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| import Mathlib | |
| import OAI.Computability.MaxCut.Games.Target | |
| namespace OAI | |
| namespace MaxCutGames.Foundations.PCP | |
| open Target | |
| structure ClauseAnswer where | |
| first : Bool | |
| second : Bool | |
| third : Bool | |
| deriving DecidableEq | |
| inductive Slot where | |
| | first | |
| | second | |
| | third | |
| deriving DecidableEq | |
| def answerAt (answer : ClauseAnswer) : Slot → Bool | |
| | .first => answer.first | |
| | .second => answer.second | |
| | .third => answer.third | |
| def nameAt {n : Nat} (clause : Clause n) : Slot → Fin n | |
| | .first => clause[0].variableIndex | |
| | .second => clause[1].variableIndex | |
| | .third => clause[2].variableIndex | |
| def literalValue (positive value : Bool) : Bool := | |
| if positive then value else !value | |
| def localSatisfies {n : Nat} (clause : Clause n) (answer : ClauseAnswer) : Bool := | |
| (literalValue clause[0].positive answer.first || | |
| literalValue clause[1].positive answer.second) || | |
| literalValue clause[2].positive answer.third | |
| def honestAnswer {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : ClauseAnswer := | |
| ⟨assignment clause[0].variableIndex, assignment clause[1].variableIndex, | |
| assignment clause[2].variableIndex⟩ | |
| theorem honest_satisfies {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : | |
| localSatisfies clause (honestAnswer clause assignment) = clause.eval assignment := rfl | |
| theorem honest_answerAt {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) | |
| (slot : Slot) : answerAt (honestAnswer clause assignment) slot = | |
| assignment (nameAt clause slot) := by | |
| cases slot <;> rfl | |
| def matchingSlots (a b : ClauseAnswer) : Nat := | |
| (if a.first = b.first then 1 else 0) + | |
| (if a.second = b.second then 1 else 0) + | |
| (if a.third = b.third then 1 else 0) | |
| theorem matchingSlots_le (a b : ClauseAnswer) : matchingSlots a b ≤ 3 := by | |
| rcases a with ⟨a₁,a₂,a₃⟩ | |
| rcases b with ⟨b₁,b₂,b₃⟩ | |
| cases a₁ <;> cases a₂ <;> cases a₃ <;> cases b₁ <;> cases b₂ <;> cases b₃ <;> decide | |
| theorem matchingSlots_eq_three (a b : ClauseAnswer) : matchingSlots a b = 3 ↔ a = b := by | |
| rcases a with ⟨a₁,a₂,a₃⟩ | |
| rcases b with ⟨b₁,b₂,b₃⟩ | |
| cases a₁ <;> cases a₂ <;> cases a₃ <;> cases b₁ <;> cases b₂ <;> cases b₃ <;> decide | |
| def acceptedSlots {n : Nat} (clause : Clause n) (alice bob : ClauseAnswer) : Nat := | |
| if localSatisfies clause alice then matchingSlots alice bob else 0 | |
| def clauseFailure {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : Nat := | |
| if clause.eval assignment then 0 else 1 | |
| /-- A failed Bob clause forces one rejection among its three incidence events. -/ | |
| theorem local_rejection_bound {n : Nat} (clause : Clause n) (alice : ClauseAnswer) | |
| (bob : Fin n → Bool) : | |
| acceptedSlots clause alice (honestAnswer clause bob) + clauseFailure clause bob ≤ 3 := by | |
| have hle := matchingSlots_le alice (honestAnswer clause bob) | |
| by_cases hb : clause.eval bob = true | |
| · simp only [clauseFailure, hb, ↓reduceIte, Nat.add_zero] | |
| unfold acceptedSlots | |
| split <;> omega | |
| · have hfailure : clauseFailure clause bob = 1 := by simp [clauseFailure, hb] | |
| rw [hfailure] | |
| by_cases ha : localSatisfies clause alice = true | |
| · have hne : alice ≠ honestAnswer clause bob := by | |
| intro h | |
| subst alice | |
| exact hb ((honest_satisfies clause bob).symm.trans ha) | |
| have hlt : matchingSlots alice (honestAnswer clause bob) ≠ 3 := by | |
