import Mathlib.Algebra.BigOperators.Group.Finset.Basic import Mathlib.Data.List.OfFn import Mathlib.Tactic.Linarith import OAI.Computability.BinPacking.CookLevin.Bounds import OAI.Computability.BinPacking.CookLevin.OutputOrder namespace OAI noncomputable section namespace BinPackingGames.Foundations.Complexity.CookLevin def decodePairAux : Nat → List Bool → Option (List Bool × List Bool) | _, [] => none | read, true :: rest => decodePairAux (read + 1) rest | read, false :: rest => if read ≤ rest.length then some (rest.take read, rest.drop read) else none def decodePair (bits : List Bool) : Option (List Bool × List Bool) := decodePairAux 0 bits theorem decodePairAux_frame (read count : Nat) (rest : List Bool) : decodePairAux read (List.replicate count true ++ false :: rest) = if read + count ≤ rest.length then some (rest.take (read + count), rest.drop (read + count)) else none := by induction count generalizing read with | zero => simp [decodePairAux] | succ count ih => simp only [List.replicate_succ, List.cons_append, decodePairAux, ih] simp only [Nat.add_assoc, Nat.add_comm 1 count] @[simp] theorem decodePair_pairBits (input : List Bool × List Bool) : decodePair (pairBits input) = some input := by rcases input with ⟨x, witness⟩ simp [decodePair, pairBits, encodeWord, List.append_assoc, decodePairAux_frame] theorem pairBits_injective : Function.Injective pairBits := by intro first second same have h := congrArg decodePair same simpa only [decodePair_pairBits, Option.some.injEq] using h @[simp] theorem pairBits_length (input : List Bool × List Bool) : (pairBits input).length = 2 * input.1.length + input.2.length + 1 := by simp only [pairBits, List.length_append, encodeWord_length] omega def pairEncoding : Computability.Encoding (List Bool × List Bool) Bool where encode := pairBits decode := decodePair decode_encode := decodePair_pairBits theorem NPVerifier.acceptedLanguage_inNP (verifier : NPVerifier) : InNP verifier.Accepts := ⟨verifier, fun _ => Iff.rfl⟩ structure PolynomialThreeSATReduction (language : List Bool → Prop) where reduce : List Bool → Target.Formula computation : Turing.TM2ComputableInPolyTime id formulaBits reduce correct : ∀ input, language input ↔ (reduce input).Satisfiable noncomputable def NPVerifier.horizon (verifier : NPVerifier) (inputLength : Nat) : Nat := verifier.computation.time.eval (2 * inputLength + verifier.witnessBound.eval inputLength + 1) theorem NPVerifier.input_time_le_horizon (verifier : NPVerifier) (input witness : List Bool) (bounded : witness.length ≤ verifier.witnessBound.eval input.length) : verifier.computation.time.eval (pairBits (input, witness)).length ≤ verifier.horizon input.length := by apply MachineComposition.natPolynomial_eval_mono rw [pairBits_length] exact Nat.add_le_add_right (Nat.add_le_add_left bounded _) _ def NPVerifier.runWithinHorizon (verifier : NPVerifier) (input witness : List Bool) (bounded : witness.length ≤ verifier.witnessBound.eval input.length) : Turing.TM2OutputsInTime verifier.computation.tm ((pairBits (input, witness)).map verifier.computation.inputAlphabet.invFun) (some ([verifier.verify (input, witness)].map verifier.computation.outputAlphabet.invFun)) (verifier.horizon input.length) where toEvalsTo := (verifier.computation.outputsFun (input, witness)).toEvalsTo steps_le_m := Nat.le_trans (verifier.computation.outputsFun (input, witness)).steps_le_m (verifier.input_time_le_horizon input witness bounded) end BinPackingGames.Foundations.Complexity.CookLevin namespace BinPackingGames.Foundations.Complexity.CookLevin.WitnessEncoding open scoped BigOperators abbrev Bits (q : Nat) := Fin (2 * q + 1) → Bool def selector {q : Nat} (bits : Bits q) (i : Fin (q + 1)) : Bool := bits ⟨i.val, by omega⟩ def payload {q : Nat} (bits : Bits q) (i : Fin q) : Bool := bits ⟨q + 1 + i.val, by omega⟩ def pack {q : Nat} (lengthBits : Fin (q + 1) → Bool) (payloadBits : Fin q → Bool) : Bits q := fun i => if h : i.val < q + 1 then lengthBits ⟨i.val, h⟩ else payloadBits ⟨i.val - (q + 1), by omega⟩ @[simp] theorem selector_pack {q : Nat} (lengthBits : Fin (q + 1) → Bool) (payloadBits : Fin q → Bool) (i : Fin (q + 1)) : selector (pack lengthBits payloadBits) i = lengthBits i := by simp [selector, pack, i.isLt] @[simp] theorem payload_pack {q : Nat} (lengthBits : Fin (q + 1) → Bool) (payloadBits : Fin q → Bool) (i : Fin q) : payload (pack lengthBits payloadBits) i = payloadBits i := by simp [payload, pack] omega def Valid {q : Nat} (bits : Bits q) : Prop := ∃ length : Fin (q + 1), ∀ i, selector bits i = decide (i = length) theorem valid_iff_local {q : Nat} (bits : Bits q) : Valid bits ↔ (∃ i, selector bits i = true) ∧ (∀ i j, selector bits i = true → selector bits j = true → i = j) := by constructor · rintro ⟨length, h⟩ refine ⟨⟨length, by simp [h]⟩, ?_⟩ intro i j hi hj have hil : i = length := by simpa [h] using hi have hjl : j = length := by simpa [h] using hj exact hil.trans hjl.symm · rintro ⟨⟨length, hl⟩, hu⟩ refine ⟨length, fun i => ?_⟩ by_cases hi : i = length · subst i; simp [hl] · have hf : selector bits i = false := by cases hbi : selector bits i · rfl · exact False.elim (hi (hu i length hbi hl)) simp [hi, hf] def selectedLength {q : Nat} (bits : Bits q) : Nat := ∑ i : Fin (q + 1), if selector bits i then i.val else 0 theorem selectedLength_eq {q : Nat} (bits : Bits q) (length : Fin (q + 1)) (h : ∀ i, selector bits i = decide (i = length)) : selectedLength bits = length.val := by simp [selectedLength, h] def decode {q : Nat} (bits : Bits q) : List Bool := (List.ofFn (payload bits)).take (selectedLength bits) theorem decode_length_le {q : Nat} (bits : Bits q) : (decode bits).length ≤ q := by simp [decode] theorem decode_length_eq {q : Nat} (bits : Bits q) (length : Fin (q + 1)) (h : ∀ i, selector bits i = decide (i = length)) : (decode bits).length = length.val := by simp [decode, selectedLength_eq bits length h, Nat.min_eq_left (by omega : length.val ≤ q)] def encode (q : Nat) (witness : List Bool) (h : witness.length ≤ q) : Bits q := pack (fun i => decide (i = ⟨witness.length, by omega⟩)) (fun i => witness[i.val]?.getD