Download lean/OAI/Geometry/IsometricImmersion/Flows/FlowInverse.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Geometry.IsometricImmersion.Flows.FlowBounds | |
| import Mathlib.Analysis.Calculus.InverseFunctionTheorem.ContDiff | |
| namespace OAI | |
| noncomputable section | |
| open Set Filter MeasureTheory Function | |
| open scoped ContDiff Topology Interval | |
| namespace SmoothLocal.Flow | |
| open SmoothLocal.Geometry SmoothLocal.ODE SmoothLocal.Weighted | |
| def triangularLinearEquiv (a b : ℝ) (hb : b ≠ 0) : (ℝ × ℝ) ≃L[ℝ] (ℝ × ℝ) where | |
| toFun v := (v.1, a * v.1 + b * v.2) | |
| invFun w := (w.1, (w.2 - a * w.1) / b) | |
| left_inv v := by | |
| apply Prod.ext | |
| · rfl | |
| · dsimp | |
| field_simp [hb] | |
| ring | |
| right_inv w := by | |
| apply Prod.ext | |
| · rfl | |
| · dsimp | |
| field_simp [hb] | |
| ring | |
| map_add' v w := by | |
| apply Prod.ext <;> simp only [Prod.fst_add, Prod.snd_add] | |
| ring | |
| map_smul' c v := by | |
| apply Prod.ext <;> simp only [Prod.smul_fst, Prod.smul_snd, smul_eq_mul, RingHom.id_apply] | |
| ring | |
| continuous_toFun := by fun_prop | |
| continuous_invFun := by fun_prop | |
| variable {q : Coord → ℝ} {U : Set Coord} {Y : ℝ → ℝ → ℝ} | |
| theorem triangularFlow_hasFDerivAt_equiv | |
| (hq : ContDiffOn ℝ ∞ q U) (hU : IsOpen U) (hSU : modelSquare ⊆ U) | |
| (hY : ContinuousOn (uncurry Y) (Icc (-2 : ℝ) 2 ×ˢ Icc (-2 : ℝ) 2)) | |
| (hrange : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, | |
| Y s t ∈ Icc (-3 : ℝ) 3) | |
| (hstart : ∀ s ∈ Icc (-2 : ℝ) 2, Y s 0 = s) | |
| (hode : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, | |
| HasDerivWithinAt (Y s) (-q (coordinatePoint t (Y s t))) (Icc (-2 : ℝ) 2) t) | |
| {p : ℝ × ℝ} (hp : p ∈ pairRectangle 2 (-2) 2) : | |
| ∃ A : (ℝ × ℝ) ≃L[ℝ] (ℝ × ℝ), HasFDerivAt (triangularFlow Y) (A : (ℝ × ℝ) →L[ℝ] (ℝ × ℝ)) p := by | |
| let F (v : ℝ × ℝ) := Y v.2 v.1 | |
| let a := -q (coordinatePoint p.1 (Y p.2 p.1)) | |
| let b := Real.exp (-(∫ r in 0..p.1, coordPartial 1 q (coordinatePoint r (Y p.2 r)))) | |
| have hF : ContDiffOn ℝ ∞ F (pairRectangle 2 (-2) 2) := | |
| cap_flow_joint_contDiffOn hq hU hSU hY hrange hstart hode | |
| have hd := ((hF.contDiffAt ((pairRectangle_isOpen 2 (-2) 2).mem_nhds hp)).differentiableAt | |
| (by simp)).hasFDerivAt | |
| have hdx : HasDerivAt (fun t => F (t, p.2)) a p.1 := | |
| (hode p.2 ⟨hp.2.1.le, hp.2.2.le⟩ p.1 ⟨hp.1.1.le, hp.1.2.le⟩).hasDerivAt | |
| (Icc_mem_nhds hp.1.1 hp.1.2) | |
| have hdy : HasDerivAt (fun s => F (p.1, s)) b p.2 := | |
| cap_flow_hasDerivAt_initial hq hU hSU hY hrange hstart hode hp.2 hp.1 | |
| have hdx' : HasDerivAt (fun t => F (t, p.2)) (fderiv ℝ F p (1, 0)) p.1 := by | |
| convert hd.comp_hasDerivAt p.1 ((hasDerivAt_id p.1).prodMk | |
| (hasDerivAt_const p.1 p.2)) using 1 | |
| rfl | |
| have hdy' : HasDerivAt (fun s => F (p.1, s)) (fderiv ℝ F p (0, 1)) p.2 := by | |
| convert hd.comp_hasDerivAt p.2 ((hasDerivAt_const p.2 p.1).prodMk | |