| intro h | |
| exact hne ((matchingSlots_eq_three _ _).mp h) | |
| simp only [acceptedSlots, ha, ↓reduceIte] | |
| omega | |
| · simp [acceptedSlots, ha] | |
| def clauseAt (formula : Formula) (index : Fin formula.clauses.length) : | |
| Clause formula.«variables» := formula.clauses[index.val] | |
| abbrev RandomEvent (formula : Formula) := Fin formula.clauses.length × Slot | |
| abbrev AliceStrategy (formula : Formula) := Fin formula.clauses.length → ClauseAnswer | |
| abbrev BobStrategy (formula : Formula) := Fin formula.«variables» → Bool | |
| /-- Explicit finite verifier. The occurrence and slot are randomness, never an | |
| additional argument supplied to Bob's strategy. -/ | |
| def accepts (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) | |
| (event : RandomEvent formula) : Bool := | |
| localSatisfies (clauseAt formula event.1) (alice event.1) && | |
| decide (answerAt (alice event.1) event.2 = bob (nameAt (clauseAt formula event.1) event.2)) | |
| def acceptedCount (formula : Formula) (alice : AliceStrategy formula) | |
| (bob : BobStrategy formula) : List (Fin formula.clauses.length) → Nat | |
| | [] => 0 | |
| | i :: rest => acceptedSlots (clauseAt formula i) (alice i) | |
| (honestAnswer (clauseAt formula i) bob) + acceptedCount formula alice bob rest | |
| def failureCount (formula : Formula) (bob : BobStrategy formula) : | |
| List (Fin formula.clauses.length) → Nat | |
| | [] => 0 | |
| | i :: rest => clauseFailure (clauseAt formula i) bob + failureCount formula bob rest | |
| theorem total_rejection_bound (formula : Formula) (alice : AliceStrategy formula) | |
| (bob : BobStrategy formula) (indices : List (Fin formula.clauses.length)) : | |
| acceptedCount formula alice bob indices + failureCount formula bob indices ≤ | |
| 3 * indices.length := by | |
| induction indices with | |
| | nil => simp [acceptedCount, failureCount] | |
| | cons i rest ih => | |
| have h := local_rejection_bound (clauseAt formula i) (alice i) bob | |
| simp only [acceptedCount, failureCount, List.length_cons] | |
| omega | |
| def allIndices (formula : Formula) : List (Fin formula.clauses.length) := | |
| List.finRange formula.clauses.length | |
| /-- Count form of Håstad Lemma 3.1: a fraction `a/b` of failed clauses gives | |
| a fraction at least `a/(3*b)` of failed verifier events. -/ | |
| theorem hastad_basic_verifier_soundness (formula : Formula) (a b : Nat) | |
| (sourceGap : ∀ bob : BobStrategy formula, | |
| a * formula.clauses.length ≤ b * failureCount formula bob (allIndices formula)) | |
| (alice : AliceStrategy formula) (bob : BobStrategy formula) : | |
| b * acceptedCount formula alice bob (allIndices formula) + a * formula.clauses.length ≤ | |
| b * (3 * formula.clauses.length) := by | |
| have ht := Nat.mul_le_mul_left b (total_rejection_bound formula alice bob (allIndices formula)) | |
| have hg := sourceGap bob | |
| simp only [allIndices, List.length_finRange, Nat.mul_add] at * | |
| omega | |
| theorem honest_accepts (formula : Formula) (assignment : BobStrategy formula) | |
| (satisfies : ∀ clause ∈ formula.clauses, clause.eval assignment = true) | |
| (event : RandomEvent formula) : | |
| accepts formula (fun i => honestAnswer (clauseAt formula i) assignment) assignment event = true := by | |
| have hc : (clauseAt formula event.1).eval assignment = true := | |
| satisfies _ (List.getElem_mem _) | |
| simp [accepts, honest_satisfies, honest_answerAt, hc] | |
| /-- Pointwise perfect completeness, including the exact input syntax. -/ | |
