Download lean/OAI/Analysis/BiholderTransport/CostGeometry/FirstCutLower.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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9.93 kB
| import Mathlib | |
| import OAI.Analysis.BiholderTransport.Volume.RadialNull | |
| import OAI.Analysis.BiholderTransport.Regularity.TrialBlowup | |
| import OAI.Analysis.BiholderTransport.LinearAlgebra.BranchHessian | |
| namespace OAI | |
| noncomputable section | |
| namespace WeakMTWTransport | |
| open Set MeasureTheory Manifold Bundle | |
| open scoped ContDiff Manifold ENNReal NNReal Topology | |
| open Set Filter | |
| open scoped Topology NNReal | |
| open Set Filter | |
| open scoped Topology | |
| open Set Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set | |
| open scoped Topology | |
| open Set Filter Manifold Bundle ContinuousLinearMap | |
| open scoped Topology ContDiff Manifold Bundle | |
| open Set Filter ContinuousLinearMap InnerProductSpace | |
| open scoped Topology ContDiff | |
| open Set Filter ContinuousLinearMap | |
| open scoped Topology ContDiff | |
| open Set Filter ContinuousLinearMap | |
| open scoped Topology ContDiff | |
| open Set Filter ContinuousLinearMap | |
| open scoped Topology ContDiff | |
| open scoped NNReal | |
| open Set Filter ContinuousLinearMap | |
| open scoped Topology ContDiff | |
| open Set Filter ContinuousLinearMap | |
| open scoped Topology | |
| open MeasureTheory | |
| open scoped ContDiff ENNReal | |
| open Set Filter Manifold Bundle ContinuousLinearMap MeasureTheory | |
| open scoped Topology ContDiff Manifold Bundle ENNReal | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology Manifold | |
| open Set Filter Manifold Bundle ContinuousLinearMap | |
| open scoped Topology ContDiff Manifold Bundle | |
| open Set Filter Manifold Bundle | |
| open scoped Topology ContDiff Manifold Bundle | |
| open Set Filter Manifold Bundle | |
| open scoped Topology ContDiff Manifold Bundle | |
| open Set Filter Bundle | |
| open scoped Topology Bundle | |
| open scoped Topology | |
| open Function Manifold Set | |
| open Manifold Bundle | |
| open scoped Manifold Bundle | |
| open Set | |
| open Set Filter | |
| open scoped Topology ContDiff | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter | |
| open scoped ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter | |
| open scoped ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter | |
| open scoped ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter | |
| open scoped ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter | |
| open scoped ContDiff Topology | |
| open Filter Set | |
| open scoped Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| section | |
| variable {n : ℕ} {M : Type*} [MetricSpace M] [CompactSpace M] | |
| [ChartedSpace (Model n) M] [IsManifold 𝓘(ℝ,Model n) ∞ M] | |
| [RiemannianBundle (fun x : M => TangentSpace 𝓘(ℝ,Model n) x)] | |
