import Mathlib namespace OAI namespace IndependentSetsGames.Foundations.Target structure Literal («variables» : Nat) where variableIndex : Fin «variables» positive : Bool deriving DecidableEq def Literal.eval {n : Nat} (literal : Literal n) (assignment : Fin n → Bool) : Bool := if literal.positive then assignment literal.variableIndex else !(assignment literal.variableIndex) abbrev Clause («variables» : Nat) := Vector (Literal «variables») 3 def Clause.eval {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : Bool := (clause[0].eval assignment || clause[1].eval assignment) || clause[2].eval assignment structure Formula where «variables» : Nat clauses : List (Clause «variables») def Formula.Satisfiable (formula : Formula) : Prop := ∃ assignment : Fin formula.«variables» → Bool, ∀ clause ∈ formula.clauses, clause.eval assignment = true structure PermutationTable (alphabet : Nat) where images : Vector (Fin alphabet) alphabet inverseImages : Vector (Fin alphabet) alphabet leftInverse : ∀ label : Fin alphabet, inverseImages[images[label]] = label rightInverse : ∀ label : Fin alphabet, images[inverseImages[label]] = label theorem PermutationTable.images_injective {q : Nat} (table : PermutationTable q) {x y : Fin q} (h : table.images[x] = table.images[y]) : x = y := by have inverseEquality := congrArg (fun label : Fin q => table.inverseImages[label]) h simpa only [table.leftInverse] using inverseEquality theorem PermutationTable.images_surjective {q : Nat} (table : PermutationTable q) (label : Fin q) : ∃ preimage : Fin q, table.images[preimage] = label := ⟨table.inverseImages[label], table.rightInverse label⟩ structure Constraint (vertices alphabet : Nat) where source : Fin vertices target : Fin vertices permutation : PermutationTable alphabet def Constraint.satisfied {n q : Nat} (constraint : Constraint n q) (labeling : Fin n → Fin q) : Bool := decide (constraint.permutation.images[labeling constraint.source] = labeling constraint.target) structure Instance (alphabet : Nat) where vertices : Nat constraints : List (Constraint vertices alphabet) nonempty : constraints ≠ [] def countSatisfied {n q : Nat} (labeling : Fin n → Fin q) : List (Constraint n q) → Nat | [] => 0 | constraint :: rest => (if constraint.satisfied labeling then 1 else 0) + countSatisfied labeling rest theorem countSatisfied_le_length {n q : Nat} (labeling : Fin n → Fin q) (constraints : List (Constraint n q)) : countSatisfied labeling constraints ≤ constraints.length := by induction constraints with | nil => simp [countSatisfied] | cons constraint rest ih => simp only [countSatisfied, List.length_cons] split <;> omega theorem Instance.constraintCount_positive {q : Nat} (game : Instance q) : 0 < game.constraints.length := by cases h : game.constraints with | nil => exact False.elim (game.nonempty h) | cons constraint rest => simp structure RationalError where numerator : Nat denominator : Nat numeratorPositive : 0 < numerator denominatorPositive : 0 < denominator belowHalf : 2 * numerator < denominator def CompleteAt {q : Nat} (error : RationalError) (game : Instance q) : Prop := ∃ labeling : Fin game.vertices → Fin q, error.denominator * game.constraints.length ≤ error.denominator * countSatisfied labeling game.constraints + error.numerator * game.constraints.length def SoundAt {q : Nat} (error : RationalError) (game : Instance q) : Prop := ∀ labeling : Fin game.vertices → Fin q, error.denominator * countSatisfied labeling game.constraints ≤ error.numerator * game.constraints.length structure SemanticGapReduction (completenessError soundnessError : RationalError) where alphabet : Nat alphabetAtLeastTwo : 2 ≤ alphabet reduce : Formula → Instance alphabet completeness : ∀ formula : Formula, formula.Satisfiable → CompleteAt completenessError (reduce formula) soundness : ∀ formula : Formula, ¬ formula.Satisfiable → SoundAt soundnessError (reduce formula) end IndependentSetsGames.Foundations.Target namespace IndependentSetsGames.Foundations.Complexity def encodeWord (n : Nat) : List Bool := List.replicate n true ++ [false] def encodeWords : List Nat → List Bool | [] => [] | n :: ns => encodeWord n ++ encodeWords ns def decodeWordsAux : List Bool → Nat → Option (List Nat) | [], 0 => some [] | [], _ + 1 => none | true :: bs, n => decodeWordsAux bs (n + 1) | false :: bs, n => (decodeWordsAux bs 0).map (n :: ·) def decodeWords (bs : List Bool) : Option (List Nat) := decodeWordsAux bs 0 theorem decodeWordsAux_word (n