Download lean/OAI/Geometry/RCD/Transport/CompressedSegmentIntegral.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.13 kB
| import OAI.Geometry.RCD.Transport.LocalizedPlanEnergy | |
| import Mathlib.MeasureTheory.Integral.Average | |
| namespace OAI | |
| /-! # Integrating a local defect along a compressed geodesic plan | |
| This is the first-moment step for the functional almost-splitting argument. | |
| It retains the full local integrable defect, and permits the selected segment | |
| to avoid any additional null set of paths. | |
| -/ | |
| open Set Filter Metric MeasureTheory | |
| open scoped ENNReal | |
| noncomputable section | |
| namespace RegularPointCoordinates | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| attribute [local instance] pathBorel pathBorelSpace | |
| theorem compressed_segment_integral | |
| (μ : Measure X) (π : Measure C(Time,X)) [IsProbabilityMeasure π] | |
| {C : ℝ≥0∞} (hC : C ≠ ∞) | |
| (hc : ∀ t : Time, π.map (fun γ => γ t) ≤ C • μ) | |
| {Ω : Set X} | |
| (hstay : ∀ t : Time, ∀ᵐ x ∂π.map (fun γ => γ t), x ∈ Ω) | |
| {F : X → ℝ} (hF : IntegrableOn F Ω μ) | |
| (hFpos : ∀ᵐ x ∂μ.restrict Ω, 0 ≤ F x) : | |
| Integrable (fun γ : C(Time,X) => | |
| ∫ t in Icc (0:ℝ) 1, F (geodesicExtension γ t)) π ∧ | |
| (∀ᵐ γ ∂π, IntegrableOn (fun t => F (geodesicExtension γ t)) (Icc (0:ℝ) 1)) ∧ | |
| (∫ γ : C(Time,X), (∫ t in Icc (0:ℝ) 1, | |
| F (geodesicExtension γ t)) ∂π) ≤ C.toReal * ∫ x in Ω, F x ∂μ := by | |
| have hlocal (t : Time) : π.map (fun γ => γ t) ≤ C • μ.restrict Ω := | |
| (compression_iff_localized μ _ (hstay t) C).mp (hc t) | |
| have hcomp := testPlanMeasure_compression (μ.restrict Ω) π hlocal | |
| have hmap := Integrable.of_measure_le_smul hC hcomp hF | |
| have hprod := hmap.comp_measurable testPlanEval_measurable | |
| have hbound : (∫ z, F (testPlanEval z) ∂testPlanMeasure π) ≤ | |
| C.toReal * ∫ x in Ω, F x ∂μ := by | |
| rw [← integral_map testPlanEval_measurable.aemeasurable hmap.aestronglyMeasurable] | |
| simpa only [integral_smul_measure,smul_eq_mul] using | |
| integral_mono_measure hcomp (Measure.ae_smul_measure hFpos C) (hF.smul_measure hC) | |
| refine ⟨hprod.integral_prod_right,hprod.prod_left_ae,?_⟩ | |
| exact (integral_prod_symm _ hprod).symm.le.trans hbound | |
| theorem exists_compressed_segment | |
| (μ : Measure X) (π : Measure C(Time,X)) [IsProbabilityMeasure π] | |
| {C : ℝ≥0∞} (hC : C ≠ ∞) | |
| (hc : ∀ t : Time, π.map (fun γ => γ t) ≤ C • μ) | |
| {Ω : Set X} | |
| (hstay : ∀ t : Time, ∀ᵐ x ∂π.map (fun γ => γ t), x ∈ Ω) | |
| {F : X → ℝ} (hF : IntegrableOn F Ω μ) | |
| (hFpos : ∀ᵐ x ∂μ.restrict Ω, 0 ≤ F x) | |
| {P : C(Time,X) → Prop} (hP : ∀ᵐ γ ∂π, P γ) : | |
| ∃ γ : C(Time,X), P γ ∧ | |
| IntegrableOn (fun t => F (geodesicExtension γ t)) (Icc (0:ℝ) 1) ∧ | |
| (∫ t in Icc (0:ℝ) 1, F (geodesicExtension γ t)) ≤ | |
| C.toReal * ∫ x in Ω, F x ∂μ := by | |
| obtain ⟨hi,hinner,hbound⟩ := compressed_segment_integral μ π hC hc hstay hF hFpos | |
| obtain ⟨γ,hγ,havg⟩ := exists_notMem_null_le_integral hi (ae_iff.mp (hP.and hinner)) | |
| exact ⟨γ,(of_not_not hγ).1,(of_not_not hγ).2,havg.trans hbound⟩ | |
| end RegularPointCoordinates | |
| end | |
| end OAI | |