false) @[simp] theorem selector_encode (q : Nat) (witness : List Bool) (h : witness.length ≤ q) (i : Fin (q + 1)) : selector (encode q witness h) i = decide (i = ⟨witness.length, by omega⟩) := by simp [encode] @[simp] theorem payload_encode (q : Nat) (witness : List Bool) (h : witness.length ≤ q) (i : Fin q) : payload (encode q witness h) i = witness[i.val]?.getD false := by simp [encode] theorem encode_valid (q : Nat) (witness : List Bool) (h : witness.length ≤ q) : Valid (encode q witness h) := ⟨⟨witness.length, by omega⟩, selector_encode q witness h⟩ @[simp] theorem selectedLength_encode (q : Nat) (witness : List Bool) (h : witness.length ≤ q) : selectedLength (encode q witness h) = witness.length := selectedLength_eq _ ⟨witness.length, by omega⟩ (selector_encode q witness h) @[simp] theorem decode_encode (q : Nat) (witness : List Bool) (h : witness.length ≤ q) : decode (encode q witness h) = witness := by unfold decode rw [selectedLength_encode] apply List.ext_getElem? intro n by_cases hn : n < witness.length · have hnq : n < q := Nat.lt_of_lt_of_le hn h simp [hn, hnq] · simp [hn] theorem exists_valid_iff (q : Nat) (P : List Bool → Prop) : (∃ bits : Bits q, Valid bits ∧ P (decode bits)) ↔ ∃ witness : List Bool, witness.length ≤ q ∧ P witness := by constructor · rintro ⟨bits, _, hp⟩ exact ⟨decode bits, decode_length_le bits, hp⟩ · rintro ⟨witness, h, hp⟩ exact ⟨encode q witness h, encode_valid q witness h, by simpa using hp⟩ def present {q : Nat} (bits : Bits q) (n : Nat) : Bool := decide (∃ length : Fin (q + 1), selector bits length = true ∧ n < length.val) theorem present_eq {q : Nat} (bits : Bits q) (length : Fin (q + 1)) (h : ∀ i, selector bits i = decide (i = length)) (n : Nat) : present bits n = decide (n < length.val) := by simp [present, h] def witnessCell {q : Nat} (bits : Bits q) (n : Nat) : Option Bool := if h : n < q then if present bits n then some (payload bits ⟨n, h⟩) else none else none theorem witnessCell_eq_getElem? {q : Nat} (bits : Bits q) (hv : Valid bits) (n : Nat) : witnessCell bits n = (decode bits)[n]? := by obtain ⟨length, h⟩ := hv simp only [witnessCell, decode, selectedLength_eq bits length h, present_eq bits length h, List.getElem?_take, List.getElem?_ofFn] by_cases hnq : n < q <;> by_cases hnl : n < length.val <;> simp [hnq, hnl] theorem witnessCell_end {q : Nat} (bits : Bits q) (hv : Valid bits) (n : Nat) (hn : (decode bits).length ≤ n) : witnessCell bits n = none := by rw [witnessCell_eq_getElem? bits hv, List.getElem?_eq_none hn] def inputPrefix (input : List Bool) : List Bool := encodeWord input.length ++ input @[simp] theorem inputPrefix_length (input : List Bool) : (inputPrefix input).length = 2 * input.length + 1 := by simp only [inputPrefix, List.length_append, encodeWord_length] omega def pairCell {q : Nat} (input : List Bool) (bits : Bits q) (n : Nat) : Option Bool := if n < (inputPrefix input).length then (inputPrefix input)[n]? else witnessCell bits (n - (inputPrefix input).length) theorem pairCell_eq_getElem? {q : Nat} (input : List Bool) (bits : Bits q) (hv : Valid bits) (n : Nat) : pairCell input bits n = (pairBits (input, decode bits))[n]? := by rw [pairBits] change pairCell input bits n = (inputPrefix input ++ decode bits)[n]? rw [List.getElem?_append] simp only [pairCell, witnessCell_eq_getElem? bits hv] theorem pairBits_decode_length_le {q : Nat} (input : List Bool) (bits : Bits q) : (pairBits (input, decode bits)).length ≤ 2 * input.length + q + 1 := by rw [pairBits_length] change 2 * input.length + (decode bits).length + 1 ≤ 2 * input.length + q + 1 have h := decode_length_le bits omega theorem pairCells_eq_stackEncoding {q : Nat} (input : List Bool) (bits : Bits q) (hv : Valid bits) (capacity : Nat) : (fun i : Fin capacity => pairCell input bits i.val) = StackEncoding.encode capacity (pairBits (input, decode bits)) := by funext i exact pairCell_eq_getElem? input bits hv i.val noncomputable def freeInputPolynomial (q : Polynomial Nat) : Polynomial Nat := 2 * q + 1 @[simp] theorem freeInputPolynomial_eval (q : Polynomial Nat) (n : Nat) : (freeInputPolynomial q).eval n = 2 * q.eval n + 1 := by simp [freeInputPolynomial] def localConstraintSites (q : Nat) : Nat := (q + 1) + (q + 1) ^ 2 + q * (q + 1) theorem localConstraintSites_le (q : Nat) : localConstraintSites q ≤ 3 * (q + 1) ^ 2 := by unfold localConstraintSites nlinarith noncomputable def localConstraintPolynomial (q : Polynomial Nat) : Polynomial Nat := 3 * (q + 1) ^ 2 theorem localConstraintSites_le_eval (q : Polynomial Nat) (n : Nat) : localConstraintSites (q.eval n) ≤ (localConstraintPolynomial q).eval n := by simpa [localConstraintPolynomial] using localConstraintSites_le (q.eval n) variable (verifier : NPVerifier) (input : List Bool) def initial (bits : Bits (verifier.witnessBound.eval input.length)) : verifier.computation.tm.Cfg := Turing.initList verifier.computation.tm ((pairBits (input, decode bits)).map verifier.computation.inputAlphabet.invFun) @[simp] theorem initial_control (bits : Bits (verifier.witnessBound.eval input.length)) : (initial verifier input bits).l = some verifier.computation.tm.main := rfl @[simp] theorem initial_state (bits : Bits (verifier.witnessBound.eval input.length)) : (initial verifier input bits).var = verifier.computation.tm.initialState := rfl @[simp] theorem initial_input_stack (bits : Bits (verifier.witnessBound.eval input.length)) : (initial verifier input bits).stk verifier.computation.tm.k₀ = (pairBits (input, decode bits)).map verifier.computation.inputAlphabet.invFun := by simp [initial, Turing.initList] theorem initial_other_stack (bits : Bits (verifier.witnessBound.eval input.length)) (k : verifier.computation.tm.K) (hk : k ≠ verifier.computation.tm.k₀) : (initial verifier input bits).stk k = [] := by simp [initial, Turing.initList, hk] theorem initial_input_cell (bits : Bits (verifier.witnessBound.eval input.length)) (hv : Valid bits) (n : Nat) : ((initial verifier input bits).stk verifier.computation.tm.k₀)[n]? = (pairCell input bits n).map verifier.computation.inputAlphabet.invFun := by rw [initial_input_stack, List.getElem?