Download lean/OAI/Geometry/RCD/Transport/CompactContactFirstVariation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.13 kB
| import OAI.Analysis.RCDHeat.ExistingAnalytic | |
| import OAI.Analysis.RCDHeat.WeightedGradientConvex | |
| namespace OAI | |
| /-! # The signed first variation for a compact quadratic contact potential -/ | |
| open Set Filter MeasureTheory Metric | |
| open scoped NNReal ENNReal Topology | |
| noncomputable section | |
| namespace RegularPointCoordinates | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| [ProperSpace X] (μ : Measure X) [μ.Regular] | |
| (hQ : QuadraticCheegerEnergy μ) | |
| attribute [local instance] pathBorel pathBorelSpace | |
| theorem compact_contact_first_variation (hspace : IsGeodesicSpace X) | |
| (p : X) {ψ : X → ℝ} {L : ℝ≥0} (hψ : LipschitzWith L ψ) | |
| {R : ℝ} (hzero : ∀ x, R < dist p x → ψ x = 0) | |
| (π : Measure C(Time,X)) [IsFiniteMeasure π] | |
| (hgeo : ∀ᵐ γ ∂π, IsGeodesic γ) {C : ℝ≥0∞} (hC : C ≠ ∞) | |
| (hcomp : ∀ t : Time, π.map (fun γ => γ t) ≤ C • μ) | |
| (hD : MemLp (fun γ : C(Time,X) => dist (γ 0) (γ 1)) 2 π) | |
| (hc : ∀ᵐ γ ∂π, hopfLax (-ψ) 1 (γ 0)+ψ (γ 1) = dist (γ 0) (γ 1)^2/2) : | |
| ∃ u : SobolevSpace μ hQ, | |
| (hopfLax (-ψ) 1 =ᵐ[μ] SobolevSpace.toLp μ hQ u) ∧ | |
| (∀ᵐ γ ∂π, SobolevSpace.minimalSlope μ hQ u (γ 0) = dist (γ 0) (γ 1)) ∧ | |
| ∀ g : SobolevSpace μ hQ, | |
| Tendsto (planInitialSecant π (SobolevSpace.toLp μ hQ g)) (𝓝[>] (0:ℝ)) | |
| (𝓝 (-weightedGradientPair μ hQ (π.map (fun γ => γ 0)) u g)) := by | |
| have hpos : (0 : ℝ) < 1 := by norm_num | |
| have hnzero (x : X) (hx : R < dist p x) : (-ψ) x = 0 := by | |
| simp only [Pi.neg_apply,hzero x hx,neg_zero] | |
| have hχ := hopfLax_lipschitz hψ.neg hspace hpos | |
| have hχs := hopfLax_hasCompactSupport hψ.neg p R hnzero hpos | |
| let u := SobolevSpace.ofLipschitzCompact μ hQ hχ hχs | |
| have hurep : hopfLax (-ψ) 1 =ᵐ[μ] SobolevSpace.toLp μ hQ u := | |
| (SobolevSpace.ofLipschitzCompact_coe μ hQ hχ hχs).symm | |
| have had (x y : X) : hopfLax (-ψ) 1 x+ψ y ≤ dist x y^2/2 := by | |
| have hh := hopfLax_le_cost hψ.neg hpos x y | |
| simp only [Pi.neg_apply,mul_one] at hh | |
| linarith | |
| have hbound : ∀ᵐ x ∂μ, SobolevSpace.minimalSlope μ hQ u x ≤ hopfLeftRadius (-ψ) x := | |
| hopfLeftRadius_minimalSlope_bound_proper μ hQ hψ.neg hspace p R hnzero | |
| have hstart : ∀ᵐ γ ∂π, | |
| SobolevSpace.minimalSlope μ hQ u (γ 0) ≤ hopfLeftRadius (-ψ) (γ 0) := | |
| ae_of_ae_map (measurable_path_eval 0).aemeasurable | |
| (hbound.filter_mono (Measure.absolutelyContinuous_of_le_smul (hcomp 0)).ae_le) | |
| have hb : ∀ᵐ γ ∂π, SobolevSpace.minimalSlope μ hQ u (γ 0) ≤ dist (γ 0) (γ 1) := by | |
| filter_upwards [hstart,hc] with γ hγ he | |
| apply hγ.trans (hopfLeftRadius_le_minimizer hψ.neg ?_) | |
| change hopfLax (-ψ) 1 (γ 0) = -ψ (γ 1)+dist (γ 0) (γ 1)^2/(2*1) | |
| linarith | |
| refine ⟨u,hurep,?_,?_⟩ | |
| · exact (SobolevSpace.minimalSlope_isRelaxed μ hQ u).kantorovich_gradient_eq_displacement | |
| μ π hgeo hC hcomp hD hurep had hc hb | |
| · intro g | |
| exact kantorovich_signed_first_variation μ hQ π hgeo hC hcomp hD u g hurep had hc hb | |
| end RegularPointCoordinates | |
| end | |
| end OAI | |