k : Nat) (bs : List Bool) : decodeWordsAux (encodeWord n ++ bs) k = (decodeWordsAux bs 0).map ((k + n) :: ·) := by induction n generalizing k with | zero => simp [encodeWord, decodeWordsAux] | succ n ih => simp only [encodeWord, List.replicate_succ, List.cons_append, List.append_assoc, decodeWordsAux] simpa [encodeWord, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ih (k + 1) @[simp] theorem decodeWords_encodeWords (ns : List Nat) : decodeWords (encodeWords ns) = some ns := by induction ns with | nil => rfl | cons n ns ih => simp only [decodeWords, encodeWords, decodeWordsAux_word, Nat.zero_add] simpa [decodeWords] using congrArg (Option.map (n :: ·)) ih theorem encodeWords_injective {xs ys : List Nat} (h : encodeWords xs = encodeWords ys) : xs = ys := by have decoded := congrArg decodeWords h simpa only [decodeWords_encodeWords, Option.some.injEq] using decoded @[simp] theorem encodeWord_length (n : Nat) : (encodeWord n).length = n + 1 := by simp [encodeWord] @[simp] theorem encodeWords_append (xs ys : List Nat) : encodeWords (xs ++ ys) = encodeWords xs ++ encodeWords ys := by induction xs with | nil => rfl | cons x xs ih => simp [encodeWords, ih, List.append_assoc] @[simp] theorem encodeWords_length (ns : List Nat) : (encodeWords ns).length = ns.sum + ns.length := by induction ns with | nil => rfl | cons n ns ih => simp [encodeWords, ih]; omega theorem encodeWords_length_le (ns : List Nat) (bound : Nat) (bounded : ∀ n ∈ ns, n ≤ bound) : (encodeWords ns).length ≤ ns.length * (bound + 1) := by induction ns with | nil => simp [encodeWords] | cons n ns ih => have hn := bounded n (by simp) have hns := ih (fun x hx => bounded x (by simp [hx])) simp only [encodeWords, List.length_append, encodeWord_length, List.length_cons, Nat.add_mul, Nat.one_mul] omega open Target def literalWords {n : Nat} (literal : Literal n) : List Nat := [literal.variableIndex.val, if literal.positive then 1 else 0] def clauseWords {n : Nat} (clause : Clause n) : List Nat := literalWords clause[0] ++ literalWords clause[1] ++ literalWords clause[2] def formulaWords (formula : Formula) : List Nat := [formula.«variables», formula.clauses.length] ++ formula.clauses.flatMap clauseWords def formulaBits (formula : Formula) : List Bool := encodeWords (formulaWords formula) @[simp] theorem literalWords_length {n : Nat} (literal : Literal n) : (literalWords literal).length = 2 := by simp [literalWords] @[simp] theorem clauseWords_length {n : Nat} (clause : Clause n) : (clauseWords clause).length = 6 := by simp [clauseWords] theorem clausesWords_length {n : Nat} (clauses : List (Clause n)) : (clauses.flatMap clauseWords).length = 6 * clauses.length := by induction clauses with | nil => rfl | cons clause clauses ih => simp only [List.flatMap_cons, List.length_append, clauseWords_length, List.length_cons, ih, Nat.mul_add, Nat.mul_one] omega @[simp] theorem formulaWords_length (formula : Formula) : (formulaWords formula).length = 2 + 6 * formula.clauses.length := by simp only [formulaWords, List.length_append, List.length_cons, List.length_nil, clausesWords_length] theorem literalBits_length_le {n : Nat} (literal : Literal n) : (encodeWords (literalWords literal)).length ≤ n + 2 := by have hindex := literal.variableIndex.isLt cases hp : literal.positive <;> simp [literalWords, hp] theorem clauseBits_length_le {n : Nat} (clause : Clause n) : (encodeWords (clauseWords clause)).length ≤ 3 * (n + 2) := by have h0 := literalBits_length_le clause[0] have h1 := literalBits_length_le clause[1] have h2 := literalBits_length_le clause[2] simp only [clauseWords, encodeWords_append, List.length_append] omega theorem clausesBits_length_le {n : Nat} (clauses : List (Clause n)) : (encodeWords (clauses.flatMap clauseWords)).length ≤ clauses.length * (3 * (n + 2)) := by induction clauses with | nil => simp [encodeWords] | cons clause clauses ih => have hc := clauseBits_length_le clause simp only [List.flatMap_cons, encodeWords_append, List.length_append, List.length_cons, Nat.add_mul, Nat.one_mul] omega theorem formulaBits_length_le (formula : Formula) : (formulaBits formula).length ≤ formula.«variables» + formula.clauses.length + 2 + formula.clauses.length * (3 * (formula.«variables» + 2)) := by have h := clausesBits_length_le formula.clauses simp only [formulaBits, formulaWords, encodeWords_append, List.length_append, encodeWords, encodeWord_length, List.length_nil] omega end IndependentSetsGames.Foundations.Complexity end OAI