Download lean/OAI/Analysis/BiholderTransport/LinearAlgebra/ChartTrueMatrix.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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5.43 kB
| import Mathlib | |
| import OAI.Analysis.BiholderTransport.Regularity.FrameMetric | |
| import OAI.Analysis.BiholderTransport.Coordinates.NormalFrameTaylor | |
| import OAI.Analysis.BiholderTransport.Calculus.JetTranslation | |
| namespace OAI | |
| section | |
| noncomputable section | |
| open Set Filter Manifold Bundle | |
| open scoped Topology ContDiff | |
| namespace WeakMTWTransport | |
| section ChartTrueMatrix | |
| variable {n : ℕ} {M : Type*} [MetricSpace M] [CompactSpace M] [Nonempty 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] | |
| def chartJetMatrix (a c:M) (b q:Model n) (p:Model n →L[ℝ] ℝ) | |
| (A:Model n →L[ℝ] Model n →L[ℝ] ℝ) : Model n →L[ℝ] Model n →L[ℝ] ℝ := | |
| frameMetric a b+secondJetPullback p A (fderiv ℝ (movingPrefixChart a c 1 b) q) | |
| (fderiv ℝ (fderiv ℝ (movingPrefixChart a c 1 b)) q) | |
| omit [Nonempty M] in | |
| lemma chartJetMatrix_normal_identity {f:M → ℝ} {a c y:M} {b q:Model n} | |
| (hb:b∈(extChartAt 𝓘(ℝ,Model n) a).target) | |
| (hq:chartFiberInverse a b q∈injectivityDomain ((extChartAt 𝓘(ℝ,Model n) a).symm b)) | |
| (hy:movingPrefix a 1 b q=y) (hc:y∈(extChartAt 𝓘(ℝ,Model n) c).source) | |
| {r:TangentSpace 𝓘(ℝ,Model n) y} (hr:r∈injectivityDomain y) | |
| (hrx:riemannianExp y r=(extChartAt 𝓘(ℝ,Model n) a).symm b) | |
| {S:TangentSpace 𝓘(ℝ,Model n) y →L[ℝ] TangentSpace 𝓘(ℝ,Model n) y} | |
| (hS:HasQuadraticExpansion (fun h=>f (riemannianExp y h)) r S) | |
| {p:Model n} {A:Model n →L[ℝ] Model n} (hA:∀d e,inner ℝ (A d) e=inner ℝ d (A e)) | |
| (hAe:HasQuadraticExpansion (fun h=>f ((extChartAt 𝓘(ℝ,Model n) c).symm | |
| (extChartAt 𝓘(ℝ,Model n) c y+h))) p A) | |
| {R:TangentSpace 𝓘(ℝ,Model n) ((extChartAt 𝓘(ℝ,Model n) a).symm b) → TangentSpace 𝓘(ℝ,Model n) y} | |
| (hR:DifferentiableAt ℝ R (chartFiberInverse a b q)) (hR0:R (chartFiberInverse a b q)=0) | |
| (hRe:∀ᶠ v in 𝓝 (chartFiberInverse a b q),riemannianExp y (R v)= | |
| riemannianExp ((extChartAt 𝓘(ℝ,Model n) a).symm b) v) : | |
| ∀d,chartJetMatrix a c b q (innerSL ℝ p) ((innerSL ℝ).comp A) d d= | |
| inner ℝ (S (fderiv ℝ R (chartFiberInverse a b q) (chartFiberInverse a b d))) | |
| (fderiv ℝ R (chartFiberInverse a b q) (chartFiberInverse a b d))+ | |
| normalHessian y r (fderiv ℝ R (chartFiberInverse a b q) (chartFiberInverse a b d)) | |
| (fderiv ℝ R (chartFiberInverse a b q) (chartFiberInverse a b d)) := by | |
| let B:=chartFiberInverse a b | |
| have he:riemannianExp ((extChartAt 𝓘(ℝ,Model n) a).symm b) (B q)=y:=by | |
