import Mathlib namespace OAI /-! Finite table machines for the result. X is the public input alphabet (all uses for machines as space bounds have finite types); J indexes a fixed number of other read-only tapes, on a binary alphabet. Each read-only tape is endmarked and has one confined head. Work tapes for the simulator and accessor are two-way, with unit moves. Terminal output in a finite set may be specified in the transition table (equivalently transition to the associated halt state). TM transitions with writes write before moving. Space convention is visited work cells (including the origin of each work tape), weighted by bits/symbol in the fixed alphabets, excluding read-only tapes. Since visited sets are intervals, we use a window certificate including all head positions during the run. -/ namespace Fifths inductive Dir | L | N | R deriving DecidableEq instance : Fintype Dir := ⟨{.L, .N, .R}, by intro d; cases d <;> simp⟩ namespace Dir @[simp] def delta : Dir → ℤ | L => -1 | N => 0 | R => 1 theorem bounds (d : Dir) : -1 ≤ d.delta ∧ d.delta ≤ 1 := by cases d <;> simp end Dir /-- Left endmarker at 0, then the word, then right endmarker. -/ inductive Mark (A : Type) | left | sym (a : A) | right deriving DecidableEq, Fintype namespace Mark variable {A : Type} def see (w : List A) : ℕ → Mark A | 0 => left | p+1 => match w[p]? with | some a => sym a | none => right @[simp] theorem see_zero (w : List A) : see w 0 = left := rfl @[simp] theorem see_left (w : List A) (p) : see w p = left ↔ p = 0 := by cases p with | zero => simp | succ p => cases e : w[p]? <;> simp [see, e] @[simp] theorem see_right (w : List A) (p) : see w p = right ↔ w.length < p := by cases p with | zero => simp | succ p => by_cases h : p < w.length · simp [see, h, Nat.not_lt.mpr (Nat.succ_le_of_lt h)] · simp only [see, getElem?_neg w p h, true_iff] omega def walk (w : List A) (p : ℕ) : Dir → ℕ | .N => p | .L => p - 1 | .R => if w.length < p then p else p + 1 theorem walk_bound (w : List A) (p : ℕ) (d : Dir) (h : p ≤ w.length + 1) : walk w p d ≤ w.length + 1 := by cases d · simp only [walk] omega · exact h · simp only [walk] split <;> omega end Mark /-- Deterministic halting runs. `f s = inl y` means the transition specifies halt with that label (no more working moves). `P` holds also at that final configuration. -/ inductive Runs {σ Y : Type} (f : σ → Y ⊕ σ) (P : σ → Prop) : σ → σ → Y → Prop | stop {s y} (ok : P s) (eqn : f s = Sum.inl y) : Runs f P s s y | step {s s' t y} (ok : P s) (eqn : f s = Sum.inr s') (tail : Runs f P s' t y) : Runs f P s t y namespace Runs variable {σ Y : Type} {f : σ → Y ⊕ σ} {P Q : σ → Prop} {s t : σ} {y : Y} theorem mono (h : ∀ z, P z → Q z) (r : Runs f P s t y) : Runs f Q s t y := by induction r with | stop o e => exact .stop (h _ o) e | step o e r ih => exact .step (h _ o) e ih theorem startOk (r : Runs f P s t y) : P s := by cases r <;> assumption theorem endOk (r : Runs f P s t y) : P t := by induction r <;> assumption theorem endStop (r : Runs f P s t y) : f t = Sum.inl y := by induction r <;> assumption theorem unique (r : Runs f P s t y) {u v} (r' : Runs f Q s u v) : (t, y) = (u, v) := by induction r generalizing u v with | stop o e => cases r' with | stop _ e' => rw [e] at e' congr injection e' | step _ e' _ => rw [e] at e'; contradiction | step _ e _ ih => cases r' with | stop _ e' => rw [e] at e'; contradiction | step _ e' tail => rw [e] at e' obtain rfl : _ = _ := Sum.inr.inj e' exact ih tail end