import OAI.Computability.BinPacking.Computation.MachineFiniteAlphabet namespace OAI namespace BinPackingGames.Foundations.Complexity.MachineCompare open Turing open BinPackingGames.Reduction.MachineTransfer variable {K Λ σ : Type} [DecidableEq K] abbrev Alphabet (K : Type) : K → Type := fun _ => Bool abbrev State (σ : Type) := σ × Bool × Option Bool × Option Bool def exitAt (exit : Option Λ) : TM2.Stmt (Alphabet K) Λ (State σ) := match exit with | none => .halt | some label => .goto fun _ => label def finish (exit : Option Λ) : TM2.Stmt (Alphabet K) Λ (State σ) := .load (fun state => (state.1, false, none, none)) (exitAt exit) def loop (left right : K) (loopLabel : Λ) (equalExit differentExit : Option Λ) : TM2.Stmt (Alphabet K) Λ (State σ) := .pop left (fun state head => (state.1, state.2.1, head, state.2.2.2)) (.pop right (fun state head => (state.1, state.2.1, state.2.2.1, head)) (.branch (fun state => state.2.2.1.isNone && state.2.2.2.isNone) (.branch (fun state => state.2.1) (finish differentExit) (finish equalExit)) (.load (fun state => (state.1, state.2.1 || decide (state.2.2.1 ≠ state.2.2.2), none, none)) (.goto fun _ => loopLabel)))) def mismatch (flag : Bool) (leftWord rightWord : List Bool) : Bool := flag || decide (leftWord ≠ rightWord) @[simp] theorem mismatch_nil_nil (flag : Bool) : mismatch flag [] [] = flag := by simp [mismatch] @[simp] theorem mismatch_nil_cons (flag head : Bool) (tail : List Bool) : mismatch flag [] (head :: tail) = true := by simp [mismatch] @[simp] theorem mismatch_cons_nil (flag head : Bool) (tail : List Bool) : mismatch flag (head :: tail) [] = true := by simp [mismatch] @[simp] theorem mismatch_true (leftWord rightWord : List Bool) : mismatch true leftWord rightWord = true := by simp [mismatch] theorem mismatch_cons (flag leftHead rightHead : Bool) (leftTail rightTail : List Bool) : mismatch (flag || decide (leftHead ≠ rightHead)) leftTail rightTail = mismatch flag (leftHead :: leftTail) (rightHead :: rightTail) := by cases flag <;> cases leftHead <;> cases rightHead <;> simp [mismatch] @[simp] theorem stepAux_exitAt (exit : Option Λ) (state : State σ) (tapes : K → List Bool) : TM2.stepAux (exitAt exit) state tapes = ⟨exit, state, tapes⟩ := by cases exit <;> rfl @[simp] theorem stepAux_finish (exit : Option Λ) (state : State σ) (tapes : K → List Bool) : TM2.stepAux (finish exit) state tapes = ⟨exit, (state.1, false, none, none), tapes⟩ := by simp [finish, TM2.stepAux] private theorem update_left (left right : K) (distinct : left ≠ right) (base : K → List Bool) (leftWord rightWord replacement : List Bool) : Function.update (tapesAt left right base leftWord rightWord) left replacement = tapesAt left right base replacement rightWord := by funext k by_cases hl : k = left · subst k simp [tapesAt, distinct] · by_cases hr : k = right · subst k simp [tapesAt, Ne.symm distinct] · simp [tapesAt, hl, hr] private theorem update_right (left right : K) (base : K → List Bool) (leftWord rightWord replacement : List Bool) : Function.update (tapesAt left right base leftWord rightWord) right replacement = tapesAt left right base leftWord replacement := by simp [tapesAt] theorem step_empty (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base [] []⟩ = some ⟨if flag then differentExit else equalExit, (ambient, false, none, none), tapesAt left right base [] []⟩ := by change some (TM2.stepAux (program loopLabel) (ambient, flag, leftRegister, rightRegister) (tapesAt left right base [] [])) = _ rw [atLoop] cases flag <;> simp [loop, TM2.stepAux, distinct, update_left, update_right] theorem step_nil_cons (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (head : Bool) (tail : List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base [] (head :: tail)⟩ = some ⟨some loopLabel, (ambient, true, none, none), tapesAt left right base [] tail⟩ := by change some (TM2.stepAux (program loopLabel) (ambient, flag, leftRegister, rightRegister) (tapesAt left right base [] (head :: tail))) = _ rw [atLoop] simp [loop, TM2.stepAux, distinct, update_left, update_right] theorem step_cons_nil (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (head : Bool) (tail : List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base (head :: tail) []⟩ = some ⟨some loopLabel, (ambient, true, none, none), tapesAt left right base tail []⟩ := by change some (TM2.stepAux (program loopLabel) (ambient, flag, leftRegister, rightRegister) (tapesAt left right base (head :: tail) [])) = _ rw [atLoop] simp [loop, TM2.stepAux, distinct, update_left, update_right] theorem step_cons_cons (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (leftHead rightHead : Bool) (leftTail rightTail : List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base (leftHead :: leftTail) (rightHead :: rightTail)⟩ = some ⟨some loopLabel, (ambient, flag || decide (leftHead ≠ rightHead), none, none), tapesAt left right base leftTail rightTail⟩ := by change some (TM2.stepAux (program loopLabel) (ambient, flag, leftRegister, rightRegister) (tapesAt