| (hasDerivAt_id p.2)) using 1 | |
| rfl | |
| have hx : fderiv ℝ F p (1, 0) = a := hdx'.unique hdx | |
| have hy : fderiv ℝ F p (0, 1) = b := hdy'.unique hdy | |
| have hdeq : fderiv ℝ F p = jointDifferential a b := by | |
| apply ContinuousLinearMap.ext | |
| intro v | |
| have hv : v = v.1 • ((1, 0) : ℝ × ℝ) + v.2 • ((0, 1) : ℝ × ℝ) := by | |
| ext <;> simp | |
| calc | |
| fderiv ℝ F p v = v.1 * a + v.2 * b := by | |
| conv_lhs => rw [hv] | |
| simp only [map_add, map_smul, smul_eq_mul, hx, hy] | |
| _ = jointDifferential a b v := by simp [jointDifferential] | |
| have hFD : HasFDerivAt F (jointDifferential a b) p := hd.congr_fderiv hdeq | |
| have hb : b ≠ 0 := (Real.exp_pos _).ne' | |
| refine ⟨triangularLinearEquiv a b hb, ?_⟩ | |
| have hTF := (hasFDerivAt_fst (𝕜 := ℝ) (p := p)).prodMk hFD | |
| convert hTF using 1 <;> first | |
| | rfl | |
| | (ext <;> simp [triangularLinearEquiv, jointDifferential]) | |
| theorem exists_triangularFlow_smooth_chart | |
| (hq : ContDiffOn ℝ ∞ q U) (hU : IsOpen U) (hSU : modelSquare ⊆ U) | |
| (hY : ContinuousOn (uncurry Y) (Icc (-2 : ℝ) 2 ×ˢ Icc (-2 : ℝ) 2)) | |
| (hrange : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, | |
| Y s t ∈ Icc (-3 : ℝ) 3) | |
| (hstart : ∀ s ∈ Icc (-2 : ℝ) 2, Y s 0 = s) | |
| (hode : ∀ s ∈ Icc (-2 : ℝ) 2, ∀ t ∈ Icc (-2 : ℝ) 2, | |
| HasDerivWithinAt (Y s) (-q (coordinatePoint t (Y s t))) (Icc (-2 : ℝ) 2) t) | |
| {p : ℝ × ℝ} (hp : p ∈ pairRectangle 2 (-2) 2) : | |
| ∃ e : OpenPartialHomeomorph (ℝ × ℝ) (ℝ × ℝ), | |
| p ∈ e.source ∧ e.source ⊆ pairRectangle 2 (-2) 2 ∧ | |
| (e : (ℝ × ℝ) → (ℝ × ℝ)) = triangularFlow Y ∧ | |
| ContDiffOn ℝ ∞ e e.source ∧ ContDiffOn ℝ ∞ e.symm e.target := by | |
| let D := pairRectangle 2 (-2) 2 | |
| have hD : IsOpen D := pairRectangle_isOpen 2 (-2) 2 | |
| have hTF : ContDiffOn ℝ ∞ (triangularFlow Y) D := | |
| contDiffOn_fst.prodMk (cap_flow_joint_contDiffOn hq hU hSU hY hrange hstart hode) | |
| have hTFp := hTF.contDiffAt (hD.mem_nhds hp) | |
| obtain ⟨A, hA⟩ := triangularFlow_hasFDerivAt_equiv hq hU hSU hY hrange hstart hode hp | |
| let e0 := hTFp.toOpenPartialHomeomorph (triangularFlow Y) hA (by simp) | |
| let e := e0.restrOpen D hD | |
| have heq : (e : (ℝ × ℝ) → (ℝ × ℝ)) = triangularFlow Y := rfl | |
| have hsub : e.source ⊆ D := fun _ hx => hx.2 | |
| refine ⟨e, ⟨hTFp.mem_toOpenPartialHomeomorph_source hA (by simp), hp⟩, | |
| hsub, heq, ?_, ?_⟩ | |
| · rw [heq] | |
| exact hTF.mono hsub | |
| · intro y hy | |
| have hx : e.symm y ∈ D := hsub (e.map_target hy) | |
| obtain ⟨L, hL⟩ := triangularFlow_hasFDerivAt_equiv hq hU hSU hY hrange hstart hode hx | |
| have hLe : HasFDerivAt e (L : (ℝ × ℝ) →L[ℝ] (ℝ × ℝ)) (e.symm y) := by | |
| rw [heq] | |
| exact hL | |
| have hfe : ContDiffAt ℝ ∞ e (e.symm y) := by | |
| rw [heq] | |
| exact hTF.contDiffAt (hD.mem_nhds hx) | |
| exact (e.contDiffAt_symm hy hLe hfe).contDiffWithinAt | |
| end SmoothLocal.Flow | |
| end | |
| end OAI | |