Download lean/OAI/Geometry/RCD/Metric/ApproximatePacking.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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2.45 kB
| import OAI.Geometry.RCD.Metric.PowerPacking | |
| namespace OAI | |
| /-! # Dimensional packing in a pointed target of the actual RCD ball -/ | |
| open Set Metric MeasureTheory | |
| noncomputable section | |
| namespace RegularPointCoordinates | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [ProperSpace X] | |
| theorem NoncollapsedRCD.approximate_target_packing {K : ℝ} {n : ℕ} | |
| (hX : NoncollapsedRCD K n X) (hn : 2 ≤ n) | |
| {Y ι : Type*} [MetricSpace Y] [Fintype ι] {p : X} {q : Y} {ρ d ε : ℝ} | |
| (hρ : 0 < ρ) (hd : 0 < d) (hd2 : d ≤ 2) (he : ε ≤ d/6) | |
| (hcurv : -1 ≤ K*(4*ρ)^2) {f : X → Y} | |
| (hf : IsPointedApproximation p q ρ 1 ε f) (v : ι → Y) | |
| (hv : ∀ i, dist (v i) q ≤ 1-ε) (hsep : Pairwise (fun i j => d ≤ dist (v i) (v j))) : | |
| (Fintype.card ι:ℝ)*(d/2)^n ≤ Real.cosh 1^(n-1)*8^n := by | |
| classical | |
| have hex (i : ι) : ∃ x : X, dist x p ≤ ρ ∧ dist (f x) (v i) ≤ ε := by | |
| simpa only [one_mul] using hf.2.2 (v i) (hv i) | |
| choose x hx hclose using hex | |
| have hdist (i j : ι) (hij : i ≠ j) : (d/2)*ρ ≤ dist (x i) (x j) := by | |
| have hh := (abs_le.mp (hf.2.1 (x i) (x j) (by simpa using hx i) (by simpa using hx j))).2 | |
| have ht := dist_triangle (v i) (f (x i)) (v j) | |
| have ht' := dist_triangle (f (x i)) (f (x j)) (v j) | |
| have hi := hclose i | |
| have hj := hclose j | |
| rw [dist_comm (f (x i)) (v i)] at hi | |
| have hl := hsep hij | |
| apply (le_div_iff₀ hρ).mp | |
| linarith | |
| have hxin : Function.Injective x := by | |
| intro i j h | |
| by_contra hij | |
| have hh := hdist i j hij | |
| rw [h,dist_self] at hh | |
| exact (not_le_of_gt (by positivity : 0 < (d/2)*ρ)) hh | |
| let S := Finset.univ.image x | |
| have hScard : S.card = Fintype.card ι := by | |
| dsimp only [S] | |
| rw [Finset.card_image_of_injective _ hxin,Finset.card_univ] | |
| have hSnear : ∀ y ∈ S, dist y p ≤ ρ := by | |
| intro y hy | |
| obtain ⟨i,_,rfl⟩ := Finset.mem_image.mp hy | |
| exact hx i | |
| have hSsep : (S:Set X).Pairwise (fun y z => (d/2)*ρ ≤ dist y z) := by | |
| intro y hy z hz hyz | |
| obtain ⟨i,_,rfl⟩ := Finset.mem_image.mp hy | |
| obtain ⟨j,_,rfl⟩ := Finset.mem_image.mp hz | |
| exact hdist i j (fun h => hyz (congrArg x h)) | |
| have hb := hX.power_packing_bound hn hρ (by positivity : 0 < (d/2)*ρ) | |
| (by nlinarith) hcurv S hSnear hSsep | |
| rw [hScard,mul_pow,← mul_assoc] at hb | |
| exact (mul_le_mul_iff_left₀ (pow_pos hρ n)).mp hb | |
| end RegularPointCoordinates | |
| end | |
| end OAI | |