openAI-math-dataset / lean /OAI /Combinatorics /IndependentSets /PCP /AlphabetGraphBounds.lean
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import Mathlib
import OAI.Combinatorics.IndependentSets.PCP.Semantics2
namespace OAI
namespace IndependentSetsGames.Foundations.PCP.AlphabetGraphBounds
open scoped BigOperators
abbrev OutputVertex (V E A : Type*) :=
QueryIncidence.Vertex (AlphabetGraph.Event E A) (AlphabetGraph.Address V E A)
abbrev OutputDart (E A : Type*) := QueryIncidence.Dart (AlphabetGraph.Event E A) 6
def localEventFactor (q : Nat) : Nat :=
4 * (2 * 2 ^ q) * (2 ^ (q * q)) ^ 5
def vertexFactor (q : Nat) : Nat := localEventFactor q + 2 ^ (q * q)
def dartFactor (q : Nat) : Nat := 12 * localEventFactor q
def sizeFactor (q : Nat) : Nat := 2 ^ q + vertexFactor q + dartFactor q
theorem sizeFactor_positive (q : Nat) : 0 < sizeFactor q := by
have hp : (0 : Nat) < 2 ^ q := pow_pos (by decide) q
unfold sizeFactor
omega
variable {V E A : Type*} [Fintype A] [DecidableEq A] [Nonempty A]
theorem gap_transfer_real [Fintype E] [DecidableEq V] [DecidableEq E]
(G : ConstraintGraph V E A) (eps : ℝ) (_eps_nonnegative : 0 ≤ eps)
(source : ∀ labeling : V → A,
eps * (Fintype.card E : ℝ) ≤ (G.rejectionCount labeling : ℝ))
(labeling : OutputVertex V E A → QueryIncidence.Label 6) :
(eps / 12288) * (Fintype.card (OutputDart E A) : ℝ) ≤
((AlphabetGraph.graph G).rejectionCount labeling : ℝ) := by
let assignment := QueryIncidence.decodedAssignment (by decide : 0 < 6) labeling
have htest :
(Fintype.card (AlphabetGraph.LocalEvent A) : ℝ) *
(G.rejectionCount (AlphabetGraph.decodedLabeling assignment) : ℝ) ≤
2048 * (QueryIncidence.verifierRejectionCount (AlphabetGraph.verifier G) assignment : ℝ) := by
exact_mod_cast AlphabetGraph.rejection_count_bound G assignment
have hinc :
2 * (QueryIncidence.verifierRejectionCount (AlphabetGraph.verifier G) assignment : ℝ) ≤
((AlphabetGraph.graph G).rejectionCount labeling : ℝ) := by
exact_mod_cast QueryIncidence.rejection_count_bound
(AlphabetGraph.verifier G) (by decide : 0 < 6) labeling
have hscaled :
eps * (Fintype.card E : ℝ) * (Fintype.card (AlphabetGraph.LocalEvent A) : ℝ) ≤
2048 * (QueryIncidence.verifierRejectionCount (AlphabetGraph.verifier G) assignment : ℝ) := by
calc
_ = (Fintype.card (AlphabetGraph.LocalEvent A) : ℝ) *
(eps * (Fintype.card E : ℝ)) := by ring
_ ≤ (Fintype.card (AlphabetGraph.LocalEvent A) : ℝ) *
(G.rejectionCount (AlphabetGraph.decodedLabeling assignment) : ℝ) :=
mul_le_mul_of_nonneg_left (source (AlphabetGraph.decodedLabeling assignment))
(Nat.cast_nonneg _)
_ ≤ _ := htest
change (eps / 12288) *
(Fintype.card (QueryIncidence.Dart (AlphabetGraph.Event E A) 6) : ℝ) ≤ _
rw [QueryIncidence.card_dart, AlphabetGraph.card_event]
push_cast
nlinarith
omit [Nonempty A]
variable [Fintype V] [Fintype E]
theorem card_output_vertex :
Fintype.card (OutputVertex V E A) =
Fintype.card V * 2 ^ Fintype.card A +
Fintype.card E * vertexFactor (Fintype.card A) := by
rw [QueryIncidence.card_vertex, AlphabetGraph.card_event,
AlphabetGraph.card_address, AlphabetGraph.card_localEvent]
unfold vertexFactor localEventFactor
ring
theorem card_output_dart :
Fintype.card (OutputDart E A) = Fintype.card E * dartFactor (Fintype.card A) := by
rw [QueryIncidence.card_dart, AlphabetGraph.card_event, AlphabetGraph.card_localEvent]
unfold dartFactor localEventFactor
ring
theorem card_output_total :
Fintype.card (OutputVertex V E A) + Fintype.card (OutputDart E A) =
Fintype.card V * 2 ^ Fintype.card A +
Fintype.card E * (vertexFactor (Fintype.card A) + dartFactor (Fintype.card A)) := by
rw [card_output_vertex, card_output_dart]
ring
theorem card_output_total_le :
Fintype.card (OutputVertex V E A) + Fintype.card (OutputDart E A) ≤
sizeFactor (Fintype.card A) * (Fintype.card V + Fintype.card E) := by
rw [card_output_total]
have hv : 2 ^ Fintype.card A ≤ sizeFactor (Fintype.card A) := by
unfold sizeFactor
omega
have he : vertexFactor (Fintype.card A) + dartFactor (Fintype.card A) ≤
sizeFactor (Fintype.card A) := by
unfold sizeFactor
exact Nat.add_le_add_right (Nat.le_add_left _ _) _
calc
_ ≤ Fintype.card V * sizeFactor (Fintype.card A) +
Fintype.card E * sizeFactor (Fintype.card A) :=
Nat.add_le_add (Nat.mul_le_mul_left _ hv) (Nat.mul_le_mul_left _ he)
_ = _ := by ring