_map, pairCell_eq_getElem? input bits hv] theorem initial_input_end (bits : Bits (verifier.witnessBound.eval input.length)) (n : Nat) (hn : 2 * input.length + (decode bits).length + 1 ≤ n) : ((initial verifier input bits).stk verifier.computation.tm.k₀)[n]? = none := by rw [initial_input_stack] apply List.getElem?_eq_none simpa only [List.length_map, pairBits_length] using hn theorem initial_stack_length_le (bits : Bits (verifier.witnessBound.eval input.length)) (k : verifier.computation.tm.K) : ((initial verifier input bits).stk k).length ≤ 2 * input.length + verifier.witnessBound.eval input.length + 1 := by by_cases hk : k = verifier.computation.tm.k₀ · subst k rw [initial_input_stack, List.length_map] exact pairBits_decode_length_le input bits · rw [initial_other_stack verifier input bits k hk] simp theorem initial_encode (witness : List Bool) (h : witness.length ≤ verifier.witnessBound.eval input.length) : initial verifier input (encode _ witness h) = Turing.initList verifier.computation.tm ((pairBits (input, witness)).map verifier.computation.inputAlphabet.invFun) := by simp [initial] theorem accepts_iff_valid_assignment : verifier.Accepts input ↔ ∃ bits : Bits (verifier.witnessBound.eval input.length), Valid bits ∧ verifier.verify (input, decode bits) = true := by exact (exists_valid_iff _ (fun witness => verifier.verify (input, witness) = true)).symm end BinPackingGames.Foundations.Complexity.CookLevin.WitnessEncoding namespace BinPackingGames.Foundations.Complexity.CookLevin.WitnessCircuit open StatementCircuit WitnessEncoding private theorem bool_ext {a b : Bool} (h : a = true ↔ b = true) : a = b := by cases a <;> cases b <;> simp_all private theorem eval_disjoin_ofFn_true {ι : Type*} {n : Nat} (input : ι → Bool) (es : Fin n → Expr ι) : (Expr.disjoin (List.ofFn es)).eval input = true ↔ ∃ i, (es i).eval input = true := by rw [Expr.eval_disjoin_true] constructor · rintro ⟨e, he, h⟩ obtain ⟨i, rfl⟩ := List.mem_ofFn.mp he exact ⟨i, h⟩ · rintro ⟨i, h⟩ exact ⟨es i, List.mem_ofFn.mpr ⟨i, rfl⟩, h⟩ def selectorExpr (q : Nat) (i : Fin (q + 1)) : Expr (Fin (2 * q + 1)) := .input ⟨i.val, by omega⟩ def payloadExpr (q : Nat) (i : Fin q) : Expr (Fin (2 * q + 1)) := .input ⟨q + 1 + i.val, by omega⟩ @[simp] theorem eval_selectorExpr {q : Nat} (bits : Bits q) (i : Fin (q + 1)) : (selectorExpr q i).eval bits = selector bits i := rfl @[simp] theorem eval_payloadExpr {q : Nat} (bits : Bits q) (i : Fin q) : (payloadExpr q i).eval bits = payload bits i := rfl def nonemptyExpr (q : Nat) : Expr (Fin (2 * q + 1)) := .disjoin (List.ofFn (selectorExpr q)) def clashPairExpr (q : Nat) (i j : Fin (q + 1)) : Expr (Fin (2 * q + 1)) := if i = j then .const false else .and (selectorExpr q i) (selectorExpr q j) def clashExpr (q : Nat) : Expr (Fin (2 * q + 1)) := .disjoin (List.ofFn fun i => .disjoin (List.ofFn (clashPairExpr q i))) def validityExpr (q : Nat) : Expr (Fin (2 * q + 1)) := .and (nonemptyExpr q) (.not (clashExpr q)) theorem eval_nonemptyExpr {q : Nat} (bits : Bits q) : (nonemptyExpr q).eval bits = true ↔ ∃ i, selector bits i = true := by simp only [nonemptyExpr, eval_disjoin_ofFn_true, eval_selectorExpr] theorem eval_clashPairExpr {q : Nat} (bits : Bits q) (i j : Fin (q + 1)) : (clashPairExpr q i j).eval bits = true ↔ i ≠ j ∧ selector bits i = true ∧ selector bits j = true := by by_cases h : i = j <;> simp [clashPairExpr, h, Expr.eval] theorem eval_clashExpr {q : Nat} (bits : Bits q) : (clashExpr q).eval bits = true ↔ ∃ i j, i ≠ j ∧ selector bits i = true ∧ selector bits j = true := by simp only [clashExpr, eval_disjoin_ofFn_true, eval_clashPairExpr] theorem eval_validityExpr {q : Nat} (bits : Bits q) : (validityExpr q).eval bits = true ↔ Valid bits := by rw [valid_iff_local] simp only [validityExpr, Expr.eval, Bool.and_eq_true, Bool.not_eq_true'] rw [eval_nonemptyExpr] have hc := eval_clashExpr bits constructor · rintro ⟨hne, hclash⟩ refine ⟨hne, fun i j hi hj => ?_⟩ by_contra hij have ht := hc.mpr ⟨i, j, hij, hi, hj⟩ simp [hclash] at ht · rintro ⟨hne, hu⟩ refine ⟨hne, ?_⟩ cases hb : (clashExpr q).eval bits · rfl · obtain ⟨i, j, hij, hi, hj⟩ := hc.mp hb exact False.elim (hij (hu i j hi hj)) def presenceExpr (q n : Nat) : Expr (Fin (2 * q + 1)) := .disjoin (List.ofFn fun length : Fin (q + 1) => .and (selectorExpr q length) (.const (decide (n < length.val)))) theorem eval_presenceExpr {q : Nat} (bits : Bits q) (n : Nat) : (presenceExpr q n).eval bits = present bits n := by apply bool_ext simp only [presenceExpr, eval_disjoin_ofFn_true, Expr.eval, eval_selectorExpr, Bool.and_eq_true, present, decide_eq_true_eq] section Symbols variable {A : Type*} [DecidableEq A] def payloadSymbolExpr (q : Nat) (f : Bool → A) (i : Fin q) (a : Option A) : Expr (Fin (2 * q + 1)) := .mux (payloadExpr q i) (.const (decide (some (f true) = a))) (.const (decide (some (f false) = a))) theorem eval_payloadSymbolExpr {q : Nat} (bits : Bits q) (f : Bool → A) (i : Fin q) (a : Option A) : (payloadSymbolExpr q f i a).eval bits = decide (some (f (payload bits i)) = a) := by rw [payloadSymbolExpr, Expr.eval_mux, eval_payloadExpr] cases payload bits i <;> simp [Expr.eval] def inputCellExpr (q : Nat) (input : List Bool) (f : Bool → A) (n : Nat) (a : Option A) : Expr (Fin (2 * q + 1)) := if n < (inputPrefix input).length then .const (decide (((inputPrefix input)[n]?).map f = a)) else if h : n - (inputPrefix input).length < q then .mux (presenceExpr q (n - (inputPrefix input).length)) (payloadSymbolExpr q f ⟨n - (inputPrefix input).length, h⟩ a) (.const (decide ((none : Option A) = a))) else .const (decide ((none : Option A) = a)) theorem eval_inputCellExpr {q : Nat} (bits : Bits q) (input : List Bool) (f : Bool → A) (n : Nat) (a : Option A) : (inputCellExpr q input f n a).eval bits = decide ((pairCell input bits n).map f = a) := by by_cases hp : n < (inputPrefix input).length · simp only [inputCellExpr, pairCell, ite_eq_left hp, Expr.eval] · by_cases hq : n - (inputPrefix input).length < q · simp only [inputCellExpr, hp, ite_false, hq, dite_eq_left, Expr.eval_mux, eval_presenceExpr, eval_payloadSymbolExpr, Expr.eval, pairCell, witnessCell] cases