| theorem verifier_completeness (formula : Formula) (sat : formula.Satisfiable) : | |
| ∃ (alice : AliceStrategy formula) (bob : BobStrategy formula), | |
| ∀ event : RandomEvent formula, accepts formula alice bob event = true := by | |
| rcases sat with ⟨assignment, hs⟩ | |
| exact ⟨fun i => honestAnswer (clauseAt formula i) assignment, assignment, | |
| honest_accepts formula assignment hs⟩ | |
| /-- The valid left labels and projection maps give the concrete Label Cover | |
| presentation. Their alphabet depends on the clause, with at most 8 bit triples. -/ | |
| abbrev LeftLabel (formula : Formula) (i : Fin formula.clauses.length) := | |
| { answer : ClauseAnswer // localSatisfies (clauseAt formula i) answer = true } | |
| def edgeProjection (formula : Formula) (event : RandomEvent formula) | |
| (label : LeftLabel formula event.1) : Bool := answerAt label.val event.2 | |
| theorem verifier_eq_projection (formula : Formula) | |
| (alice : ∀ i, LeftLabel formula i) (bob : BobStrategy formula) (event : RandomEvent formula) : | |
| accepts formula (fun i => (alice i).val) bob event = | |
| decide (edgeProjection formula event (alice event.1) = | |
| bob (nameAt (clauseAt formula event.1) event.2)) := by | |
| simp [accepts, (alice event.1).property, edgeProjection] ; rfl | |
| /-- A materialized list of all three slot events at an occurrence. -/ | |
| def eventsAt (formula : Formula) (i : Fin formula.clauses.length) : List (RandomEvent formula) := | |
| [(i, .first), (i, .second), (i, .third)] | |
| def enumerateEvents (formula : Formula) : List (Fin formula.clauses.length) → | |
| List (RandomEvent formula) | |
| | [] => [] | |
| | i :: rest => eventsAt formula i ++ enumerateEvents formula rest | |
| theorem length_enumerateEvents (formula : Formula) (indices : List (Fin formula.clauses.length)) : | |
| (enumerateEvents formula indices).length = 3 * indices.length := by | |
| induction indices with | |
| | nil => simp [enumerateEvents] | |
| | cons i rest ih => | |
| simp only [enumerateEvents, eventsAt, List.length_append, List.length_cons, | |
| List.length_nil, ih] | |
| omega | |
| theorem accepted_eventsAt (formula : Formula) (alice : AliceStrategy formula) | |
| (bob : BobStrategy formula) (i : Fin formula.clauses.length) : | |
| ((eventsAt formula i).filter (accepts formula alice bob)).length = | |
| acceptedSlots (clauseAt formula i) (alice i) (honestAnswer (clauseAt formula i) bob) := by | |
| by_cases hs : localSatisfies (clauseAt formula i) (alice i) = true | |
| · by_cases h₁ : (alice i).first = bob (clauseAt formula i)[0].variableIndex <;> | |
| by_cases h₂ : (alice i).second = bob (clauseAt formula i)[1].variableIndex <;> | |
| by_cases h₃ : (alice i).third = bob (clauseAt formula i)[2].variableIndex <;> | |
| simp [eventsAt, accepts, acceptedSlots, matchingSlots, honestAnswer, | |
| answerAt, nameAt, hs, h₁, h₂, h₃] | |
| · simp [eventsAt, accepts, acceptedSlots, hs] | |
| /-- The rejection-count proof counts exactly the explicit verifier's accepted | |
| random events; it is not a separate abstract score. -/ | |
| theorem accepted_enumerateEvents (formula : Formula) (alice : AliceStrategy formula) | |
| (bob : BobStrategy formula) (indices : List (Fin formula.clauses.length)) : | |
| ((enumerateEvents formula indices).filter (accepts formula alice bob)).length = | |
| acceptedCount formula alice bob indices := by | |
| induction indices with | |
| | nil => simp [enumerateEvents, acceptedCount] | |
| | cons i rest ih => | |
| simp only [enumerateEvents, List.filter_append, List.length_append, | |