left right base (leftHead :: leftTail) (rightHead :: rightTail))) = _ rw [atLoop] simp [loop, TM2.stepAux, distinct, update_left, update_right] private theorem trace_left_empty (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (rightWord : List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : (MachineComposition.advance (TM2.step program))^[rightWord.length + 1] (some ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base [] rightWord⟩) = some ⟨if mismatch flag [] rightWord then differentExit else equalExit, (ambient, false, none, none), tapesAt left right base [] []⟩ := by induction rightWord generalizing flag leftRegister rightRegister with | nil => simpa only [List.length_nil, Nat.zero_add, Function.iterate_one, MachineComposition.advance_some, mismatch_nil_nil] using step_empty left right distinct loopLabel equalExit differentExit program atLoop base ambient flag leftRegister rightRegister | cons head tail ih => rw [List.length_cons, Function.iterate_succ_apply] change (MachineComposition.advance (TM2.step program))^[tail.length + 1] (TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base [] (head :: tail)⟩) = _ rw [step_nil_cons left right distinct loopLabel equalExit differentExit program atLoop] simpa only [mismatch_true, mismatch_nil_cons] using ih true none none theorem compareTrace_flag (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (leftWord rightWord : List Bool) (ambient : σ) (flag : Bool) (leftRegister rightRegister : Option Bool) : (MachineComposition.advance (TM2.step program))^[max leftWord.length rightWord.length + 1] (some ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base leftWord rightWord⟩) = some ⟨if mismatch flag leftWord rightWord then differentExit else equalExit, (ambient, false, none, none), tapesAt left right base [] []⟩ := by induction leftWord generalizing rightWord flag leftRegister rightRegister with | nil => simpa only [List.length_nil, Nat.zero_max] using trace_left_empty left right distinct loopLabel equalExit differentExit program atLoop base rightWord ambient flag leftRegister rightRegister | cons head tail ih => cases rightWord with | nil => rw [List.length_cons, List.length_nil, Nat.max_zero, Function.iterate_succ_apply] change (MachineComposition.advance (TM2.step program))^[tail.length + 1] (TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base (head :: tail) []⟩) = _ rw [step_cons_nil left right distinct loopLabel equalExit differentExit program atLoop] simpa only [List.length_nil, Nat.max_zero, mismatch_true, mismatch_cons_nil] using ih [] true none none | cons rightHead rightTail => rw [List.length_cons, List.length_cons, Nat.succ_max_succ, Function.iterate_succ_apply] change (MachineComposition.advance (TM2.step program))^[max tail.length rightTail.length + 1] (TM2.step program ⟨some loopLabel, (ambient, flag, leftRegister, rightRegister), tapesAt left right base (head :: tail) (rightHead :: rightTail)⟩) = _ rw [step_cons_cons left right distinct loopLabel equalExit differentExit program atLoop] simpa only [mismatch_cons] using ih rightTail (flag || decide (head ≠ rightHead)) none none theorem compareTrace (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (leftWord rightWord : List Bool) (ambient : σ) (leftRegister rightRegister : Option Bool) : (MachineComposition.advance (TM2.step program))^[max leftWord.length rightWord.length + 1] (some ⟨some loopLabel, (ambient, false, leftRegister, rightRegister), tapesAt left right base leftWord rightWord⟩) = some ⟨if leftWord = rightWord then equalExit else differentExit, (ambient, false, none, none), tapesAt left right base [] []⟩ := by have h := compareTrace_flag left right distinct loopLabel equalExit differentExit program atLoop base leftWord rightWord ambient false leftRegister rightRegister by_cases heq : leftWord = rightWord <;> simpa [mismatch, heq] using h theorem compareTrace_fromTapes (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (ambient : σ) (leftRegister rightRegister : Option Bool) : (MachineComposition.advance (TM2.step program))^[max (base left).length (base right).length + 1] (some ⟨some loopLabel, (ambient, false, leftRegister, rightRegister), base⟩) = some ⟨if base left = base right then equalExit else differentExit, (ambient, false, none, none), tapesAt left right base [] []⟩ := by simpa only [tapesAt_self] using compareTrace left right distinct loopLabel equalExit differentExit program atLoop base (base left) (base right) ambient leftRegister rightRegister theorem drained_other (left right k : K) (notLeft : k ≠ left) (notRight : k ≠ right) (base : K → List Bool) : tapesAt left right base [] [] k = base k := tapesAt_other left right k notLeft notRight base [] [] def compareInTime (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (ambient : σ) (leftRegister rightRegister : Option Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some loopLabel, (ambient, false, leftRegister, rightRegister), base⟩ (some ⟨if base left = base right then equalExit else differentExit, (ambient, false, none, none), tapesAt left right base [] []⟩) (max (base left).length (base right).length + 1) where steps := max (base left).length (base right).length + 1 evals_in_steps := compareTrace_fromTapes left right distinct loopLabel equalExit differentExit program atLoop base ambient leftRegister rightRegister steps_le_m := Nat.le_refl _ @[simp] theorem compareInTime_steps (left right : K) (distinct : left ≠ right) (loopLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (Alphabet K) Λ (State σ)) (atLoop : program loopLabel = loop left right loopLabel equalExit differentExit) (base : K → List Bool) (ambient : σ) (leftRegister rightRegister : Option Bool) : (compareInTime left right distinct loopLabel equalExit differentExit program atLoop base ambient leftRegister rightRegister).steps = max (base left).length (base right).length + 1 := rfl end BinPackingGames.Foundations.Complexity.MachineCompare namespace BinPackingGames.Foundations.Complexity.MachineFieldProfile open Turing abbrev Profile (q : Nat) := Fin q → Fin q → Bool def equalityProfile {q : Nat} (words : Fin q → List Bool) : Profile q := fun i j => decide (words i = words j) theorem equalityProfile_encodeWord {q : Nat} (names : Fin q → Nat) (i j : Fin q) : equalityProfile (fun k => encodeWord (names k)) i j = decide (names i = names j) := by have h : encodeWord (names i) = encodeWord (names j) ↔ names i = names j := by constructor · intro heq have hh := congrArg List.length heq simpa only [encodeWord_length, Nat.add_right_cancel_iff] using hh · rintro heq rw [heq] simp only [equalityProfile, h] section Transport variable {K Λ σ τ : Type} [DecidableEq K] omit [DecidableEq K] in theorem statement_roundtrip (e : σ ≃ τ) (q : TM2.Stmt (fun _ : K => Bool) Λ τ) : MachineControl.statement id e (MachineControl.statement id e.symm q) = q := by induction q <;> simp_all [MachineControl.statement] def copyStateEquiv (σ : Type) : ((σ × Bool × Option Bool) × Option Bool) ≃ MachineCompare.State σ where toFun s := (s.1.1, s.1.2.1, s.1.2.2, s.2) invFun s := ((s.1, s.2.1, s.2.2.1), s.2.2.2) left_inv _ := rfl right_inv _ := rfl def normalState (ambient : σ) : MachineCompare.State σ := (ambient, false, none, none) def copyStatement (q : TM2.Stmt (fun _ : K => Bool) Λ ((σ × Bool × Option Bool) × Option Bool)) : TM2.Stmt (fun _ : K => Bool) Λ (MachineCompare.State σ) := MachineControl.statement id (copyStateEquiv σ) q def copyInCompareState (source destination scratch : K) (hSD : source ≠ destination) (hST : source ≠ scratch) (hDT : destination ≠ scratch) (firstLabel secondLabel : Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (MachineCompare.State σ)) (atFirst : program firstLabel = copyStatement (Reduction.MachineTransfer.loopAt source scratch id false firstLabel (some secondLabel))) (atSecond : program secondLabel = copyStatement (MachineCopy.forkLoop scratch source destination false secondLabel exit)) (base : K → List Bool) (hScratch : base scratch = []) (ambient : σ) : StateTransition.EvalsToInTime (TM2.step program) ⟨some firstLabel, normalState ambient, base⟩ (some ⟨exit, normalState ambient, Function.update base destination (base source ++ base destination)⟩) (2 * ((base source).length + 1)) := by let e := copyStateEquiv σ let view := MachineControl.program (Equiv.refl Λ) e.symm program have hfirst : view firstLabel = Reduction.MachineTransfer.loopAt source scratch id false firstLabel (some secondLabel) := by dsimp [view, MachineControl.program] rw [atFirst] exact statement_roundtrip e.symm _ have hsecond : view secondLabel = MachineCopy.forkLoop scratch source destination false secondLabel exit := by dsimp [view, MachineControl.program] rw [atSecond] exact statement_roundtrip e.symm _ let run := MachineCopy.copyInTime source destination scratch hSD hST hDT false firstLabel secondLabel exit view hfirst hsecond base hScratch (ambient, false, none) none have hprogram : MachineControl.program (Equiv.refl Λ) e view = program := by funext label exact statement_roundtrip e (program label) have hsim (a b : TM2.Cfg (fun _ : K => Bool) Λ ((σ × Bool × Option Bool) × Option Bool)) (hab : TM2.step view a = some b) : TM2.step program (MachineControl.configuration id e a) = some (MachineControl.configuration id e b) := by have hh := MachineControl.step_simulation (Equiv.refl Λ) e view a rw [hprogram, hab] at hh exact hh have lifted := MachineComposition.liftExecutionInTime (TM2.step view) (TM2.step program) (MachineControl.configuration id e) hsim run simpa [MachineControl.configuration, copyStateEquiv, normalState, e] using lifted end Transport section PreservedComparison variable {K Λ σ : Type} [DecidableEq K] def nonDestructiveCompareInTime (left right workLeft workRight scratch : K) (hleft : left ≠ workLeft ∧ left ≠ workRight ∧ left ≠ scratch) (hright : right ≠ workLeft ∧ right ≠ workRight ∧ right ≠ scratch) (hwork : workLeft ≠ workRight ∧ workLeft ≠ scratch ∧ workRight ≠ scratch) (leftFirst leftSecond rightFirst rightSecond compareLabel : Λ) (equalExit differentExit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (MachineCompare.State σ)) (atLeftFirst : program leftFirst = copyStatement (Reduction.MachineTransfer.loopAt left scratch id false leftFirst (some leftSecond))) (atLeftSecond : program leftSecond = copyStatement (MachineCopy.forkLoop scratch left workLeft false leftSecond (some rightFirst))) (atRightFirst : program rightFirst = copyStatement (Reduction.MachineTransfer.loopAt right scratch id false rightFirst (some rightSecond))) (atRightSecond : program rightSecond = copyStatement (MachineCopy.forkLoop scratch right workRight false rightSecond (some compareLabel))) (atCompare : program compareLabel = MachineCompare.loop workLeft workRight compareLabel equalExit differentExit) (base : K → List Bool) (hWL : base workLeft = []) (hWR : base workRight = []) (hScratch : base scratch = []) (ambient : σ) : StateTransition.EvalsToInTime (TM2.step program) ⟨some leftFirst, normalState ambient, base⟩ (some ⟨if base left = base right then equalExit else differentExit, normalState ambient, base⟩) (2 * ((base left).length + 1) + 2 * ((base right).length + 1) + max (base left).length (base right).length + 1) := by let t₁ := Function.update base workLeft (base left) let t₂ := Function.update t₁ workRight (base right) have h₁ := copyInCompareState left workLeft scratch hleft.1 hleft.2.2 hwork.2.1 leftFirst leftSecond (some rightFirst) program atLeftFirst atLeftSecond base hScratch ambient simp only [hWL, List.append_nil] at h₁ have hSR : t₁ right = base right := by simp [t₁, hright.1] have hDR : t₁ workRight = [] := by simp [t₁, Ne.symm hwork.1, hWR] have hTR : t₁ scratch = [] := by simp [t₁, Ne.symm hwork.2.1, hScratch] have h₂ := copyInCompareState right workRight scratch hright.2.1 hright.2.2 hwork.2.2 rightFirst rightSecond (some compareLabel) program atRightFirst atRightSecond t₁ hTR ambient rw [hSR, hDR] at h₂ simp only [List.append_nil] at h₂ have hL : t₂ workLeft = base left := by simp [t₂, t₁, hwork.1] have hR : t₂ workRight = base right := by simp [t₂] have hrestore : Reduction.MachineTransfer.tapesAt workLeft workRight t₂ [] [] = base := by funext p by_cases hl : p = workLeft · subst p simp [Reduction.MachineTransfer.tapesAt, hwork.1, hWL] · by_cases hr : p = workRight · subst p simp [Reduction.MachineTransfer.tapesAt, hWR] · simp [Reduction.MachineTransfer.tapesAt, t₂, t₁, hl, hr] have h₃ := MachineCompare.compareInTime workLeft workRight hwork.1 compareLabel equalExit differentExit program atCompare t₂ ambient none none rw [hL, hR, hrestore] at h₃ let h₁₂ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ h₁ h₂ let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ h₁₂ h₃ exact { toEvalsTo := run.toEvalsTo, steps_le_m := by have h := run.steps_le_m; omega } end PreservedComparison def setEntry {q : Nat} (profile : Profile q) (pair : Fin q × Fin q) (bit : Bool) : Profile q := Function.update profile pair.1 (Function.update (profile pair.1) pair.2 bit) theorem setEntry_apply {q : Nat} (profile : Profile q) (pair : Fin q × Fin q) (bit : Bool) (i j : Fin q) : setEntry profile pair bit i j = if (i, j) = pair then bit else profile i j := by rcases pair with ⟨a, b⟩ by_cases hi : i = a <;> by_cases hj : j = b <;> simp [setEntry, hi, hj] def setExpected {q : Nat} (words : Fin q → List Bool) (profile : Profile q) (pair : Fin q × Fin q) : Profile q := setEntry profile pair (equalityProfile words pair.1 pair.2) def foldProfile {q : Nat} (words : Fin q → List Bool) (initial : Profile q) (cells : List (Fin q × Fin q)) : Profile q := cells.foldl (setExpected words) initial theorem foldProfile_apply {q : Nat} (words : Fin q → List Bool) (initial : Profile q) (cells : List (Fin q × Fin q)) (i j : Fin q) : foldProfile words initial cells i j = if (i, j) ∈ cells then equalityProfile words i j else initial i j := by induction cells generalizing initial with | nil => rfl | cons pair rest ih => change foldProfile words (setExpected words initial pair) rest i j = _ rw [ih] by_cases hrest : (i, j) ∈ rest · simp [hrest] · by_cases hpair : (i, j) = pair · subst pair simp [hrest, setExpected, setEntry_apply] · simp [hrest, hpair, setExpected, setEntry_apply] abbrev Tape (q : Nat) := Fin q ⊕ Fin 3 abbrev Label {q : Nat} (cells : List (Fin q × Fin q)) := Fin (cells.length + 1) × Fin 7 def labelAt {q : Nat} (cells : List (Fin q × Fin q)) (r : Nat) (phase : Fin 7) : Label cells := (⟨min r cells.length, by omega⟩, phase) def storePair {q : Nat} (pair : Fin q × Fin q) (bit : Bool) {Λ : Type} (nextLabel : Λ) : TM2.Stmt (fun _ : Tape q => Bool) Λ (MachineCompare.State (Profile q)) := .load (fun state => normalState (setEntry state.1 pair bit)) (.goto fun _ => nextLabel) def profileProgram {q : Nat} (cells : List (Fin q × Fin q)) (label : Label cells) : TM2.Stmt (fun _ : Tape q => Bool) (Label cells) (MachineCompare.State (Profile q)) := if h : label.1.val < cells.length then let pair := cells[label.1.val] let r := label.1.val match label.2.val with | 0 => copyStatement (Reduction.MachineTransfer.loopAt (.inl pair.1) (.inr 2) id false (labelAt cells r 0) (some (labelAt cells r 1))) | 1 => copyStatement (MachineCopy.forkLoop (.inr 2) (.inl pair.1) (.inr 0) false (labelAt cells r 1) (some (labelAt cells r 2))) | 2 => copyStatement (Reduction.MachineTransfer.loopAt (.inl pair.2) (.inr 2) id false (labelAt cells r 2) (some (labelAt cells r 3))) | 3 => copyStatement (MachineCopy.forkLoop (.inr 2) (.inl pair.2) (.inr 1) false (labelAt cells r 3) (some (labelAt cells r 4))) | 4 => MachineCompare.loop (.inr 0) (.inr 1) (labelAt cells r 4) (some (labelAt cells r 5)) (some (labelAt cells r 6)) | 5 => storePair pair true (labelAt cells (r + 1) 0) | _ => storePair pair false (labelAt cells (r + 1) 0) else .halt def pairTime {q : Nat} (words : Fin q → List Bool) (pair : Fin q × Fin q) : Nat := 2 * ((words pair.1).length + 1) + 2 * ((words pair.2).length + 1) + max (words pair.1).length (words pair.2).length + 2 def prefixProfile {q : Nat} (words : Fin q → List Bool) (initial : Profile q) (cells : List (Fin q × Fin q)) (r : Nat) : Profile q := foldProfile words initial (cells.take r) def prefixTime {q : Nat} (words : Fin q → List Bool) (cells : List (Fin q × Fin q)) (r : Nat) : Nat := ((cells.take r).map (pairTime words)).sum theorem prefixProfile_succ {q : Nat} (words : Fin q → List Bool) (initial : Profile q) (cells : List (Fin q × Fin q)) (r : Nat) (hr : r < cells.length) : prefixProfile words initial cells (r + 1) = setExpected words (prefixProfile words initial cells r) cells[r] := by unfold prefixProfile foldProfile rw [List.take_succ_eq_append_getElem hr, List.foldl_append] rfl theorem prefixTime_succ {q : Nat} (words : Fin q → List Bool) (cells : List (Fin q × Fin q)) (r : Nat) (hr : r < cells.length) : prefixTime words cells (r + 1) = prefixTime words cells r + pairTime words cells[r] := by unfold prefixTime rw [List.take_succ_eq_append_getElem hr, List.map_append, List.sum_append] rfl def stageInTime {q : Nat} (cells : List (Fin q × Fin q)) (r : Nat) (hr : r < cells.length) (base : Tape q → List Bool) (hwork : ∀ w : Fin 3, base (.inr w) = []) (profile : Profile q) : StateTransition.EvalsToInTime (TM2.step (profileProgram cells)) ⟨some (labelAt cells r 0), normalState profile, base⟩ (some ⟨some (labelAt cells (r + 1) 0), normalState (setExpected (fun i => base (.inl i)) profile cells[r]), base⟩) (pairTime (fun i => base (.inl i)) cells[r]) := by let pair := cells[r] have copied := nonDestructiveCompareInTime (.inl pair.1) (.inl pair.2) (.inr 0 : Tape q) (.inr 1) (.inr 2) (by simp) (by simp) (by simp) (labelAt cells r 0) (labelAt cells r 1) (labelAt cells r 2) (labelAt cells r 3) (labelAt cells r 4) (some (labelAt cells r 5)) (some (labelAt cells r 6)) (profileProgram cells) (by simp [profileProgram, labelAt, Nat.min_eq_left hr.le, hr, pair]) (by simp [profileProgram, labelAt, Nat.min_eq_left hr.le, hr, pair]) (by simp [profileProgram, labelAt, Nat.min_eq_left hr.le, hr, pair]) (by simp [profileProgram, labelAt, Nat.min_eq_left hr.le, hr, pair]) (by simp [profileProgram, labelAt, Nat.min_eq_left hr.le, hr]) base (hwork 0) (hwork 1) (hwork 2) profile have stored : StateTransition.EvalsToInTime (TM2.step (profileProgram cells)) ⟨if base (.inl pair.1) = base (.inl pair.2) then some (labelAt cells r 5) else some (labelAt cells r 6), normalState profile, base⟩ (some ⟨some (labelAt cells (r + 1) 0), normalState (setExpected (fun i => base (.inl i)) profile pair), base⟩) 1 := { steps := 1 evals_in_steps := by change TM2.step (profileProgram cells) ⟨if base (.inl pair.1) = base (.inl pair.2) then some (labelAt cells r 5) else some (labelAt cells r 6), normalState profile, base⟩ = _ by_cases heq : base (.inl pair.1) = base (.inl pair.2) · simp [heq, TM2.step, profileProgram, labelAt, Nat.min_eq_left hr.le, hr, storePair, TM2.stepAux, normalState, setExpected, equalityProfile, pair] · simp [heq, TM2.step, profileProgram, labelAt, Nat.min_eq_left hr.le, hr, storePair, TM2.stepAux, normalState, setExpected, equalityProfile, pair] steps_le_m := Nat.le_refl _ } let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ copied stored refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } have h := run.steps_le_m dsimp only [pair] at h dsimp only [pairTime] omega def prefixInTime {q : Nat} (cells : List (Fin q × Fin q)) (base : Tape q → List Bool) (hwork : ∀ w : Fin 3, base (.inr w) = []) (initial : Profile q) (r : Nat) (hr : r ≤ cells.length) : StateTransition.EvalsToInTime (TM2.step (profileProgram cells)) ⟨some (labelAt cells 0 0), normalState initial, base⟩ (some ⟨some (labelAt cells r 0), normalState (prefixProfile (fun i => base (.inl i)) initial cells r), base⟩) (prefixTime (fun i => base (.inl i)) cells r) := by induction r with | zero => exact { steps := 0, evals_in_steps := rfl, steps_le_m := Nat.le_refl _ } | succ r ih => have hrl : r < cells.length := by omega let first := ih (by omega) let second := stageInTime cells r hrl base hwork (prefixProfile (fun i => base (.inl i)) initial cells r) let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first second rw [prefixProfile_succ _ _ _ _ hrl, prefixTime_succ _ _ _ hrl] exact { toEvalsTo := run.toEvalsTo, steps_le_m := by have h := run.steps_le_m; omega } def allPairs (q : Nat) : List (Fin q × Fin q) := (List.finRange q).flatMap fun i => (List.finRange q).map fun j => (i, j) theorem mem_allPairs {q : Nat} (i j : Fin q) : (i, j) ∈ allPairs q := by simp [allPairs] theorem length_allPairs (q : Nat) : (allPairs q).length = q * q := by simp [allPairs, List.length_flatMap] theorem foldProfile_allPairs {q : Nat} (words : Fin q → List Bool) (initial : Profile q) : foldProfile words initial (allPairs q) = equalityProfile words := by funext i j simp [foldProfile_apply, mem_allPairs] def profileMachine (q : Nat) : FinTM2 where K := Tape q k₀ := .inr 0 k₁ := .inr 0 Γ _ := Bool Λ := Label (allPairs q) main := labelAt (allPairs q) 0 0 σ := MachineCompare.State (Profile q) initialState := normalState (fun _ _ => false) m := profileProgram (allPairs q) def profileInTime (q : Nat) (base : Tape q → List Bool) (hwork : ∀ w : Fin 3, base (.inr w) = []) (initial : Profile q) : StateTransition.EvalsToInTime (profileMachine q).step ⟨some (labelAt (allPairs q) 0 0), normalState initial, base⟩ (some ⟨none, normalState (equalityProfile (fun i => base (.inl i))), base⟩) (((allPairs q).map (pairTime (fun i => base (.inl i)))).sum + 1) := by let cells := allPairs q have first := prefixInTime cells base hwork initial cells.length (Nat.le_refl _) have last : StateTransition.EvalsToInTime (TM2.step (profileProgram cells)) ⟨some (labelAt cells cells.length 0), normalState (prefixProfile (fun i => base (.inl i)) initial cells cells.length), base⟩ (some ⟨none, normalState (equalityProfile (fun i => base (.inl i))), base⟩) 1 := { steps := 1 evals_in_steps := by change TM2.step (profileProgram cells) ⟨some (labelAt cells cells.length 0), normalState (prefixProfile (fun i => base (.inl i)) initial cells cells.length), base⟩ = _ simp [TM2.step, profileProgram, labelAt, TM2.stepAux, prefixProfile, cells, foldProfile_allPairs] steps_le_m := Nat.le_refl _ } let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first last refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } have h := run.steps_le_m simpa [prefixTime, cells, Nat.add_comm] using h theorem pairTime_le {q : Nat} (words : Fin q → List Bool) (L : Nat) (hL : ∀ i, (words i).length ≤ L) (pair : Fin q × Fin q) : pairTime words pair ≤ 5 * L + 6 := by have hi := hL pair.1 have hj := hL pair.2 have hm := max_le hi hj dsimp only [pairTime] omega theorem totalTime_le {q : Nat} (words : Fin q → List Bool) (L : Nat) (hL : ∀ i, (words i).length ≤ L) (cells : List (Fin q × Fin q)) : (cells.map (pairTime words)).sum ≤ cells.length * (5 * L + 6) := by induction cells with | nil => simp | cons pair rest ih => have hp := pairTime_le words L hL pair simp only [List.map_cons, List.sum_cons, List.length_cons, Nat.add_mul, Nat.one_mul] omega def profileInTime_bounded (q : Nat) (base : Tape q → List Bool) (hwork : ∀ w : Fin 3, base (.inr w) = []) (initial : Profile q) (L : Nat) (hL : ∀ i, (base (.inl i)).length ≤ L) : StateTransition.EvalsToInTime (profileMachine q).step ⟨some (labelAt (allPairs q) 0 0), normalState initial, base⟩ (some ⟨none, normalState (equalityProfile (fun i => base (.inl i))), base⟩) (q * q * (5 * L + 6) + 1) := by let run := profileInTime q base hwork initial refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } apply run.steps_le_m.trans apply Nat.add_le_add_right simpa only [length_allPairs] using totalTime_le (fun i => base (.inl i)) L hL (allPairs q) end BinPackingGames.Foundations.Complexity.MachineFieldProfile namespace BinPackingGames.Foundations.Complexity.MachineUnaryEqualityBit open Turing open MachineComposition variable {K Λ A : Type} [DecidableEq K] abbrev Alphabet (_ : K) := Bool abbrev State (A : Type) := (A × Bool × Option Bool) × Option Bool def clean (ambient : A) : State A := ((ambient, false, none), none) def compareStateEquiv (A : Type) : MachineCompare.State A ≃ State A where toFun s := ((s.1, s.2.1, s.2.2.1), s.2.2.2) invFun s := (s.1.1, s.1.2.1, s.1.2.2, s.2) left_inv := by rintro ⟨a, b, c, d⟩; rfl right_inv := by rintro ⟨⟨a, b, c⟩, d⟩; rfl inductive Label | seedLeft | scanLeft | restoreLeft | seedRight | scanRight | restoreRight | compare | equal | different deriving DecidableEq protected abbrev Label.enumList : List Label := [.seedLeft, .scanLeft, .restoreLeft, .seedRight, .scanRight, .restoreRight, .compare, .equal, .different] protected theorem Label.enumList_getElem?