| [IsContMDiffRiemannianBundle 𝓘(ℝ,Model n) ∞ (Model n) | |
| (fun x : M => TangentSpace 𝓘(ℝ,Model n) x)] | |
| [IsRiemannianManifold 𝓘(ℝ,Model n) M] | |
| lemma WeakMTW.contracted_segment_concaveOn (hmtw : WeakMTW (n := n) (M := M)) | |
| {x : M} {p e xi : TangentSpace 𝓘(ℝ,Model n) x} {a b r : ℝ} | |
| (hseg : ∀ s ∈ Icc a b, p+s • e ∈ minimizingVectors x) | |
| (hr : 0<r) (hr1 : r<1) (hortho : inner ℝ xi e=0) : | |
| ConcaveOn ℝ (Icc a b) (fun s => hessianValue x (r • (p+s • e)) xi) := by | |
| have heq (s : ℝ) : r • p+s • (r • e)=r • (p+s • e) := by | |
| simp only [smul_add,smul_smul,mul_comm] | |
| have H := hmtw.transverse_concaveOn_injectivityDomain x (r • p) xi (r • e) (convex_Icc a b) | |
| (fun s hs => by rw [heq]; exact contracted_minimizer_mem_injectivityDomain (hseg s hs) hr hr1) | |
| (by simp only [real_inner_smul_right,hortho,mul_zero]) | |
| simpa only [heq] using H | |
| lemma WeakMTW.firstcut_transverse_lower (hmtw : WeakMTW (n := n) (M := M)) | |
| {x : M} {p e xi : TangentSpace 𝓘(ℝ,Model n) x} {a b : ℝ} | |
| (ha : a<0) (hb : 0<b) | |
| (hseg : ∀ s ∈ Icc a b, p+s • e ∈ minimizingVectors x) | |
| (hleft : Function.Injective (fderiv ℝ (fun v => extChartAt 𝓘(ℝ,Model n) | |
| (riemannianExp x (p+a • e)) (riemannianExp x v)) (p+a • e))) | |
| (hright : Function.Injective (fderiv ℝ (fun v => extChartAt 𝓘(ℝ,Model n) | |
| (riemannianExp x (p+b • e)) (riemannianExp x v)) (p+b • e))) | |
| (hortho : inner ℝ xi e=0) : | |
| ∃ L : ℝ, ∀ᶠ r : ℝ in 𝓝[<] 1, ∀ s ∈ Icc a b, | |
| L≤hessianValue x (r • (p+s • e)) xi := by | |
| have hab : a≤b := (ha.trans hb).le | |
| obtain ⟨C,hC⟩ := nonconjugate_inward_hessian_bounded (hseg a ⟨le_rfl,hab⟩) hleft xi | |
| obtain ⟨D,hD⟩ := nonconjugate_inward_hessian_bounded (hseg b ⟨hab,le_rfl⟩) hright xi | |
| refine ⟨min (-C) (-D),?_⟩ | |
| filter_upwards [hC,hD, | |
| (eventually_gt_nhds (show (0:ℝ)<1 by norm_num)).filter_mono nhdsWithin_le_nhds, | |
| self_mem_nhdsWithin] with r hrC hrD hr0 hr1 | |
| intro s hs | |
| have H := (hmtw.contracted_segment_concaveOn hseg hr0 hr1 hortho).min_le_of_mem_Icc | |
| (show a ∈ Icc a b from ⟨le_rfl,hab⟩) (show b ∈ Icc a b from ⟨hab,le_rfl⟩) hs | |
| exact (min_le_min (neg_le_of_abs_le hrC) (neg_le_of_abs_le hrD)).trans H | |
| lemma WeakMTW.firstcut_kernel_transverse_orthogonal (hmtw : WeakMTW (n := n) (M := M)) | |
| {x : M} {p e k : TangentSpace 𝓘(ℝ,Model n) x} {a b : ℝ} | |
| (ha : a<0) (hb : 0<b) | |
| (hseg : ∀ s ∈ Icc a b, p+s • e ∈ minimizingVectors x) | |
| (hleft : Function.Injective (fderiv ℝ (fun v => extChartAt 𝓘(ℝ,Model n) | |
| (riemannianExp x (p+a • e)) (riemannianExp x v)) (p+a • e))) | |
| (hright : Function.Injective (fderiv ℝ (fun v => extChartAt 𝓘(ℝ,Model n) | |
| (riemannianExp x (p+b • e)) (riemannianExp x v)) (p+b • e))) | |
| (hk : mfderiv 𝓘(ℝ,TangentSpace 𝓘(ℝ,Model n) x) 𝓘(ℝ,Model n) (riemannianExp x) p k=0) | |
