index) <| Program.seq takeDescription <| Program.seq (Program.clear search) <| Program.seq (Program.clear index) <| Program.seq (skipField tab) (Program.read tab alpha) def initProgram : Program Reg := Program.seq inputPrep parseProgram theorem parseProgram_exec (M : OneTape) (z : List Bool) : ∃ t ≤ 32*(Diagonal.description M).length+3*z.length+3*M.states+5*M.symbols+15, parseProgram.Exec (prepared (Diagonal.designation M++z)) t (encode M (Diagonal.designation M++z).length (initialConfig M (Diagonal.designation M++z))) := by let ds := Diagonal.description M let w := Diagonal.designation M++z let a := Function.update (Function.update (prepared w) search (ds++z)) index (numeral ds.length) let b := Function.update (Function.update a search z) tab ds let c := Function.update b search [] let d := Function.update c index [] let e := Function.update d tab (Diagonal.unary M.symbols++Diagonal.tableBits (Diagonal.raw M).table) have h1 : (Program.read search index).Exec (prepared w) (5*ds.length+3) a := by simpa [a,prepared,w,Diagonal.designation,unary_tile,List.append_assoc,ds] using Program.read_exec search index (by decide) (prepared w) obtain ⟨t2,ht2,h2⟩ := takeDescription_exec ds z a (by simp [a]) (by simp [a]) (by simp [a,prepared]) (by simp [a,prepared]) change takeDescription.Exec a t2 b at h2 have h3 : (Program.clear search).Exec b (3*z.length+1) c := by simpa [c,b] using Program.clear_exec search b have h4 : (Program.clear index).Exec c (3*ds.length+1) d := by simpa [d,c,b,a] using Program.clear_exec index c have h5 : (skipField tab).Exec d (3*M.states+3) e := by simpa [e,d,c,b,ds,Diagonal.description,Diagonal.Raw.bits,Diagonal.raw, unary_tile,List.append_assoc] using skipField_exec tab d have h6 : (Program.read tab alpha).Exec e (5*M.symbols+3) (Function.update (Function.update e tab (Diagonal.tableBits (Diagonal.raw M).table)) alpha (numeral M.symbols)) := by simpa [e,d,c,b,a,prepared,unary_tile] using Program.read_exec tab alpha (by decide) e have hout : Function.update (Function.update e tab (Diagonal.tableBits (Diagonal.raw M).table)) alpha (numeral M.symbols)=encode M w.length (initialConfig M w) := by funext r; cases r <;> simp [e,d,c,b,a,prepared,encode,store,initialConfig,haltFlag,numeral] exact congrArg fields (map_symbols_val M w).symm rw [hout] at h6 have he := Program.seq_exec h1 (Program.seq_exec h2 (Program.seq_exec h3 (Program.seq_exec h4 (Program.seq_exec h5 h6)))) refine ⟨_,?_,he⟩ dsimp only [ds] at ht2 ⊢ omega theorem initProgram_exec (M : OneTape) (z : List Bool) : ∃ t ≤ 64*(Diagonal.designation M++z).length+3*M.states+5*M.symbols+19, initProgram.Exec (inputStore (Diagonal.designation M++z)) t (encode M (Diagonal.designation M++z).length (initialConfig M (Diagonal.designation M++z))) := by obtain ⟨t,ht,h1⟩ := inputPrep_exec (Diagonal.designation M++z) obtain ⟨u,hu,h2⟩ := parseProgram_exec M z refine ⟨t+u,?_,Program.seq_exec h1 h2⟩ have hd : (Diagonal.description M).length ≤ (Diagonal.designation M++z).length := by simp only [Diagonal.designation,List.length_append] omega have hz : z.length ≤ (Diagonal.designation M++z).length := by simp omega end WLTime.Universal namespace WLTime.Universal open OneTape def Relative (M : OneTape) (C : M.Config ℤ) (c : Config M) : Prop := c.1=C.state ∧ ∀ z,TapePair.contents (zeroSymbol M) c.2 z=C.tape (C.head+z) theorem initial_relative (M : OneTape) (w : List Bool) : Relative M (M.initial w) (initialConfig M w) := by refine ⟨rfl,?_⟩ intro z simp only [TapePair.contents,initialConfig,OneTape.initial,zero_add] change (if z<0 then ([] : List (Fin M.symbols)).getD (-z-1).toNat (zeroSymbol M) else (w.map M.toTM.symbol).getD z.toNat (zeroSymbol M)) = if 0≤z ∧ z.toNat simp only [hp,ite_true,ite_false] theorem iterate_relative (M : OneTape) (w : List Bool) (t : ℕ) : Relative M (M.run lineShift (M.initial w) t) ((next M)^[t] (initialConfig M w)) := by induction t with | zero => exact initial_relative M w | succ t ih => simp only [OneTape.run,Function.iterate_succ_apply'] at * exact next_relative M _ _ ih theorem simulated_state (M : OneTape) (w : List Bool) (t : ℕ) : ((next M)^[t] (initialConfig M w)).1.val=(M.toTM.run w t).state.val := by have h := (iterate_relative M w t).1 have ht := congrArg (fun C : M.toTM.Config => C.state.val) (M.embed_run w t) exact congrArg Fin.val h |>.trans ht end WLTime.Universal namespace WLTime.TypedStack.Program variable {K : Type uK} [DecidableEq K] def inputStacks (k : K) (w : List Bool) : Stacks K Bool := fun j => if j=k then w else [] abbrev FinalState (p : Program K) := p.code.State ⊕ Unit def finalTransition (p : Program K) (answer : Tops K Bool → Bool) : FinalState p → Tops (Fin p.scratch ⊕ K) Bool → Command (Fin p.scratch ⊕ K) Bool (FinalState p) | .inl q,v => Command.redirect Sum.inl (.inr ()) (p.code.transition q v) | .inr _,v => .halt (answer (v ∘ Sum.inr)) def machine (p : Program K) (k : K) (answer : Tops K Bool → Bool) : Machine (Fin p.scratch ⊕ K) Bool (FinalState p) where inputStack := .inr k inputLetter := id initial := .inl p.code.entry transition := finalTransition p answer theorem machine_initial (p : Program K) (k : K) (answer : Tops K Bool → Bool) (w : List Bool) : (p.machine k answer).initialConfig w=⟨.inr (.inl p.code.entry),p.ambient (inputStacks k w)⟩ := by dsimp only [Machine.initialConfig,machine] congr 1 funext j cases j with | inl i => simp [ambient] | inr i => simp [ambient,inputStacks] theorem machine_run (p : Program K) (k : K) (answer : Tops K Bool → Bool) (w : List Bool) {t out} (h : p.Exec (inputStacks k w) t out) : (p.machine k answer).run w (t+1)=⟨.inl (answer (tops out)),p.ambient out⟩ := by have he := (Code.exec_finite h).plug Sum.inl (.inr ()) (fun _ _ => rfl) (Execution.halt (tr:=finalTransition p answer) (q:=.inr ()) (s:=p.ambient out) rfl) rw [Machine.run,machine_initial] exact Execution.iterate (p.machine k answer) he variable [Fintype K] theorem oneTape_correct (p : Program K) (k : K) (answer : Tops K Bool → Bool) (w : List Bool) {t out} (h : p.Exec (inputStacks k w) t out) : (p.machine k answer).compile.oneTape.toTM.halts w ∧ (p.machine k answer).compile.oneTape.toTM.time w ≤ 8*(p.scratch+Fintype.card K+1)*(w.length+t+2)^2 ∧ ((p.machine k answer).compile.oneTape.toTM.accepts w ↔ answer (tops out)=true) := by have hrun := congrArg Config.state (p.machine_run k answer w h) have he := (p.machine k answer).oneTape_correct w (t+1) (answer (tops out)) hrun simpa only [Fintype.card_sum,Fintype.card_fin,show w.length+(t+1)+1=w.length+t+2 by omega] using he end WLTime.TypedStack.Program namespace WLTime.Universal open TypedStack Reg def boundedProgram (s : ℕ) : Program Reg := Program.seq initProgram (steps s) def answer (v : Tops Reg Bool) : Bool := v halt != some false noncomputable def machine (s : ℕ) : OneTape := ((boundedProgram s).machine input answer).compile.oneTape @[simp] theorem haltFlag_answer (q : ℕ) : ((haltFlag q).head? != some false)=decide (q≠1) := by by_cases h1 : q=1 · simp [haltFlag,h1] · by_cases h2 : q=2 <;> simp [haltFlag,h1,h2] theorem boundedProgram_exec (s : ℕ) (M : OneTape) (z : List Bool) (hm : 0 < (Diagonal.designation M++z).length) : ∃ t ≤ 64*(Diagonal.designation M++z).length+3*M.states+5*M.symbols+19+ (stepBound M+18*s)*(Diagonal.designation M++z).length^s, (boundedProgram s).Exec (inputStore (Diagonal.designation M++z)) t (encode M (Diagonal.designation M++z).length ((next M)^[(Diagonal.designation M++z).length^s] (initialConfig M (Diagonal.designation M++z)))) := by obtain ⟨t,ht,h1⟩ := initProgram_exec M z obtain ⟨u,hu,h2⟩ := steps_exec M (Diagonal.designation M++z).length hm s (initialConfig M (Diagonal.designation M++z)) exact ⟨t+u,by omega,Program.seq_exec h1 h2⟩ def timeBound (s : ℕ) (M : OneTape) (m : ℕ) : ℕ := 8*((boundedProgram s).scratch+Fintype.card Reg+1)* (65*m+3*M.states+5*M.symbols+21+(stepBound M+18*s)*m^s)^2 theorem machine_correct (s : ℕ) (M : OneTape) (z : List Bool) (hm : 0 < (Diagonal.designation M++z).length) : (machine s).toTM.halts (Diagonal.designation M++z) ∧ (machine s).toTM.time (Diagonal.designation M++z) ≤ timeBound s M (Diagonal.designation M++z).length ∧ ((machine s).toTM.accepts (Diagonal.designation M++z) ↔ ¬∃ t ≤ (Diagonal.designation M++z).length^s, (M.toTM.run (Diagonal.designation M++z) t).state.val=1) := by let w := Diagonal.designation M++z obtain ⟨t,ht,he⟩ := boundedProgram_exec s M z hm have hc := (boundedProgram s).oneTape_correct input answer w he change (machine s).toTM.halts w ∧ (machine s).toTM.time w ≤ timeBound s M w.length ∧ ((machine s).toTM.accepts w ↔ ¬∃ t ≤ w.length^s, (M.toTM.run w t).state.val=1) refine ⟨hc.1,?_,?_⟩ · apply hc.2.1.trans apply Nat.mul_le_mul_left apply Nat.pow_le_pow_left dsimp only [w] omega · change ((boundedProgram s).machine input answer).compile.oneTape.toTM.accepts w ↔ _ rw [hc.2.2] simp only [answer,tops,encode,store,haltFlag_answer,decide_eq_true_eq] rw [simulated_state] constructor · intro h ⟨u,hu,hacc⟩ exact h (by rw [M.toTM.run_frozen w (Or.inl hacc) hu]; exact hacc) · intro h hacc exact h ⟨w.length^s,le_rfl,hacc⟩ end WLTime.Universal end OAI