Download lean/OAI/Dynamics/ConditionalShuffle/ConditionalMixing.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Dynamics.ConditionalShuffle.PhysicalMix | |
| namespace OAI | |
| noncomputable section | |
| open Filter Topology | |
| namespace Revealed.Instrument | |
| lemma distance_le_changeFintype {E S G Ω : Type} (s₁ s₂ : Fintype S) | |
| [Fintype G] [Group G] [Fintype Ω] (I : Data E S G Ω) (e : E) (t : ℕ) {r : ℝ} | |
| (h : @distance E S G Ω s₁ _ _ _ I e t ≤ r) : | |
| @distance E S G Ω s₂ _ _ _ I e t ≤ r := by | |
| cases Subsingleton.elim s₁ s₂ | |
| exact h | |
| end Revealed.Instrument | |
| namespace Revealed | |
| open scoped Classical | |
| open Thorp Thorp.Conditional Split Physical | |
| lemma worstConditionalTV_nonneg (d t : ℕ) : 0 ≤ worstConditionalTV d t := by | |
| exact (expectedTV_nonneg d t (Equiv.refl _)).trans | |
| (Finset.le_sup' (fun g₀ => expectedTV d t g₀) (Finset.mem_univ _)) | |
| lemma worstConditionalTV_le {d t : ℕ} {r : ℝ} | |
| (h : ∀ g₀, expectedTV d t g₀ ≤ r) : worstConditionalTV d t ≤ r := by | |
| exact Finset.sup'_le Finset.univ_nonempty _ (fun g₀ _ => h g₀) | |
| lemma expectedTV_late_bound (d t : ℕ) (hd : 1 ≤ d) | |
| (hR : (Thorp.Specht.permutationFamily (Position d)).reciprocalSum ≤ 3) | |
| (ht : 3200*(d+2+2) ≤ t) (g₀ : State (d+2+2)) : | |
| expectedTV (d+1+2) t g₀ ≤ fullConditionalRate d := by | |
| let : Fintype (Outside (Position (d+1+2)) (Position (d+1+2)) (Position (d+2+2))) := inferInstance | |
| let e := Split.outside (splitLayout (d+1+2) g₀) | |
| have h₁ := expectedTV_le_instrument (d+1+2) t g₀ | |
| have h₂ : Instrument.distance (instrument (d+2+2)) e t ≤ | |
| Instrument.distance (instrument (d+2+2)) e (3200*(d+2+2)) := | |
| Instrument.distance_antitone (instrument (d+2+2)) e ht | |
| have h₃ := physical_distance_bound d hd hR e | |
| have h₃' : Instrument.distance (instrument (d+2+2)) e (3200*(d+2+2)) ≤ fullConditionalRate d := | |
| Instrument.distance_le_changeFintype _ _ _ _ _ h₃ | |
| exact h₁.trans (h₂.trans h₃') | |
| theorem conditional_mixing_shift : | |
| Tendsto (fun d : ℕ => worstConditionalTV (d+1+2) | |
| (40000*(400+1)*(d+2+2))) atTop (nhds 0) := by | |
| apply squeeze_zero' (Eventually.of_forall (fun d => worstConditionalTV_nonneg _ _)) | |
| _ fullConditionalRate_tendsto | |
| filter_upwards [Thorp.Block.reciprocal_atMost_three, eventually_ge_atTop 1] with d hR hd | |
| exact worstConditionalTV_le (expectedTV_late_bound d _ hd hR (by omega)) | |
| theorem conditional_mixing : | |
| Tendsto (fun d : ℕ => worstConditionalTV d (40000*(400+1)*(d+1))) | |
| atTop (nhds 0) := by | |
| apply (tendsto_add_atTop_iff_nat 3).mp | |
| simpa only [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using conditional_mixing_shift | |
| end Revealed | |
| end | |
| end OAI | |