present bits (n - (inputPrefix input).length) <;> simp · simp only [inputCellExpr, pairCell, witnessCell, ite_eq_right hp, dite_eq_right hq, Expr.eval, Option.map_none] end Symbols section Size @[simp] theorem size_selectorExpr (q : Nat) (i : Fin (q + 1)) : (selectorExpr q i).size = 1 := rfl @[simp] theorem size_payloadExpr (q : Nat) (i : Fin q) : (payloadExpr q i).size = 1 := rfl theorem size_mux {ι : Type*} (c y n : Expr ι) : (Expr.mux c y n).size = 2 * c.size + y.size + n.size + 4 := by simp only [Expr.mux, Expr.size] omega theorem size_nonemptyExpr_le (q : Nat) : (nonemptyExpr q).size ≤ 2 * (q + 1) + 1 := by have h := Expr.size_disjoin_le (List.ofFn (selectorExpr q)) 1 (by intro e he obtain ⟨i, rfl⟩ := List.mem_ofFn.mp he simp) simpa [nonemptyExpr, Nat.mul_comm] using h theorem size_clashPairExpr_le (q : Nat) (i j : Fin (q + 1)) : (clashPairExpr q i j).size ≤ 3 := by by_cases h : i = j <;> simp [clashPairExpr, h, Expr.size, selectorExpr] theorem size_clashExpr_le (q : Nat) : (clashExpr q).size ≤ (q + 1) * (4 * (q + 1) + 2) + 1 := by have hi (i : Fin (q + 1)) : (Expr.disjoin (List.ofFn (clashPairExpr q i))).size ≤ 4 * (q + 1) + 1 := by have h := Expr.size_disjoin_le (List.ofFn (clashPairExpr q i)) 3 (by intro e he obtain ⟨j, rfl⟩ := List.mem_ofFn.mp he exact size_clashPairExpr_le q i j) simpa [Nat.mul_comm] using h have h := Expr.size_disjoin_le (List.ofFn fun i => Expr.disjoin (List.ofFn (clashPairExpr q i))) (4 * (q + 1) + 1) (by intro e he obtain ⟨i, rfl⟩ := List.mem_ofFn.mp he exact hi i) simpa [clashExpr, Nat.add_assoc] using h theorem size_validityExpr_le (q : Nat) : (validityExpr q).size ≤ 12 * (q + 1) ^ 2 := by have hn := size_nonemptyExpr_le q have hc := size_clashExpr_le q simp only [validityExpr, Expr.size] nlinarith theorem size_presenceExpr_le (q n : Nat) : (presenceExpr q n).size ≤ 4 * (q + 1) + 1 := by have h := Expr.size_disjoin_le (List.ofFn fun length : Fin (q + 1) => Expr.and (selectorExpr q length) (.const (decide (n < length.val)))) 3 (by intro e he obtain ⟨i, rfl⟩ := List.mem_ofFn.mp he simp [Expr.size]) simpa [presenceExpr, Nat.mul_comm] using h theorem size_payloadSymbolExpr {A : Type*} [DecidableEq A] (q : Nat) (f : Bool → A) (i : Fin q) (a : Option A) : (payloadSymbolExpr q f i a).size = 8 := by simp [payloadSymbolExpr, size_mux, Expr.size] theorem size_inputCellExpr_le {A : Type*} [DecidableEq A] (q : Nat) (input : List Bool) (f : Bool → A) (n : Nat) (a : Option A) : (inputCellExpr q input f n a).size ≤ 8 * (q + 1) + 15 := by unfold inputCellExpr split · simp [Expr.size] · split · rw [size_mux, size_payloadSymbolExpr] have h := size_presenceExpr_le q (n - (inputPrefix input).length) simp only [Expr.size] omega · simp [Expr.size] end Size section Initial variable (verifier : NPVerifier) variable [DecidableEq verifier.computation.tm.Λ] variable [DecidableEq verifier.computation.tm.σ] variable [∀ k, DecidableEq (verifier.computation.tm.Γ k)] def initialCellExpr (input : List Bool) (S : Nat) (k : verifier.computation.tm.K) (i : Fin S) (a : Option (verifier.computation.tm.Γ k)) : Expr (Fin (2 * verifier.witnessBound.eval input.length + 1)) := if h : k = verifier.computation.tm.k₀ then by subst k exact inputCellExpr _ input verifier.computation.inputAlphabet.invFun i.val a else .const (decide ((none : Option (verifier.computation.tm.Γ k)) = a)) omit [DecidableEq verifier.computation.tm.Λ] [DecidableEq verifier.computation.tm.σ] in theorem eval_initialCellExpr (input : List Bool) (S : Nat) (bits : Bits (verifier.witnessBound.eval input.length)) (hv : Valid bits) (k : verifier.computation.tm.K) (i : Fin S) (a : Option (verifier.computation.tm.Γ k)) : (initialCellExpr verifier input S k i a).eval bits = decide (StackEncoding.encode S ((initial verifier input bits).stk k) i = a) := by by_cases hk : k = verifier.computation.tm.k₀ · subst k simpa [initialCellExpr, StackEncoding.encode, pairCell_eq_getElem? input bits hv i.val] using eval_inputCellExpr bits input verifier.computation.inputAlphabet.invFun i.val a · simp [initialCellExpr, hk, initial_other_stack verifier input bits k hk, StackEncoding.encode, Expr.eval] def initExpr (input : List Bool) (S : Nat) : ConfigBit verifier.computation.tm.Γ verifier.computation.tm.Λ verifier.computation.tm.σ S → Expr (Fin (2 * verifier.witnessBound.eval input.length + 1)) | .inl label => .const (decide (some verifier.computation.tm.main = label)) | .inr (.inl state) => .const (decide (verifier.computation.tm.initialState = state)) | .inr (.inr ⟨k, i, a⟩) => initialCellExpr verifier input S k i a theorem eval_initExpr (input : List Bool) (S : Nat) (bits : Bits (verifier.witnessBound.eval input.length)) (hv : Valid bits) (bit : ConfigBit verifier.computation.tm.Γ verifier.computation.tm.Λ verifier.computation.tm.σ S) : (initExpr verifier input S bit).eval bits = configEncoding S (initial verifier input bits) bit := by rcases bit with label | (state | ⟨k, i, a⟩) · rfl · rfl · exact eval_initialCellExpr verifier input S bits hv k i a omit [DecidableEq verifier.computation.tm.Λ] [DecidableEq verifier.computation.tm.σ] in theorem size_initialCellExpr_le (input : List Bool) (S : Nat) (k : verifier.computation.tm.K) (i : Fin S) (a : Option (verifier.computation.tm.Γ k)) : (initialCellExpr verifier input S k i a).size ≤ 8 * (verifier.witnessBound.eval input.length + 1) + 15 := by by_cases hk : k = verifier.computation.tm.k₀ · subst k simpa [initialCellExpr] using size_inputCellExpr_le (verifier.witnessBound.eval input.length) input verifier.computation.inputAlphabet.invFun i.val a · simp [initialCellExpr, hk, Expr.size] theorem size_initExpr_le (input : List Bool) (S : Nat) (bit : ConfigBit verifier.computation.tm.Γ verifier.computation.tm.Λ verifier.computation.tm.