Download lean/OAI/Computability/BinPacking/Reductions/Target.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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4.17 kB
| import Std | |
| namespace OAI | |
| namespace BinPackingGames.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 BinPackingGames.Foundations.Target | |
| end OAI | |