Download lean/OAI/Computability/UniqueGames/Quadratic/GenericFieldChoice.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.32 kB
| import Mathlib.Algebra.Order.Archimedean.Basic | |
| import Mathlib.Tactic.Linarith | |
| import OAI.Computability.UniqueGames.Quadratic.BlockSpanLemmas | |
| import OAI.Computability.UniqueGames.Quadratic.GenericSubspaceProbability | |
| namespace OAI | |
| section | |
| /-! | |
| # One field for every rank up to a fixed threshold | |
| The extension degree is chosen using only the rank threshold and the requested | |
| genericity error. In particular it is fixed before the logical dimension in | |
| the later enlargement construction. A generic top-rank space exists in the | |
| same field. | |
| -/ | |
| namespace UniqueGamesTheorem.Quadratic | |
| open scoped BigOperators | |
| open UniqueGamesTheorem.Gadget.Orientation | |
| noncomputable section | |
| noncomputable instance binaryFieldFintype (d : ℕ) : Fintype (BinaryField d) := | |
| Fintype.ofFinite _ | |
| /-- Simultaneous quantitative genericity, with the precise threshold order | |
| used by the latent gadget. The conclusion covers rank zero as well. -/ | |
| theorem exists_uniform_generic_field (r₀ : ℕ) (ε : ℚ) (hε : 0 < ε) : | |
| ∃ d : ℕ, 0 < d ∧ r₀ ≤ 3 * d ∧ | |
| (∀ r : ℕ, r ≤ r₀ → nongenericFraction (BinaryField d) r ≤ ε) ∧ | |
| (∃ S : RankSpace (ZMod 2) (Fin 3 → BinaryField d) r₀, IsGeneric S.1) := by | |
| classical | |
| have hex (r : ℕ) := exists_generic_subspace_error_numerator (Fin r) | |
| choose D hD hbound using hex | |
| let M : ℕ := ∑ r ∈ Finset.range (r₀ + 1), D r | |
| have hDM (r : ℕ) (hr : r ≤ r₀) : D r ≤ M := by | |
| apply Finset.single_le_sum (fun _ _ => Nat.zero_le _) | |
| exact Finset.mem_range.mpr (by omega) | |
| obtain ⟨N, hN⟩ := exists_nat_gt (max (2 * (M : ℚ)) (2 * (M : ℚ) / ε)) | |
| let d := fieldDegree N r₀ | |
| have hd : 0 < d := fieldDegree_pos N r₀ | |
| have hqN : (N : ℚ) < Fintype.card (BinaryField d) := by | |
| exact_mod_cast (by | |
| simpa only [Nat.card_eq_fintype_card] using | |
| (chosen_binaryField_thresholds N r₀).1) | |
| have hq : (0 : ℚ) < Fintype.card (BinaryField d) := by | |
| exact_mod_cast Fintype.card_pos | |
| have hqM : 2 * (M : ℚ) < Fintype.card (BinaryField d) := | |
| (le_max_left _ _).trans_lt (hN.trans hqN) | |
| have hqε : 2 * (M : ℚ) / ε < Fintype.card (BinaryField d) := | |
| (le_max_right _ _).trans_lt (hN.trans hqN) | |
| have hεq : 2 * (M : ℚ) < (Fintype.card (BinaryField d) : ℚ) * ε := | |
| (div_lt_iff₀ hε).mp hqε | |
| have hsmall (r : ℕ) (hr : r ≤ r₀) : | |
| (D r : ℚ) / Fintype.card (BinaryField d) ≤ 1 / 2 ∧ | |
| (D r : ℚ) / Fintype.card (BinaryField d) ≤ ε / 2 := by | |
| have hDr : (D r : ℚ) ≤ M := by exact_mod_cast hDM r hr | |
| constructor | |
| · apply (div_le_iff₀ hq).mpr | |
| nlinarith | |
| · apply (div_le_iff₀ hq).mpr | |
| nlinarith | |
| have hready (r : ℕ) (hr : r ≤ r₀) := | |
| hbound r (BinaryField d) (show (D r : ℚ) / Fintype.card (BinaryField d) < 1 by | |
| have := (hsmall r hr).1 | |
| linarith) | |
| refine ⟨d, hd, rankThreshold_le_triple_fieldDegree N r₀, ?_, ?_⟩ | |
| · intro r hr | |
| have hb := (hready r hr).2 | |
| simp only [Fintype.card_fin] at hb | |
| apply hb.trans | |
| exact conditional_error_le_of_small _ _ | |
| (div_nonneg (Nat.cast_nonneg _) hq.le) (hsmall r hr).1 (hsmall r hr).2 | |
| · obtain ⟨S, hS⟩ := (hready r₀ le_rfl).1 | |
| refine ⟨⟨S.1, ?_⟩, hS⟩ | |
| simpa only [Fintype.card_fin] using S.2 | |
| end | |
| end UniqueGamesTheorem.Quadratic | |
| end | |
| end OAI | |