Runs /-- Common read-only inputs. -/ structure Inputs (X J : Type) where publicWord : List X arg : J → List Bool structure Readers (J : Type) where px : ℕ := 0 parg : J → ℕ := fun _ => 0 structure Reads (X J : Type) where sx : Mark X sarg : J → Mark Bool structure Advances (J : Type) where dx : Dir := .N darg : J → Dir := fun _ => .N namespace Readers variable {X J : Type} def home : Readers J := {} def see (r : Readers J) (i : Inputs X J) : Reads X J := ⟨Mark.see i.publicWord r.px, fun j => Mark.see (i.arg j) (r.parg j)⟩ def walk (r : Readers J) (i : Inputs X J) (a : Advances J) : Readers J := ⟨Mark.walk i.publicWord r.px a.dx, fun j => Mark.walk (i.arg j) (r.parg j) (a.darg j)⟩ @[simp] theorem stationary (r : Readers J) (i : Inputs X J) : r.walk i {} = r := rfl end Readers structure Tape (A : Type) where pos : ℤ sym : ℤ → A structure WriteMove (A : Type) where sym : A dir : Dir namespace Tape variable {A : Type} def init (a : A) : Tape A := ⟨0, fun _ => a⟩ def see (w : Tape A) : A := w.sym w.pos def perform (w : Tape A) (m : WriteMove A) : Tape A := ⟨w.pos + m.dir.delta, Function.update w.sym w.pos m.sym⟩ end Tape structure TAction (Q J K : Type) (W : K → Type) where next : Q advance : Advances J moves : ∀ k : K, WriteMove (W k) /-- Finiteness of X, J and Y supplied in main theorem. Finite functions in the table present no uniformity issue; all are fixed for the machine. -/ structure TM (X J Y : Type) where Q : Type [finiteQ : Finite Q] K : Type [tapes : Fintype K] W : K → Type [symbols : ∀ k, Fintype (W k)] blank : ∀ k, W k start : Q table : Q → Reads X J → ((k : K) → W k) → Y ⊕ TAction Q J K W attribute [instance] TM.finiteQ TM.tapes TM.symbols namespace TM variable {X J Y : Type} (M : TM X J Y) structure Cfg where state : M.Q ro : Readers J work : ∀ k, Tape (M.W k) def initial : M.Cfg := ⟨M.start, .home, fun k => .init (M.blank k)⟩ def step (i : Inputs X J) (s : M.Cfg) : Y ⊕ M.Cfg := match M.table s.state (s.ro.see i) (fun k => (s.work k).see) with | Sum.inl y => .inl y | Sum.inr a => .inr ⟨a.next, s.ro.walk i a.advance, fun k => (s.work k).perform (a.moves k)⟩ /-- Per tape visited positions contained in [-l,h], both nonnegative. -/ structure Window where l : M.K → ℕ h : M.K → ℕ /-- Bits per symbol (at least one). -/ def width (k : M.K) : ℕ := max 1 (Fintype.card (M.W k) - 1).size theorem width_pos (k : M.K) : 0 < M.width k := Nat.succ_le_iff.mp (le_max_left ..) namespace Window variable {M} def ok (w : M.Window) (s : M.Cfg) : Prop := ∀ k, -(w.l k : ℤ) ≤ (s.work k).pos ∧ (s.work k).pos ≤ (w.h k : ℤ) open BigOperators def bits (w : M.Window) : ℕ := ∑ k, (w.l k + w.h k + 1) * M.width k theorem span_le (w : M.Window) (k : M.K) : w.l k + w.h k + 1 ≤ w.bits := calc _ ≤ (w.l k + w.h k + 1) * M.width k := Nat.le_mul_of_pos_right _ (M.width_pos k) _ ≤ w.bits := Finset.single_le_sum (f := fun k => (w.l k + w.h k + 1) * M.width k) (fun _ _ => Nat.zero_le _) (Finset.mem_univ k) end Window /-- `M` outputs `y` using at most `S` bits. -/ def Within (i : Inputs X J) (y : Y) (S : ℕ) : Prop := ∃ w : M.Window, w.bits ≤ S ∧ ∃ t, Runs (M.step i) w.ok M.initial t y theorem Within.mono {M : TM X J Y} {i y S R} (r : M.Within i y S) (h : S ≤ R) : M.Within i y R := by obtain ⟨w, hw, g⟩ := r exact ⟨w, hw.trans h, g⟩ theorem Within.unique {M : TM X J Y} {i y S z R} (r : M.Within i y S) (g : M.Within i z R) : y = z := by obtain ⟨_, -, _, r⟩ := r obtain ⟨_, -, _, g⟩ := g exact congrArg Prod.snd (r.unique g) end TM end Fifths end OAI