Download lean/OAI/Geometry/IsometricImmersion/Caps/CapJacobian.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 3.68 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IsometricImmersion/Caps/CapJacobian.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/IsometricImmersion/Caps/CapJacobian.lean
-
curl -L -o CapJacobian.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IsometricImmersion/Caps/CapJacobian.lean
3.68 kB
| import OAI.Geometry.IsometricImmersion.Flows.FlowChart | |
| import OAI.Geometry.IsometricImmersion.Flows.FlowTransport | |
| import Mathlib.MeasureTheory.Function.Jacobian | |
| import Mathlib.LinearAlgebra.Determinant | |
| namespace OAI | |
| noncomputable section | |
| open Set Filter Function MeasureTheory | |
| open scoped ContDiff Topology | |
| namespace SmoothLocal.Flow | |
| open SmoothLocal.Geometry SmoothLocal.ODE SmoothLocal.Weighted | |
| theorem capChart_injOn_of_pairChart | |
| {Y : ℝ → ℝ → ℝ} {e : OpenPartialHomeomorph (ℝ × ℝ) (ℝ × ℝ)} | |
| (hsource : e.source = pairRectangle 2 (-2) 2) | |
| (heq : (e : (ℝ × ℝ) → (ℝ × ℝ)) = triangularFlow Y) : | |
| InjOn (capChart Y) capChartDomain := by | |
| intro p hp r hr hsame | |
| have hp' : (p 0,p 1) ∈ e.source := by rw [hsource]; exact hp | |
| have hr' : (r 0,r 1) ∈ e.source := by rw [hsource]; exact hr | |
| have hpair : e (p 0,p 1) = e (r 0,r 1) := by | |
| rw [heq] | |
| apply Prod.ext | |
| · simpa only [triangularFlow,capChart_zero] using congrArg (fun q : Coord => q 0) hsame | |
| · simpa only [triangularFlow,capChart_one,capFlowHeight] using congrArg (fun q : Coord => q 1) hsame | |
| have hinj := e.injOn hp' hr' hpair | |
| ext i | |
| fin_cases i | |
| · exact congrArg Prod.fst hinj | |
| · exact congrArg Prod.snd hinj | |
| theorem capChart_fderiv_matrix {Y : ℝ → ℝ → ℝ} | |
| (hYs : ContDiffOn ℝ ∞ (fun p : ℝ × ℝ => Y p.2 p.1) (pairRectangle 2 (-2) 2)) | |
| {p : Coord} (hp : p ∈ capChartDomain) : | |
| LinearMap.toMatrix' (fderiv ℝ (capChart Y) p).toLinearMap = | |
| !![1,0; coordPartial 0 (capFlowHeight Y) p,coordPartial 1 (capFlowHeight Y) p] := by | |
| ext i j | |
| rw [LinearMap.toMatrix'_apply] | |
| change coordPartial j (capChart Y) p i = _ | |
| rw [capChart_partial hYs hp j] | |
| fin_cases i <;> fin_cases j <;> simp | |
| theorem capChart_det_fderiv {Y : ℝ → ℝ → ℝ} | |
| (hYs : ContDiffOn ℝ ∞ (fun p : ℝ × ℝ => Y p.2 p.1) (pairRectangle 2 (-2) 2)) | |
| {p : Coord} (hp : p ∈ capChartDomain) : | |
| (fderiv ℝ (capChart Y) p).det = coordPartial 1 (capFlowHeight Y) p := by | |
| rw [ContinuousLinearMap.det,←LinearMap.det_toMatrix',capChart_fderiv_matrix hYs hp] | |
| simp [Matrix.det_fin_two] | |
| theorem capChart_abs_det_fderiv {Y : ℝ → ℝ → ℝ} | |
| (hYs : ContDiffOn ℝ ∞ (fun p : ℝ × ℝ => Y p.2 p.1) (pairRectangle 2 (-2) 2)) | |
| (hvar : ∀ s ∈ Ioo (-2 : ℝ) 2, ∀ t ∈ Ioo (-2 : ℝ) 2, 0 < deriv (fun r => Y r t) s) | |
| {p : Coord} (hp : p ∈ capChartDomain) : | |
| |(fderiv ℝ (capChart Y) p).det| = coordPartial 1 (capFlowHeight Y) p := by | |
| rw [capChart_det_fderiv hYs hp,abs_of_pos (capFlowHeight_partial_initial_pos hYs hvar hp)] | |
| theorem capChart_jacobian_bounds | |
| {q : Coord → ℝ} {U : Set Coord} {Y : ℝ → ℝ → ℝ} {M : ℝ} | |
| (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) | |
| (hM : 0 ≤ M) (hMq : ∀ p ∈ modelSquare, |coordPartial 1 q p| ≤ M) | |
| {p : Coord} (hp : p ∈ capChartDomain) : | |
| Real.exp (-2*M) ≤ coordPartial 1 (capFlowHeight Y) p ∧ | |
| coordPartial 1 (capFlowHeight Y) p ≤ Real.exp (2*M) := by | |
| have hYs := cap_flow_joint_contDiffOn hq hU hSU hY hrange hstart hode | |
| rw [←(capFlowHeight_hasDerivAt_initial hYs hp).deriv] | |
| exact cap_flow_initial_deriv_bounds hq hU hSU hY hrange hstart hode hM hMq hp.2 hp.1 | |
| end SmoothLocal.Flow | |
| end | |
| end OAI | |