theorem card_output_vertex_le :
Fintype.card (OutputVertex V E A) ≤
sizeFactor (Fintype.card A) * (Fintype.card V + Fintype.card E) :=
(Nat.le_add_right _ _).trans card_output_total_le
theorem card_output_dart_le :
Fintype.card (OutputDart E A) ≤
sizeFactor (Fintype.card A) * (Fintype.card V + Fintype.card E) :=
(Nat.le_add_left _ _).trans card_output_total_le
end IndependentSetsGames.Foundations.PCP.AlphabetGraphBounds
namespace IndependentSetsGames.Foundations.PCP.AlphabetTableBounds
open AlphabetTable
variable {q : Nat}
theorem gap_transfer_real (hq : 0 < q) (input : GenericGraphTables.Table q)
(eps : ℝ) (eps_nonnegative : 0 ≤ eps)
(source : ∀ labeling : Fin input.vertices → Fin q,
eps * (input.darts : ℝ) ≤
((GenericGraphTables.semantics input).rejectionCount labeling : ℝ))
(labeling : Fin (Table.build input).vertices → GraphTables.Label) :
(eps / 12288) * ((Table.build input).darts : ℝ) ≤
((GraphTables.semantics (Table.build input)).rejectionCount labeling : ℝ) := by
classical
let : Nonempty (Fin q) := ⟨⟨0, hq⟩⟩
let lifted := fun vertex => Enumeration.labelEquiv.symm
(labeling (Enumeration.vertexEquiv input.vertices input.darts q vertex))
have h := AlphabetGraphBounds.gap_transfer_real
(GenericGraphTables.semantics input) eps eps_nonnegative
(by simpa only [Fintype.card_fin] using source) lifted
rw [Enumeration.card_dart] at h
have counts := Table.rejectionCount_build input lifted
have restored : (fun v : Fin (Table.build input).vertices => Enumeration.labelEquiv
(lifted ((Enumeration.vertexEquiv input.vertices input.darts q).symm v))) = labeling := by
funext v
dsimp only [lifted]
rw [Enumeration.labelEquiv.apply_symm_apply]
exact congrArg labeling
((Enumeration.vertexEquiv input.vertices input.darts q).apply_symm_apply v)
rw [restored] at counts
rw [← counts] at h
exact h
theorem build_vertices (input : GenericGraphTables.Table q) :
(Table.build input).vertices = input.vertices * 2 ^ q +
input.darts * AlphabetGraphBounds.vertexFactor q := by
rw [Table.build_vertices]
simp only [Enumeration.vertexCount, Enumeration.eventCount, Enumeration.addressCount,
Enumeration.localCount, Enumeration.tapeCount, Enumeration.pairTapeCount,
Enumeration.fiveTapeCount, AlphabetGraphBounds.vertexFactor,
AlphabetGraphBounds.localEventFactor]
ring
theorem build_darts (input : GenericGraphTables.Table q) :
(Table.build input).darts = input.darts * AlphabetGraphBounds.dartFactor q := by
rw [Table.build_darts]
simp only [Enumeration.dartCount, Enumeration.eventCount, Enumeration.localCount,
Enumeration.tapeCount, Enumeration.pairTapeCount, Enumeration.fiveTapeCount,
AlphabetGraphBounds.dartFactor, AlphabetGraphBounds.localEventFactor]
ring
theorem build_total (input : GenericGraphTables.Table q) :
(Table.build input).vertices + (Table.build input).darts =
input.vertices * 2 ^ q + input.darts *
(AlphabetGraphBounds.vertexFactor q + AlphabetGraphBounds.dartFactor q) := by
rw [build_vertices, build_darts]
ring
theorem build_total_le (input : GenericGraphTables.Table q) :
(Table.build input).vertices + (Table.build input).darts ≤
AlphabetGraphBounds.sizeFactor q * (input.vertices + input.darts) := by
rw [build_total]
have hv : 2 ^ q ≤ AlphabetGraphBounds.sizeFactor q := by
unfold AlphabetGraphBounds.sizeFactor
omega
have he : AlphabetGraphBounds.vertexFactor q + AlphabetGraphBounds.dartFactor q ≤
AlphabetGraphBounds.sizeFactor q := by
unfold AlphabetGraphBounds.sizeFactor
exact Nat.add_le_add_right (Nat.le_add_left _ _) _
calc
_ ≤ input.vertices * AlphabetGraphBounds.sizeFactor q +
input.darts * AlphabetGraphBounds.sizeFactor q :=
Nat.add_le_add (Nat.mul_le_mul_left _ hv) (Nat.mul_le_mul_left _ he)
_ = _ := by ring
theorem build_vertices_le (input : GenericGraphTables.Table q) :
(Table.build input).vertices ≤
AlphabetGraphBounds.sizeFactor q * (input.vertices + input.darts) :=
(Nat.le_add_right _ _).trans (build_total_le input)
theorem build_darts_le (input : GenericGraphTables.Table q) :
(Table.build input).darts ≤
AlphabetGraphBounds.sizeFactor q * (input.vertices + input.darts) :=
(Nat.le_add_left _ _).trans (build_total_le input)
theorem sizeFactor_positive : 0 < AlphabetGraphBounds.sizeFactor q :=
AlphabetGraphBounds.sizeFactor_positive q
end IndependentSetsGames.Foundations.PCP.AlphabetTableBounds
end OAI