openAI-math-dataset / lean /OAI /Computability /VertexCover /PCP /AlphabetGraphBounds.lean
roseking's picture
Add lean source and binary files (part 64)
92416a2 verified
Raw History Blame Contribute Delete
5.15 kB
import Mathlib
import OAI.Computability.VertexCover.PCP.AlphabetGraph
namespace OAI
namespace UniqueGames.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
variable [Fintype V] [Fintype E]
omit [Nonempty A] in
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
omit [Nonempty A] in
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
omit [Nonempty A] in
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
omit [Nonempty A] in
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
omit [Nonempty A] in
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
omit [Nonempty A] in
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 UniqueGames.Foundations.PCP.AlphabetGraphBounds
end OAI