| simpa only [movingPrefix_eq hb,one_smul,B,chartFiberInverse] using hy | |
| have H:=chart_normal_pole_frame_identity B hr hq hrx he hc hS hA hAe hR hR0 hRe | |
| have hg:ContDiffAt ℝ 2 (movingPrefixChart a c 1 b) q:=by | |
| exact ((movingPrefixChart_contDiffAt hb (hy.symm ▸ hc)).comp q | |
| (contDiffAt_const.prodMk contDiffAt_id)).of_le | |
| (ENat.natCast_le_of_coe_top_le_withTop le_rfl 2) | |
| have heq:(fun h=>movingPrefixChart a c 1 b (q+h)-extChartAt 𝓘(ℝ,Model n) c y)= | |
| (fun h=>extChartAt 𝓘(ℝ,Model n) c (riemannianExp | |
| ((extChartAt 𝓘(ℝ,Model n) a).symm b) (B q+B h))-extChartAt 𝓘(ℝ,Model n) c y):=by | |
| funext h | |
| simp only [movingPrefixChart,movingPrefix_eq hb,one_smul,map_add,B,chartFiberInverse] | |
| rw [←heq] at H | |
| dsimp only at H | |
| rw [fderiv_translate_at_zero (hg.differentiableAt (by norm_num)), | |
| second_fderiv_translate_at_zero hg] at H | |
| intro d | |
| rw [chartJetMatrix,add_apply,add_apply, | |
| frameMetric_apply hb,real_inner_self_eq_norm_sq] | |
| exact H d | |
| omit [Nonempty M] in | |
| lemma chartJetMatrix_tendsto {a c:M} {b q:ℕ → Model n} {b0 q0:Model n} | |
| {p:ℕ → Model n →L[ℝ] ℝ} {p0:Model n →L[ℝ] ℝ} | |
| {A:ℕ → Model n →L[ℝ] Model n →L[ℝ] ℝ} {A0:Model n →L[ℝ] Model n →L[ℝ] ℝ} | |
| (hb0:b0∈(extChartAt 𝓘(ℝ,Model n) a).target) | |
| (hc:movingPrefix a 1 b0 q0∈(extChartAt 𝓘(ℝ,Model n) c).source) | |
| (hb:Tendsto b atTop (𝓝 b0)) (hq:Tendsto q atTop (𝓝 q0)) | |
| (hp:Tendsto p atTop (𝓝 p0)) (hA:Tendsto A atTop (𝓝 A0)) : | |
| Tendsto (fun k=>chartJetMatrix a c (b k) (q k) (p k) (A k)) atTop | |
| (𝓝 (chartJetMatrix a c b0 q0 p0 A0)) := by | |
| let : NormedAddCommGroup (Model n →L[ℝ] ℝ) := ContinuousLinearMap.toNormedAddCommGroup | |
| let : NormedSpace ℝ (Model n →L[ℝ] ℝ) := ContinuousLinearMap.toNormedSpace | |
| have hg:=movingPrefixChart_contDiffAt hb0 hc | |
| have hbx:=hb.prodMk_nhds hq | |
| have hD:=((ContDiffAt.partial_snd_fderiv hg).continuousAt.tendsto).comp hbx | |
| have hD2:=((ContDiffAt.partial_snd_fderiv_two hg).continuousAt.tendsto).comp hbx | |
| have hf : Tendsto (fun k=>frameMetric a (b k)) atTop (𝓝 (frameMetric a b0)) := | |
| (frameMetric_continuousAt hb0).tendsto.comp hb | |
| have hs : Tendsto (fun k=>secondJetPullback (p k) (A k) | |
| (fderiv ℝ (movingPrefixChart a c 1 (b k)) (q k)) | |
| (fderiv ℝ (fderiv ℝ (movingPrefixChart a c 1 (b k))) (q k))) atTop | |
| (𝓝 (secondJetPullback p0 A0 (fderiv ℝ (movingPrefixChart a c 1 b0) q0) | |
| (fderiv ℝ (fderiv ℝ (movingPrefixChart a c 1 b0)) q0))) := | |
| secondJetPullback_tendsto hp hA hD hD2 | |
| exact hf.add hs | |
| end ChartTrueMatrix | |
| end WeakMTWTransport | |
| end | |
| end | |
| end OAI | |