import Mathlib namespace OAI /-! Finite deterministic word-RAM states, exact costs and uniform decision specifications. -/ namespace DeterministicThreeSum def ThreeSUM {n : ℕ} (x : Fin n → ℤ) : Prop := ∃ i j k : Fin n, i < j ∧ j < k ∧ x i + x j + x k = 0 def InUniverse {n : ℕ} (C : ℕ) (x : Fin n → ℤ) : Prop := ∀ i, |x i| ≤ (n : ℤ) ^ C noncomputable def wordWidth (factor n : ℕ) : ℕ := ⌈(factor : ℝ) * Real.logb 2 (n + 2)⌉₊ def wordModulus (w : ℕ) : ℕ := 2 ^ w inductive Operand where | literal : ℕ → Operand | register : ℕ → Operand deriving DecidableEq inductive BinOp where | add | sub | mul | quot | rem | band | bor | bxor | shl | shr deriving DecidableEq inductive Test where | eq | lt | le deriving DecidableEq inductive Instruction where | assign (dst : ℕ) (src : Operand) | binary (dst : ℕ) (op : BinOp) (left right : Operand) | load (dst : ℕ) (address : Operand) | store (address value : Operand) | branch (test : Test) (left right : Operand) (yes no : ℕ) | jump (target : ℕ) | halt (answer : Bool) deriving DecidableEq abbrev Program := List Instruction structure State where pc : ℕ registers : ℕ → ℕ memory : ℕ → Option ℕ answer : Option Bool def readOperand (w : ℕ) (s : State) : Operand → ℕ | .literal v => v % wordModulus w | .register r => s.registers r % wordModulus w def evalBinOp (w : ℕ) (op : BinOp) (a b : ℕ) : Option ℕ := let q := wordModulus w match op with | .add => some ((a + b) % q) | .sub => some ((a + q - b) % q) | .mul => some ((a * b) % q) | .quot => if b = 0 then none else some (a / b) | .rem => if b = 0 then none else some (a % b) | .band => some ((a &&& b) % q) | .bor => some ((a ||| b) % q) | .bxor => some ((a ^^^ b) % q) | .shl => if b < w then some ((a <<< b) % q) else none | .shr => if b < w then some (a >>> b) else none def evalTest : Test → ℕ → ℕ → Bool | .eq, a, b => decide (a = b) | .lt, a, b => decide (a < b) | .le, a, b => decide (a ≤ b) def putRegister (s : State) (dst value : ℕ) : State := { s with registers := Function.update s.registers dst value, pc := s.pc + 1 } def step (w : ℕ) (p : Program) (s : State) : Option State := do if s.answer.isSome then none else do let i ← p[s.pc]? match i with | .assign dst src => pure (putRegister s dst (readOperand w s src)) | .binary dst op left right => let value ← evalBinOp w op (readOperand w s left) (readOperand w s right) pure (putRegister s dst value) | .load dst address => let value ← s.memory (readOperand w s address) pure (putRegister s dst value) | .store address value => pure { s with pc := s.pc + 1 memory := Function.update s.memory (readOperand w s address) (some (readOperand w s value)) } | .branch test left right yes no => pure { s with pc := if evalTest test (readOperand w s left) (readOperand w s right) then yes else no } | .jump target => pure { s with pc := target } | .halt answer => pure { s with answer := some answer } def encodeWord (w : ℕ) (a : ℤ) : ℕ := (a % (wordModulus w : ℤ)).toNat def initialState {n : ℕ} (w : ℕ) (x : Fin n → ℤ) : State where pc := 0 registers := fun _ => 0 memory := fun a => if a = 0 then some (n % wordModulus w) else if h : a - 1 < n then some (encodeWord w (x ⟨a - 1, h⟩)) else none answer := none def run (w : ℕ) (p : Program) : ℕ → State → Option State | 0, s => some s | t + 1, s => (step w p s).bind (run w p t) def registerBound : Instruction → ℕ | .assign d (.register r) => max (d+1) (r+1) | .assign d _ => d+1 | .binary d _ a b => max (d+1) (max (operandBound a) (operandBound b)) | .load d a => max (d+1) (operandBound a) | .store a b => max (operandBound a) (operandBound b) | .branch _ a b _ _ => max (operandBound a) (operandBound b) | _ => 0 where operandBound : Operand → ℕ | .literal _ => 0 | .register r => r+1 def setupCost (p : Program) (n : ℕ) : ℕ := n + 1 + ((p.map registerBound).foldl max 0) def ProgramDecidesWithin (p : Program) (widthFactor universeExponent : ℕ) (saving timeConstant : ℝ) : Prop := ∀ (n : ℕ), 3 ≤ n → ∀ x : Fin n → ℤ, InUniverse universeExponent x → ∃ (t : ℕ) (s : State) (answer : Bool), run (wordWidth widthFactor n) p t (initialState (wordWidth widthFactor n) x) = some s ∧ s.answer = some answer ∧ (answer = true ↔ ThreeSUM x) ∧ (t + setupCost p n : ℝ) ≤ timeConstant * (n : ℝ) ^ (2 - saving) noncomputable def deterministicSaving : ℝ := (2 : ℝ) ^ (-(1546 : ℤ)) def DeterministicCubicStatement : Prop := ∃ p : Program, ∃ C : ℝ, 0 < C ∧ ProgramDecidesWithin p 4 3 deterministicSaving C def PolynomialUniverseStatement : Prop := ∀ C : ℕ, 0 < C → ∃ p : Program, ∃ A : ℝ, 0 < A ∧ ProgramDecidesWithin p (C + 4) C deterministicSaving A end DeterministicThreeSum end OAI