σ S) : (initExpr verifier input S bit).size ≤ 8 * (verifier.witnessBound.eval input.length + 1) + 15 := by rcases bit with label | (state | ⟨k, i, a⟩) · simp [initExpr, Expr.size] · simp [initExpr, Expr.size] · exact size_initialCellExpr_le verifier input S k i a end Initial def validityCircuit (q : Nat) : Circuit := (validityExpr q).circuit id theorem validityCircuit_eval {q : Nat} (bits : Bits q) : (validityCircuit q).eval bits = true ↔ Valid bits := by change ((validityExpr q).circuit id).eval bits = true ↔ Valid bits rw [Expr.circuit_eval] exact eval_validityExpr bits theorem validityCircuit_gates_le (q : Nat) : (validityCircuit q).gates.length ≤ 12 * (q + 1) ^ 2 := by simpa only [validityCircuit, Expr.circuit, Expr.gates_length] using size_validityExpr_le q end BinPackingGames.Foundations.Complexity.CookLevin.WitnessCircuit namespace BinPackingGames.Foundations.Complexity.CookLevin.VerifierBounds open Polynomial def initializationPolynomial (q : Polynomial ℕ) : Polynomial ℕ := C 8 * (q + 1) + C 15 def validationPolynomial (q : Polynomial ℕ) : Polynomial ℕ := C 12 * (q + 1) ^ 2 @[simp] theorem initializationPolynomial_eval (q : Polynomial ℕ) (n : ℕ) : (initializationPolynomial q).eval n = 8 * (q.eval n + 1) + 15 := by simp [initializationPolynomial] @[simp] theorem validationPolynomial_eval (q : Polynomial ℕ) (n : ℕ) : (validationPolynomial q).eval n = 12 * (q.eval n + 1) ^ 2 := by simp [validationPolynomial] def gatesPolynomial (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) (initialization validation : Polynomial ℕ) : Polynomial ℕ := let W := Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits W * initialization + validation + Bounds.horizonPolynomial p q * ((W + 1) * C expressionCost) + (C 3 * W + C 4) @[simp] theorem gatesPolynomial_eval (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) (initialization validation : Polynomial ℕ) (n : ℕ) : (gatesPolynomial p q pushes controlBits alphabetBits expressionCost initialization validation).eval n = (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n * initialization.eval n + validation.eval n + (Bounds.horizonPolynomial p q).eval n * (((Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 1) * expressionCost) + (3 * (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 4) := by simp [gatesPolynomial] def bitsPolynomial (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) (initialization validation : Polynomial ℕ) : Polynomial ℕ := Bounds.circuitBitsPolynomial (WitnessEncoding.freeInputPolynomial q) (gatesPolynomial p q pushes controlBits alphabetBits expressionCost initialization validation) def machineGatesPolynomial (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) : Polynomial ℕ := gatesPolynomial p q pushes controlBits alphabetBits expressionCost (initializationPolynomial q) (validationPolynomial q) def machineBitsPolynomial (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) : Polynomial ℕ := bitsPolynomial p q pushes controlBits alphabetBits expressionCost (initializationPolynomial q) (validationPolynomial q) @[simp] theorem machineGatesPolynomial_eval (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost n : ℕ) : (machineGatesPolynomial p q pushes controlBits alphabetBits expressionCost).eval n = (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n * (8 * (q.eval n + 1) + 15) + 12 * (q.eval n + 1) ^ 2 + (Bounds.horizonPolynomial p q).eval n * (((Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 1) * expressionCost) + (3 * (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 4) := by simp only [machineGatesPolynomial, gatesPolynomial_eval, initializationPolynomial_eval, validationPolynomial_eval] theorem toFormula_bits_le (circuit : Circuit) (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost : ℕ) (initialization validation : Polynomial ℕ) (n : ℕ) (hi : circuit.inputs ≤ 2 * q.eval n + 1) (hg : circuit.gates.length ≤ (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n * initialization.eval n + validation.eval n + (Bounds.horizonPolynomial p q).eval n * (((Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 1) * expressionCost) + (3 * (Bounds.configurationWidthPolynomial p q pushes controlBits alphabetBits).eval n + 4)) : (formulaBits circuit.toFormula).length ≤ (bitsPolynomial p q pushes controlBits alphabetBits expressionCost initialization validation).eval n := by apply Bounds.toFormula_bits_length_le_polynomial · simpa only [WitnessEncoding.freeInputPolynomial_eval] using hi · simpa only [gatesPolynomial_eval] using hg theorem toFormula_bits_le_machinePolynomial (circuit : Circuit) (p q : Polynomial ℕ) (pushes controlBits alphabetBits expressionCost n : ℕ) (hi : circuit.inputs ≤ 2 * q.eval n + 1) (hg : circuit.gates.length ≤ (machineGatesPolynomial p q pushes controlBits alphabetBits expressionCost).eval n) : (formulaBits circuit.toFormula).length ≤ (machineBitsPolynomial p q pushes controlBits alphabetBits expressionCost).eval n := by apply Bounds.toFormula_bits_length_le_polynomial · simpa only [WitnessEncoding.freeInputPolynomial_eval] using hi · exact hg end BinPackingGames.Foundations.Complexity.CookLevin.VerifierBounds namespace BinPackingGames.Foundations.Complexity.CookLevin.VerifierCircuit open Turing StatementCircuit CircuitBatch open scoped BigOperators local instance alphabetFinite (V : NPVerifier) : ∀ k, Fintype (V.computation.tm.Γ k) := V.finiteAlphabet local instance labelFinite (V : NPVerifier) : Fintype V.computation.tm.Λ := V.computation.tm.ΛFin local instance stateFinite (V : NPVerifier) : Fintype V.computation.tm.σ := V.computation.tm.σFin local instance labelDecidable (V : NPVerifier) : DecidableEq V.computation.tm.Λ := Classical.decEq _ local instance stateDecidable (V : NPVerifier) : DecidableEq V.computation.tm.σ := Classical.decEq _ local instance alphabetDecidable (V : NPVerifier) : ∀ k, DecidableEq (V.computation.tm.