_ctorIdx_eq (x : Label) : Label.enumList[x.ctorIdx]? = some x := by cases x <;> rfl protected theorem Label.enumList_nodup : Label.enumList.Nodup := by decide instance : Fintype Label where elems := ⟨Label.enumList, Label.enumList_nodup⟩ complete x := by cases x <;> decide def exitAt (exit : Option Λ) : TM2.Stmt (Alphabet (K := K)) Λ (State A) := match exit with | none => .halt | some label => .goto fun _ => label def bitEncoding (bit : Bool) : List Bool := encodeWord (if bit then 1 else 0) def emit (destination : K) (bit : Bool) (exit : Option Λ) : TM2.Stmt (Alphabet (K := K)) Λ (State A) := .push destination (fun _ => false) (if bit then .push destination (fun _ => true) (exitAt exit) else exitAt exit) def instruction (tape : Fin 6 → K) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt (Alphabet (K := K)) Λ (State A) | .seedLeft => MachineUnaryAffineAt.seed (tape 2) 0 (labels .scanLeft) | .scanLeft => MachineUnaryAffineAt.scan (tape 0) (tape 4) (tape 2) 1 (labels .scanLeft) (labels .restoreLeft) | .restoreLeft => Reduction.MachineTransfer.loopAt (tape 4) (tape 0) id false (labels .restoreLeft) (some (labels .seedRight)) | .seedRight => MachineUnaryAffineAt.seed (tape 3) 0 (labels .scanRight) | .scanRight => MachineUnaryAffineAt.scan (tape 1) (tape 4) (tape 3) 1 (labels .scanRight) (labels .restoreRight) | .restoreRight => Reduction.MachineTransfer.loopAt (tape 4) (tape 1) id false (labels .restoreRight) (some (labels .compare)) | .compare => MachineStateEquiv.statement (compareStateEquiv A) (MachineCompare.loop (tape 2) (tape 3) (labels .compare) (some (labels .equal)) (some (labels .different))) | .equal => emit (tape 5) true exit | .different => emit (tape 5) false exit def copySteps (n : Nat) : Nat := 2 * (n + 1) + 1 def compareSteps (a b : Nat) : Nat := max (a + 1) (b + 1) + 1 def steps (a b : Nat) : Nat := copySteps a + copySteps b + compareSteps a b + 1 theorem steps_le (a b : Nat) : steps a b ≤ 3 * (a + b) + 9 := by unfold steps copySteps compareSteps omega theorem encodeWord_eq_iff (a b : Nat) : encodeWord a = encodeWord b ↔ a = b := by constructor · intro h have hlength := congrArg List.length h simp only [encodeWord_length] at hlength omega · rintro rfl rfl theorem emit_step (destination : K) (bit : Bool) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (State A)) (label : Λ) (atEmit : program label = emit destination bit exit) (state : State A) (base : K → List Bool) : TM2.step program ⟨some label, state, base⟩ = some ⟨exit, state, Function.update base destination (bitEncoding bit ++ base destination)⟩ := by change some (TM2.stepAux (program label) state base) = _ rw [atEmit] cases bit <;> cases exit <;> simp [emit, exitAt, TM2.stepAux, bitEncoding, encodeWord, Function.update_idem] private theorem joinTrace {X : Type*} {f : X → X} {a b c : X} {n m : Nat} (first : f^[n] a = b) (second : f^[m] b = c) : f^[n + m] a = c := by rw [Nat.add_comm, Function.iterate_add_apply, first, second] theorem equalityTrace (tape : Fin 6 → K) (distinct : Function.Injective tape) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (State A)) (atLabels : ∀ l, program (labels l) = instruction tape labels exit l) (base : K → List Bool) (a b : Nat) (leftSuffix rightSuffix : List Bool) (leftWord : base (tape 0) = encodeWord a ++ leftSuffix) (rightWord : base (tape 1) = encodeWord b ++ rightSuffix) (leftEmpty : base (tape 2) = []) (rightEmpty : base (tape 3) = []) (scratchEmpty : base (tape 4) = []) (ambient : A) : (advance (TM2.step program))^[steps a b] (some ⟨some (labels .seedLeft), clean ambient, base⟩) = some ⟨exit, clean ambient, Function.update base (tape 5) (bitEncoding (decide (a = b)) ++ base (tape 5))⟩ := by have hd (i j : Fin 6) (hne : i ≠ j) : tape i ≠ tape j := fun h => hne (distinct h) let midLeft := Function.update base (tape 2) (encodeWord a) let midBoth := Function.update midLeft (tape 3) (encodeWord b) have leftRun : (advance (TM2.step program))^[copySteps a] (some ⟨some (labels .seedLeft), clean ambient, base⟩) = some ⟨some (labels .seedRight), clean ambient, midLeft⟩ := by simpa only [copySteps, clean, midLeft, Nat.one_mul, Nat.add_zero, leftEmpty, List.append_nil] using MachineUnaryAffineAt.seededAffineTrace (tape 0) (tape 4) (tape 2) (hd 0 4 (by decide)) (hd 0 2 (by decide)) (hd 4 2 (by decide)) 1 0 (labels .seedLeft) (labels .scanLeft) (labels .restoreLeft) (some (labels .seedRight)) program (atLabels .seedLeft) (atLabels .scanLeft) (atLabels .restoreLeft) base a leftSuffix leftWord scratchEmpty (ambient, false, none) none have rightSource : midLeft (tape 1) = encodeWord b ++ rightSuffix := by simpa [midLeft, hd 1 2 (by decide)] using rightWord have scratchAfterLeft : midLeft (tape 4) = [] := by simpa [midLeft, hd 4 2 (by decide)] using scratchEmpty have rightCopyAfterLeft : midLeft (tape 3) = [] := by simpa [midLeft, hd 3 2 (by decide)] using rightEmpty have rightRun : (advance (TM2.step program))^[copySteps b] (some ⟨some (labels .seedRight), clean ambient, midLeft⟩) = some ⟨some (labels .compare), clean ambient, midBoth⟩ := by simpa only [copySteps, clean, midBoth, Nat.one_mul, Nat.add_zero, rightCopyAfterLeft, List.append_nil] using MachineUnaryAffineAt.seededAffineTrace (tape 1) (tape 4) (tape 3) (hd 1 4 (by