| (xi : TangentSpace 𝓘(ℝ,Model n) x) (hortho : inner ℝ xi e=0) : inner ℝ xi k=0 := by | |
| by_contra hpair | |
| have hp : p ∈ minimizingVectors x := by simpa using hseg 0 ⟨ha.le,hb.le⟩ | |
| have hneg := conjugate_radial_hessian_tendsto_atBot hp hk | |
| (by rwa [real_inner_comm] : inner ℝ k xi≠0) | |
| obtain ⟨L,hL⟩ := hmtw.firstcut_transverse_lower ha hb hseg hleft hright hortho | |
| have hlo : ∀ᶠ r : ℝ in 𝓝[<] 1, L≤hessianValue x (r • p) xi := | |
| hL.mono (fun r hr => by simpa using hr 0 ⟨ha.le,hb.le⟩) | |
| obtain ⟨r,hr,hrr⟩ := (hlo.and (hneg.eventually (eventually_lt_atBot L))).exists | |
| exact (not_lt_of_ge hr) hrr | |
| end | |
| open Set Filter Manifold MeasureTheory Bundle | |
| open scoped ENNReal ContDiff Topology | |
| variable {n : ℕ} {M : Type*} [MetricSpace M] [CompactSpace M] | |
| [ChartedSpace (Model n) M] [IsManifold 𝓘(ℝ,Model n) ∞ M] | |
| [RiemannianBundle (fun x : M => TangentSpace 𝓘(ℝ,Model n) x)] | |
| [IsContMDiffRiemannianBundle 𝓘(ℝ,Model n) ∞ (Model n) | |
| (fun x : M => TangentSpace 𝓘(ℝ,Model n) x)] | |
| [IsRiemannianManifold 𝓘(ℝ,Model n) M] | |
| lemma WeakMTW.firstcut_radial_lower (hmtw : WeakMTW (n := n) (M := M)) | |
| {x : M} {p e : TangentSpace 𝓘(ℝ,Model n) x} {b : ℝ} | |
| (hb : 0<b) (hseg : ∀ s ∈ Icc 0 b, p+s • e ∈ minimizingVectors x) | |
| (hright : Function.Injective (fderiv ℝ (fun v => extChartAt 𝓘(ℝ,Model n) | |
| (riemannianExp x (p+b • e)) (riemannianExp x v)) (p+b • e))) | |
| (hortho : inner ℝ p e=0) : | |
| ∃ D : ℝ, ∀ᶠ r : ℝ in 𝓝[<] 1, ∀ s ∈ Icc 0 b, | |
| -D * s ≤ s^2 * hessianValue x (r • (p+s • e)) e := by | |
| have hp : p ∈ minimizingVectors x := by simpa using hseg 0 ⟨le_rfl,hb.le⟩ | |
| obtain ⟨C,hC⟩ := nonconjugate_inward_hessian_bounded (hseg b ⟨hb.le,le_rfl⟩) hright p | |
| let D := (C+‖p‖^2)/b | |
| refine ⟨D,?_⟩ | |
| filter_upwards [hC, | |
| (eventually_gt_nhds (show (0:ℝ)<1 by norm_num)).filter_mono nhdsWithin_le_nhds, | |
| self_mem_nhdsWithin] with r hrC hr0 hr1 | |
| have hconc := hmtw.contracted_segment_concaveOn hseg hr0 hr1 hortho | |
| have hconv := hconc.neg.add_const (‖p‖^2) | |
| have hrad0 := hessianValue_contracted_radial hr0.ne' | |
| (contracted_minimizer_mem_injectivityDomain hp hr0 hr1) | |
| have hz : -hessianValue x (r • (p+(0:ℝ) • e)) p+‖p‖^2=0 := by | |
| simp only [zero_smul,add_zero,hrad0,neg_add_cancel] | |
| have hend : -hessianValue x (r • (p+b • e)) p+‖p‖^2≤D*b := by | |
| have hd : D*b=C+‖p‖^2 := div_mul_cancel₀ _ hb.ne' | |
| rw [hd] | |
| linarith [neg_le_of_abs_le hrC] | |
| intro s hs | |
| have hlin := convex_linear_bound hb hconv hz hend hs | |
| have hrad := hessianValue_transverse_radial_identity hr0.ne' | |
| (contracted_minimizer_mem_injectivityDomain (hseg s hs) hr0 hr1) hortho | |
| dsimp only [Pi.neg_apply,Pi.add_apply] at hlin | |
| nlinarith [mul_nonneg (sq_nonneg s) (sq_nonneg ‖e‖)] | |
| end WeakMTWTransport | |
| end | |
| end OAI | |