Download lean/OAI/Geometry/RCD/Metric/CompactFactorIntegrableEnvelope.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.48 kB
| import OAI.Geometry.RCD.Metric.CompactFactorTimeTail | |
| import OAI.Geometry.RCD.Heat.GaussianValueIntegrable | |
| import OAI.Geometry.RCD.Metric.CompactFactorNonnegativeL2 | |
| import OAI.Geometry.RCD.Coordinates.KernelHeatBoundedRegularity | |
| namespace OAI | |
| /-! # A common integrable bound for compact heat factors on a time window -/ | |
| open Set Filter MeasureTheory Metric TopologicalSpace | |
| open scoped NNReal ENNReal | |
| noncomputable section | |
| namespace RegularPointCoordinates.NoncollapsedRCD | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| [ProperSpace X] {K : ℝ} {n : ℕ} (hX : NoncollapsedRCD K n X) | |
| (hn : 2 ≤ n) (p : X) [SeparableSpace X] | |
| [IsLocallyFiniteMeasure (hausdorff n X)] [(hausdorff n X).Regular] | |
| theorem compact_factor_integrable_envelope {S : Set X} [CompactSpace S] | |
| (ν : Measure S) [IsProbabilityMeasure ν] (ρ : X → ℝ) | |
| (hm : Measurable ρ) (hρ : ∀ x, 0 ≤ ρ x) {B : ℝ≥0} | |
| (hB : ∀ᵐ x ∂hausdorff n X, |ρ x| ≤ B) | |
| (hν : ν.map Subtype.val = (hausdorff n X).withDensity (fun x => ENNReal.ofReal (ρ x))) | |
| (F : C(S,ℝ)) (hF : ∀ y, 0 < F y) (z : X) {R a b : ℝ} | |
| (hR : 1 ≤ R) (hS : ∀ y : S, dist z y ≤ R) | |
| (ha : 0 < a) (hab : a ≤ b) (hb : b ≤ 1) : | |
| ∃ H : X → ℝ, Integrable H (hausdorff n X) ∧ (∀ x, 0 ≤ H x) ∧ | |
| ∀ (t : ℝ) (hat : a ≤ t) (_htb : t ≤ b) (x : X), | |
| |hX.compactHeatFactor hn p ν F t (ha.trans_le hat) x| ≤ H x := by | |
| let m := hausdorff n X | |
| let Q := hX.quadratic | |
| let hk := hX.canonicalHeatKernel_isContinuousHeatKernel hn p | |
| obtain ⟨f,A,_hf0,hf,hval⟩ := hX.compact_heat_factor_nonnegative_L2 hn p ν ρ hm hρ hB hν F | |
| (fun y => (hF y).le) | |
| obtain ⟨C,hC,htail⟩ := hX.compact_factor_time_tail hn p ν F (fun y => (hF y).le) | |
| z hR hS ha hab hb | |
| obtain ⟨V,D,hV,hD,hvol⟩ := hX.exponential_volume K n hn z | |
| have hb0 : 0 < b := ha.trans_le hab | |
| let g := fun x : X => Real.exp (-(dist x z)^2/(20*b)) | |
| have hg : Integrable g m := by | |
| have he : g = fun x => Real.exp (-(1/(20*b))*(dist z x)^2) := by | |
| funext x | |
| dsimp only [g] | |
| rw [dist_comm x z] | |
| congr 1 | |
| ring | |
| rw [he] | |
| simpa only [dist_comm] using | |
| (gaussian_integrable m z (c := 1/(20*b)) hV hD (by positivity) hvol) | |
| let H := fun x => (closedBall z (2*R)).indicator (fun _ => (A:ℝ)) x+C*g x | |
| have hAi : IntegrableOn (fun _ : X => (A:ℝ)) (closedBall z (2*R)) m := | |
| continuous_const.continuousOn.integrableOn_compact (isCompact_closedBall z (2*R)) | |
| have hHi : Integrable H m := | |
| ((integrable_indicator_iff measurableSet_closedBall).mpr hAi).add (hg.const_mul C) | |
| have hH0 (x : X) : 0 ≤ H x := by | |
| apply add_nonneg | |
| · exact indicator_nonneg (fun _ _ => A.coe_nonneg) x | |
| · exact mul_nonneg hC (Real.exp_pos _).le | |
| refine ⟨H,hHi,hH0,?_⟩ | |
| intro t hat htb x | |
| have ht := ha.trans_le hat | |
| by_cases hx : x ∈ closedBall z (2*R) | |
| · have hbound := (hX.kernelHeat_bounded_regularity hn p hk f A hf t ht).2 x | |
| rw [← hval t ht x] at hbound | |
| dsimp only [H] | |
| rw [indicator_of_mem hx] | |
| exact hbound.trans (le_add_of_nonneg_right (mul_nonneg hC (Real.exp_pos _).le)) | |
| · have hfar : 2*R ≤ dist x z := le_of_lt (lt_of_not_ge hx) | |
| have hbound := htail t hat htb x hfar | |
| rw [← abs_of_pos (hX.compactHeatFactor_positive hn p ν F hF t ht x)] at hbound | |
| dsimp only [H,g] | |
| rw [indicator_of_notMem hx,zero_add] | |
| exact hbound | |
| end RegularPointCoordinates.NoncollapsedRCD | |
| end | |
| end OAI | |