Γ k) := fun _ => Classical.decEq _ def capacity (V : NPVerifier) (n : Nat) : Nat := 2 * n + V.witnessBound.eval n + 1 + V.horizon n * Runtime.programPushBound V.computation.tm theorem capacity_pos (V : NPVerifier) (n : Nat) : 1 ≤ capacity V n := by unfold capacity omega abbrev FreeBits (V : NPVerifier) (input : List Bool) := WitnessEncoding.Bits (V.witnessBound.eval input.length) def machineInput (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) := (pairBits (input, WitnessEncoding.decode bits)).map V.computation.inputAlphabet.invFun def actualRun (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (t : Nat) : V.computation.tm.Cfg := BoundedExecution.run V.computation.tm (machineInput V input bits) t def accepting (V : NPVerifier) : V.computation.tm.Cfg := haltList V.computation.tm ([true].map V.computation.outputAlphabet.invFun) theorem stackCapacity_le (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) : BoundedExecution.stackCapacity V.computation.tm (machineInput V input bits) (V.horizon input.length) ≤ capacity V input.length := by have h := WitnessEncoding.pairBits_decode_length_le input bits simp only [BoundedExecution.stackCapacity, machineInput, List.length_map, capacity] omega theorem actualRun_stack_le (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (t : Nat) (ht : t ≤ V.horizon input.length) (k : V.computation.tm.K) : ((actualRun V input bits t).stk k).length ≤ capacity V input.length := (BoundedExecution.run_stack_le V.computation.tm (machineInput V input bits) (V.horizon input.length) t ht k).trans (stackCapacity_le V input bits) theorem actualRun_stepSafe (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (t : Nat) (ht : t < V.horizon input.length) : MachineCircuit.StepSafe (capacity V input.length) V.computation.tm.m (actualRun V input bits t) := by intro label _ apply BoundedExecution.statementSafe_of_budget intro k exact (BoundedExecution.statement_budget V.computation.tm (machineInput V input bits) (V.horizon input.length) t ht label k).trans (stackCapacity_le V input bits) theorem accepting_stack_le (V : NPVerifier) (input : List Bool) (k : V.computation.tm.K) : ((accepting V).stk k).length ≤ capacity V input.length := by by_cases hk : k = V.computation.tm.k₁ · subst k simpa [accepting, haltList] using capacity_pos V input.length · simp [accepting, haltList, hk] theorem actualRun_accepting_iff (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) : actualRun V input bits (V.horizon input.length) = accepting V ↔ V.verify (input, WitnessEncoding.decode bits) = true := by have hr := BoundedExecution.run_eq_halt_of_outputs V.computation.tm (machineInput V input bits) ([V.verify (input, WitnessEncoding.decode bits)].map V.computation.outputAlphabet.invFun) (V.horizon input.length) (V.runWithinHorizon input (WitnessEncoding.decode bits) (WitnessEncoding.decode_length_le bits)) change actualRun V input bits (V.horizon input.length) = _ at hr rw [hr] constructor · intro h have hs := congrArg (fun c : V.computation.tm.Cfg => c.stk V.computation.tm.k₁) h have he : V.computation.outputAlphabet.invFun (V.verify (input, WitnessEncoding.decode bits)) = V.computation.outputAlphabet.invFun true := by simpa [accepting, haltList] using hs exact V.computation.outputAlphabet.symm.injective he · intro h simp [h, accepting] abbrev Bit (V : NPVerifier) (input : List Bool) := ConfigBit V.computation.tm.Γ V.computation.tm.Λ V.computation.tm.σ (capacity V input.length) def indexing (V : NPVerifier) : ConfigIndex.Indexing V.computation.tm.Γ V.computation.tm.Λ V.computation.tm.σ := ConfigIndex.ofMachine V.computation.tm abbrev width (V : NPVerifier) (input : List Bool) : Nat := (indexing V).width (capacity V input.length) def bitEquiv (V : NPVerifier) (input : List Bool) : Bit V input ≃ Fin (width V input) := (indexing V).configIndexEquiv (capacity V input.length) def bitWire (V : NPVerifier) (input : List Bool) (b : Bit V input) : Fin (width V input + 1) := (bitEquiv V input b).castSucc def stateEncoding (V : NPVerifier) (input : List Bool) (cfg : V.computation.tm.Cfg) (valid : Bool) : Fin (width V input + 1) → Bool := Fin.lastCases valid (fun j => configEncoding (capacity V input.length) cfg ((bitEquiv V input).symm j)) @[simp] theorem stateEncoding_last (V : NPVerifier) (input : List Bool) (cfg : V.computation.tm.Cfg) (valid : Bool) : stateEncoding V input cfg valid (Fin.last (width V input)) = valid := by simp [stateEncoding] @[simp] theorem stateEncoding_bitWire (V : NPVerifier) (input : List Bool) (cfg : V.computation.tm.Cfg) (valid : Bool) (b : Bit V input) : stateEncoding V input cfg valid (bitWire V input b) = configEncoding (capacity V input.length) cfg b := by simp [stateEncoding, bitWire] def initialExpressions (V : NPVerifier) (input : List Bool) : Fin (width V input + 1) → Expr (Fin (2 * V.witnessBound.eval input.length + 1)) := Fin.lastCases (WitnessCircuit.validityExpr (V.witnessBound.eval input.length)) (fun j => WitnessCircuit.initExpr V input (capacity V input.length) ((bitEquiv V input).symm j)) def stepExpressions (V : NPVerifier) (input : List Bool) : Fin (width V input + 1) → Expr (Fin (width V input + 1)) := Fin.lastCases (.input (Fin.last (width V input))) (fun j => (MachineCircuit.stickyExpr (capacity V input.length) V.computation.tm.m ((bitEquiv V input).symm j)).rename (bitWire V input)) theorem initialExpressions_eval (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (hv : WitnessEncoding.Valid bits) : (fun j => (initialExpressions V input j).eval bits) = stateEncoding V input (WitnessEncoding.initial V input bits) ((WitnessCircuit.validityExpr _).eval bits) := by funext j refine Fin.lastCases ?_ (fun i => ?_) j · simp [initialExpressions, stateEncoding] · simpa [initialExpressions, stateEncoding] using WitnessCircuit.eval_initExpr V input (capacity V input.length) bits hv ((bitEquiv V input).symm i) theorem stepExpressions_eval (V : NPVerifier) (input : List Bool) (cfg : V.computation.tm.Cfg) (safe : MachineCircuit.StepSafe (capacity V input.length) V.computation.tm.m cfg) (valid : Bool) : Frame.network (stepExpressions V input) (stateEncoding V input cfg valid) = stateEncoding V input (BoundedExecution.stickyNext V.computation.tm cfg) valid := by funext j refine Fin.lastCases ?_ (fun i => ?