decide)) (hd 1 3 (by decide)) (hd 4 3 (by decide)) 1 0 (labels .seedRight) (labels .scanRight) (labels .restoreRight) (some (labels .compare)) program (atLabels .seedRight) (atLabels .scanRight) (atLabels .restoreRight) midLeft b rightSuffix rightSource scratchAfterLeft (ambient, false, none) none have copyLeftWord : midBoth (tape 2) = encodeWord a := by simp [midBoth, midLeft, hd 2 3 (by decide)] have copyRightWord : midBoth (tape 3) = encodeWord b := by simp [midBoth] have restored : Reduction.MachineTransfer.tapesAt (tape 2) (tape 3) midBoth [] [] = base := by funext k by_cases hl : k = tape 2 · subst k simp [Reduction.MachineTransfer.tapesAt, midBoth, midLeft, hd 2 3 (by decide), leftEmpty] · by_cases hr : k = tape 3 · subst k simp [Reduction.MachineTransfer.tapesAt, midBoth, midLeft, rightEmpty] · simp [Reduction.MachineTransfer.tapesAt, midBoth, midLeft, hl, hr] let back := MachineStateEquiv.program (compareStateEquiv A).symm program have atCompare : back (labels .compare) = MachineCompare.loop (tape 2) (tape 3) (labels .compare) (some (labels .equal)) (some (labels .different)) := by change MachineStateEquiv.statement (compareStateEquiv A).symm (program (labels .compare)) = _ rw [atLabels .compare] exact MachineStateEquiv.statement_symm_statement (compareStateEquiv A) _ have backForward : MachineStateEquiv.program (compareStateEquiv A) back = program := by funext l change MachineStateEquiv.statement (compareStateEquiv A) (MachineStateEquiv.statement (compareStateEquiv A).symm (program l)) = program l simpa only [Equiv.symm_symm] using MachineStateEquiv.statement_symm_statement (compareStateEquiv A).symm (program l) have compareRun : (advance (TM2.step program))^[compareSteps a b] (some ⟨some (labels .compare), clean ambient, midBoth⟩) = some ⟨if a = b then some (labels .equal) else some (labels .different), clean ambient, base⟩ := by have native := MachineCompare.compareTrace_fromTapes (tape 2) (tape 3) (hd 2 3 (by decide)) (labels .compare) (some (labels .equal)) (some (labels .different)) back atCompare midBoth ambient none none rw [copyLeftWord, copyRightWord, restored] at native simp only [encodeWord_eq_iff, encodeWord_length] at native have transported := MachineStateEquiv.trace (compareStateEquiv A) back _ _ _ native rw [backForward] at transported simpa [MachineStateEquiv.configuration, compareStateEquiv, clean, compareSteps] using transported have emitRun : TM2.step program ⟨if a = b then some (labels .equal) else some (labels .different), clean ambient, base⟩ = some ⟨exit, clean ambient, Function.update base (tape 5) (bitEncoding (decide (a = b)) ++ base (tape 5))⟩ := by by_cases heq : a = b · simpa only [heq, ite_true, decide_true] using emit_step (tape 5) true exit program (labels .equal) (atLabels .equal) (clean ambient) base · simpa only [heq, ite_false, decide_false] using emit_step (tape 5) false exit program (labels .different) (atLabels .different) (clean ambient) base have copied := joinTrace leftRun rightRun have compared := joinTrace copied compareRun rw [steps, Function.iterate_succ_apply', compared, advance_some] exact emitRun def equalityInTime (tape : Fin 6 → K) (distinct : Function.Injective tape) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (Alphabet (K := K)) Λ (State A)) (atLabels : ∀ l, program (labels l) = instruction tape labels exit l) (base : K → List Bool) (a b : Nat) (leftSuffix rightSuffix : List Bool) (leftWord : base (tape 0) = encodeWord a ++ leftSuffix) (rightWord : base (tape 1) = encodeWord b ++ rightSuffix) (leftEmpty : base (tape 2) = []) (rightEmpty : base (tape 3) = []) (scratchEmpty : base (tape 4) = []) (ambient : A) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labels .seedLeft), clean ambient, base⟩ (some ⟨exit, clean ambient, Function.update base (tape 5) (bitEncoding (decide (a = b)) ++ base (tape 5))⟩) (3 * (a + b) + 9) where steps := steps a b evals_in_steps := equalityTrace tape distinct labels exit program atLabels base a b leftSuffix rightSuffix leftWord rightWord leftEmpty rightEmpty scratchEmpty ambient steps_le_m := steps_le a b def machine : FinTM2 where K := Fin 6 k₀ := 0 k₁ := 5 Γ _ := Bool Λ := Label main := .seedLeft σ := State Unit initialState := clean () m := instruction id id none def machineInTime (base : Fin 6 → List Bool) (a b : Nat) (leftSuffix rightSuffix : List Bool) (leftWord : base 0 = encodeWord a ++ leftSuffix) (rightWord : base 1 = encodeWord b ++ rightSuffix) (leftEmpty : base 2 = []) (rightEmpty : base 3 = []) (scratchEmpty : base 4 = []) : StateTransition.EvalsToInTime machine.step ⟨some .seedLeft, clean (), base⟩ (some ⟨none, clean (), Function.update base (5 : Fin 6) (bitEncoding (decide (a = b)) ++ base (5 : Fin 6))⟩) (3 * (a + b) + 9) := equalityInTime id (fun _ _ h => h) id none (instruction id id none) (fun _ => rfl) base a b leftSuffix rightSuffix leftWord rightWord leftEmpty rightEmpty scratchEmpty () end BinPackingGames.Foundations.Complexity.MachineUnaryEqualityBit end OAI