| accepted_eventsAt, ih, acceptedCount] | |
| def allEvents (formula : Formula) : List (RandomEvent formula) := | |
| enumerateEvents formula (allIndices formula) | |
| theorem length_allEvents (formula : Formula) : | |
| (allEvents formula).length = 3 * formula.clauses.length := by | |
| simp [allEvents, length_enumerateEvents, allIndices] | |
| theorem allEvents_nonempty (formula : Formula) (hne : formula.clauses ≠ []) : | |
| allEvents formula ≠ [] := by | |
| intro he | |
| have hl := length_allEvents formula | |
| rw [he] at hl | |
| have hpos : 0 < formula.clauses.length := List.length_pos_iff.mpr hne | |
| simp only [List.length_nil] at hl | |
| omega | |
| /-- Soundness stated solely in terms of filtering the generated event list. | |
| For `b>0` and a nonempty input, division by `b*|allEvents|` gives the | |
| usual normalized acceptance probability. -/ | |
| theorem verifier_event_soundness (formula : Formula) (a b : Nat) | |
| (sourceGap : ∀ bob : BobStrategy formula, | |
| a * formula.clauses.length ≤ b * failureCount formula bob (allIndices formula)) | |
| (alice : AliceStrategy formula) (bob : BobStrategy formula) : | |
| b * ((allEvents formula).filter (accepts formula alice bob)).length + | |
| a * formula.clauses.length ≤ b * (allEvents formula).length := by | |
| rw [length_allEvents] | |
| simp only [allEvents, accepted_enumerateEvents] | |
| exact hastad_basic_verifier_soundness formula a b sourceGap alice bob | |
| /-- Count the syntactic occurrences of one variable in each three-slot clause. -/ | |
| def occurrencesAt {n : Nat} (clause : Clause n) (v : Fin n) : Nat := | |
| (if clause[0].variableIndex = v then 1 else 0) + | |
| (if clause[1].variableIndex = v then 1 else 0) + | |
| (if clause[2].variableIndex = v then 1 else 0) | |
| def occurrenceCount (formula : Formula) (v : Fin formula.«variables») : | |
| List (Fin formula.clauses.length) → Nat | |
| | [] => 0 | |
| | i :: rest => occurrencesAt (clauseAt formula i) v + occurrenceCount formula v rest | |
| theorem variable_eventsAt (formula : Formula) (v : Fin formula.«variables») | |
| (i : Fin formula.clauses.length) : | |
| ((eventsAt formula i).filter (fun event => | |
| decide (nameAt (clauseAt formula event.1) event.2 = v))).length = | |
| occurrencesAt (clauseAt formula i) v := by | |
| by_cases h₁ : (clauseAt formula i)[0].variableIndex = v <;> | |
| by_cases h₂ : (clauseAt formula i)[1].variableIndex = v <;> | |
| by_cases h₃ : (clauseAt formula i)[2].variableIndex = v <;> | |
| simp [eventsAt, nameAt, occurrencesAt, h₁, h₂, h₃] | |
| theorem variable_enumerateEvents (formula : Formula) (v : Fin formula.«variables») | |
| (indices : List (Fin formula.clauses.length)) : | |
| ((enumerateEvents formula indices).filter (fun event => | |
| decide (nameAt (clauseAt formula event.1) event.2 = v))).length = | |
| occurrenceCount formula v indices := by | |
| induction indices with | |
| | nil => simp [enumerateEvents, occurrenceCount] | |
| | cons i rest ih => | |
| simp only [enumerateEvents, List.filter_append, List.length_append, | |
| variable_eventsAt, ih, occurrenceCount] | |
| theorem regular_bob_marginal (formula : Formula) (degree : Nat) | |
| (regular : ∀ v : Fin formula.«variables», | |
| occurrenceCount formula v (allIndices formula) = degree) | |
| (v : Fin formula.«variables») : | |
| ((allEvents formula).filter (fun event => | |
| decide (nameAt (clauseAt formula event.1) event.2 = v))).length = degree := by | |
| rw [allEvents, variable_enumerateEvents] | |
| exact regular v | |
| end MaxCutGames.Foundations.PCP | |
| end OAI | |