_) j · simp [Frame.network, stepExpressions, Expr.eval, stateEncoding] · simp only [Frame.network, stepExpressions, Fin.lastCases_castSucc, Expr.eval_rename] have he : (fun b => stateEncoding V input cfg valid (bitWire V input b)) = configEncoding (capacity V input.length) cfg := by funext b; simp rw [he, MachineCircuit.stickyExpr_eval _ _ cfg safe] simp only [stateEncoding, Fin.lastCases_castSucc] rfl def initialFrame (V : NPVerifier) (input : List Bool) : Frame (2 * V.witnessBound.eval input.length + 1) (width V input + 1) := (Frame.initial id).step (initialExpressions V input) def timeFrame (V : NPVerifier) (input : List Bool) (t : Nat) : Frame (2 * V.witnessBound.eval input.length + 1) (width V input + 1) := (initialFrame V input).repeat (stepExpressions V input) t theorem initialFrame_eval (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (hv : WitnessEncoding.Valid bits) : (initialFrame V input).eval bits = stateEncoding V input (WitnessEncoding.initial V input bits) ((WitnessCircuit.validityExpr _).eval bits) := by rw [initialFrame, Frame.step_eval_fun] have hi : (Frame.initial id).eval bits = bits := by funext i; simp rw [hi] exact initialExpressions_eval V input bits hv theorem timeFrame_validity (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (t : Nat) : (timeFrame V input t).eval bits (Fin.last (width V input)) = (WitnessCircuit.validityExpr (V.witnessBound.eval input.length)).eval bits := by induction t with | zero => simp only [timeFrame, Frame.repeat, initialFrame, Frame.step_eval, initialExpressions, Fin.lastCases_last] apply Expr.eval_congr intro i exact Frame.initial_eval id bits i | succ t ih => simpa only [timeFrame, Frame.repeat, Frame.step_eval, stepExpressions, Fin.lastCases_last, Expr.eval] using ih theorem timeFrame_eval (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) (hv : WitnessEncoding.Valid bits) (t : Nat) (ht : t ≤ V.horizon input.length) : (timeFrame V input t).eval bits = stateEncoding V input (actualRun V input bits t) ((WitnessCircuit.validityExpr _).eval bits) := by induction t with | zero => exact initialFrame_eval V input bits hv | succ t ih => have hprev := ih (by omega) change ((timeFrame V input t).step (stepExpressions V input)).eval bits = _ rw [Frame.step_eval_fun, hprev] have hs := stepExpressions_eval V input (actualRun V input bits t) (actualRun_stepSafe V input bits t (by omega)) ((WitnessCircuit.validityExpr _).eval bits) change (fun i => (stepExpressions V input i).eval (stateEncoding V input (actualRun V input bits t) ((WitnessCircuit.validityExpr _).eval bits))) = _ at hs simpa only [actualRun, BoundedExecution.run_succ] using hs def mismatchExpr (V : NPVerifier) (input : List Bool) (j : Fin (width V input)) : Expr (Fin (width V input + 1)) := if configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) then .not (.input j.castSucc) else .input j.castSucc def acceptanceExpr (V : NPVerifier) (input : List Bool) : Expr (Fin (width V input + 1)) := .and (.input (Fin.last (width V input))) (.not (Expr.disjoin (List.ofFn (mismatchExpr V input)))) theorem mismatchExpr_eval (V : NPVerifier) (input : List Bool) (state : Fin (width V input + 1) → Bool) (j : Fin (width V input)) : (mismatchExpr V input j).eval state = true ↔ state j.castSucc ≠ configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) := by cases ht : configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) <;> cases hs : state j.castSucc <;> simp [mismatchExpr, Expr.eval, ht, hs] theorem acceptanceExpr_eval (V : NPVerifier) (input : List Bool) (state : Fin (width V input + 1) → Bool) : (acceptanceExpr V input).eval state = true ↔ state (Fin.last (width V input)) = true ∧ ∀ j : Fin (width V input), state j.castSucc = configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) := by have hd : (Expr.disjoin (List.ofFn (mismatchExpr V input))).eval state = true ↔ ∃ j : Fin (width V input), state j.castSucc ≠ configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) := by rw [Expr.eval_disjoin_true] constructor · rintro ⟨e, he, hv⟩ obtain ⟨j, rfl⟩ := List.mem_ofFn.mp he exact ⟨j, (mismatchExpr_eval V input state j).mp hv⟩ · rintro ⟨j, hj⟩ exact ⟨_, List.mem_ofFn.mpr ⟨j, rfl⟩, (mismatchExpr_eval V input state j).mpr hj⟩ have hz : (Expr.disjoin (List.ofFn (mismatchExpr V input))).eval state = false ↔ ∀ j : Fin (width V input), state j.castSucc = configEncoding (capacity V input.length) (accepting V) ((bitEquiv V input).symm j) := by constructor · intro h j by_contra hj have ht := hd.mpr ⟨j, hj⟩ rw [h] at ht contradiction · intro h cases ht : (Expr.disjoin (List.ofFn (mismatchExpr V input))).eval state with | false => rfl | true => obtain ⟨j, hj⟩ := hd.mp ht exact False.elim (hj (h j)) simp only [acceptanceExpr, Expr.eval, Bool.and_eq_true, Bool.not_eq_true_eq_eq_false] exact and_congr_right (fun _ => hz) theorem acceptanceExpr_stateEncoding (V : NPVerifier) (input : List Bool) (cfg : V.computation.tm.Cfg) (valid : Bool) (hcfg : ∀ k, (cfg.stk k).length ≤ capacity V input.length) : (acceptanceExpr V input).eval (stateEncoding V input cfg valid) = true ↔ valid = true ∧ cfg = accepting V := by rw [acceptanceExpr_eval] constructor · rintro ⟨hv, hbits⟩ refine ⟨by simpa using hv, ?_⟩ apply MachineCircuit.configEncoding_injective (capacity V input.length) cfg (accepting V) hcfg (accepting_stack_le V input) funext b have h := hbits (bitEquiv V input b) simpa [stateEncoding] using h · rintro ⟨hv, rfl⟩ simp [stateEncoding, hv] def circuitOfVerifier (V : NPVerifier) (input : List Bool) : Circuit := ((timeFrame V input (V.horizon input.length)).step (fun _ : Fin 1 => acceptanceExpr V input)).toCircuit 0 @[simp] theorem circuitOfVerifier_inputs (V : NPVerifier) (input : List Bool) : (circuitOfVerifier V input).inputs = 2 * V.witnessBound.eval input.length + 1 := rfl theorem circuitOfVerifier_eval (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) : (circuitOfVerifier V input).eval bits = (acceptanceExpr V input).eval ((timeFrame V input (V.horizon input.length)).eval bits) := by change (((timeFrame V input (V.horizon input.length)).step (fun _ : Fin 1 => acceptanceExpr V input)).toCircuit 0).eval bits = _ rw [Frame.toCircuit_eval, Frame.step_eval] theorem circuitOfVerifier_accepts_iff (V : NPVerifier) (input : List Bool) (bits : FreeBits V input) : (circuitOfVerifier V input).eval bits = true ↔ WitnessEncoding.Valid bits ∧ V.verify (input, WitnessEncoding.decode bits) = true := by rw [circuitOfVerifier_eval] constructor · intro h have hvalid := ((acceptanceExpr_eval V input _).mp h).1 rw [timeFrame_validity] at hvalid have hv : WitnessEncoding.Valid bits := (WitnessCircuit.eval_validityExpr bits).mp hvalid rw [timeFrame_eval V input bits hv _ le_rfl] at h have he := (acceptanceExpr_stateEncoding V input (actualRun V input bits (V.horizon input.length)) _ (actualRun_stack_le V input bits _ le_rfl)).mp h exact ⟨hv, (actualRun_accepting_iff V input bits).mp he.2⟩ · rintro ⟨hv, hverify⟩ rw [timeFrame_eval V input bits hv _ le_rfl] apply (acceptanceExpr_stateEncoding V input (actualRun V input bits (V.horizon input.length)) _ (actualRun_stack_le V input bits _ le_rfl)).mpr exact ⟨(WitnessCircuit.eval_validityExpr bits).mpr hv, (actualRun_accepting_iff V input bits).mpr hverify⟩ theorem circuitOfVerifier_correct (V : NPVerifier) (input : List Bool) : (circuitOfVerifier V input).toFormula.Satisfiable ↔ V.Accepts input := by rw [Circuit.toFormula_satisfiable_iff_eval, WitnessEncoding.accepts_iff_valid_assignment] change (∃ bits : FreeBits V input, (circuitOfVerifier V input).eval bits = true) ↔ _ exact exists_congr (fun bits => circuitOfVerifier_accepts_iff V input bits) theorem mismatchExpr_size_le (V : NPVerifier) (input : List Bool) (j : Fin (width V input)) : (mismatchExpr V input j).size ≤ 2 := by unfold mismatchExpr split <;> simp [Expr.size] theorem acceptanceExpr_size_le (V : NPVerifier) (input : List Bool) : (acceptanceExpr V input).size ≤ 3 * width V input + 4 := by have h := Expr.size_disjoin_le (List.ofFn (mismatchExpr V input)) 2 (by intro e he obtain ⟨j, rfl⟩ := List.mem_ofFn.mp he exact mismatchExpr_size_le V input j) simp only [List.length_ofFn] at h simp only [acceptanceExpr, Expr.size] omega theorem stepExpressions_size_le (V : NPVerifier) (input : List Bool) (j : Fin (width V input + 1)) : (stepExpressions V input j).size ≤ MachineCircuit.expressionCost V.computation.tm.m := by refine Fin.lastCases ?_ (fun i => ?_) j · simp only [stepExpressions, Fin.lastCases_last, Expr.size, MachineCircuit.expressionCost] omega · simpa [stepExpressions] using MachineCircuit.stickyExpr_size_le (capacity V input.length) V.computation.tm.m ((bitEquiv V input).symm i) theorem initialExpressions_cost_le (V : NPVerifier) (input : List Bool) : Batch.cost (List.ofFn (initialExpressions V input)) ≤ width V input * (8 * (V.witnessBound.eval input.length + 1) + 15) + 12 * (V.witnessBound.eval input.length + 1) ^ 2 := by rw [Batch.cost_ofFn, Fin.sum_univ_castSucc] simp only [initialExpressions, Fin.lastCases_castSucc, Fin.lastCases_last] apply Nat.add_le_add · calc _ ≤ ∑ _ : Fin (width V input), (8 * (V.witnessBound.eval input.length + 1) + 15) := by apply Finset.sum_le_sum intro i _ exact WitnessCircuit.size_initExpr_le V input (capacity V input.length) ((bitEquiv V input).symm i) _ = _ := by simp · exact WitnessCircuit.size_validityExpr_le _ theorem circuitOfVerifier_gate_count (V : NPVerifier) (input : List Bool) : (circuitOfVerifier V input).gates.length = Batch.cost (List.ofFn (initialExpressions V input)) + V.horizon input.length * Batch.cost (List.ofFn (stepExpressions V input)) + (acceptanceExpr V input).size := by change ((timeFrame V input (V.horizon input.length)).step (fun _ : Fin 1 => acceptanceExpr V input)).fragment.gates.length = _ rw [Frame.step_gate_count] simp only [timeFrame, Frame.repeat_gate_count, initialFrame, Frame.step_gate_count, Frame.initial, Fragment.empty, List.length_nil, Nat.zero_add] have hsingle : Batch.cost (List.ofFn (fun _ : Fin 1 => acceptanceExpr V input)) = (acceptanceExpr V input).size := by simp [Batch.cost] rw [hsingle] theorem circuitOfVerifier_gates_le (V : NPVerifier) (input : List Bool) : (circuitOfVerifier V input).gates.length ≤ width V input * (8 * (V.witnessBound.eval input.length + 1) + 15) + 12 * (V.witnessBound.eval input.length + 1) ^ 2 + V.horizon input.length * ((width V input + 1) * MachineCircuit.expressionCost V.computation.tm.m) + (3 * width V input + 4) := by rw [circuitOfVerifier_gate_count] exact Nat.add_le_add (Nat.add_le_add (initialExpressions_cost_le V input) (Nat.mul_le_mul_left _ (Batch.cost_ofFn_le _ _ (stepExpressions_size_le V input)))) (acceptanceExpr_size_le V input) def widthPolynomial (V : NPVerifier) : Polynomial Nat := Bounds.configurationWidthPolynomial V.computation.time V.witnessBound (Runtime.programPushBound V.computation.tm) ((indexing V).labelCount + (indexing V).stateCount) (indexing V).symbolCount theorem widthPolynomial_eval (V : NPVerifier) (input : List Bool) : (widthPolynomial V).eval input.length = width V input := by simp [widthPolynomial, width, ConfigIndex.Indexing.width, capacity, NPVerifier.horizon, Nat.mul_comm] def gatePolynomial (V : NPVerifier) : Polynomial Nat := VerifierBounds.machineGatesPolynomial V.computation.time V.witnessBound (Runtime.programPushBound V.computation.tm) ((indexing V).labelCount + (indexing V).stateCount) (indexing V).symbolCount (MachineCircuit.expressionCost V.computation.tm.m) def formulaPolynomial (V : NPVerifier) : Polynomial Nat := VerifierBounds.machineBitsPolynomial V.computation.time V.witnessBound (Runtime.programPushBound V.computation.tm) ((indexing V).labelCount + (indexing V).stateCount) (indexing V).symbolCount (MachineCircuit.expressionCost V.computation.tm.m) theorem circuitOfVerifier_gates_le_polynomial (V : NPVerifier) (input : List Bool) : (circuitOfVerifier V input).gates.length ≤ (gatePolynomial V).eval input.length := by have hw := widthPolynomial_eval V input unfold widthPolynomial at hw simpa only [gatePolynomial, VerifierBounds.machineGatesPolynomial_eval, hw, Bounds.horizonPolynomial_eval, NPVerifier.horizon] using circuitOfVerifier_gates_le V input theorem circuitOfVerifier_formulaBits_length_le (V : NPVerifier) (input : List Bool) : (formulaBits (circuitOfVerifier V input).toFormula).length ≤ (formulaPolynomial V).eval input.length := by unfold formulaPolynomial apply VerifierBounds.toFormula_bits_le_machinePolynomial · exact Nat.le_refl _ · exact circuitOfVerifier_gates_le_polynomial V input end BinPackingGames.Foundations.Complexity.CookLevin.VerifierCircuit end end OAI