openAI-math-dataset / lean /OAI /Geometry /IsometricImmersion /Comparison /CurvatureComparisonControl.lean
Download lean/OAI/Geometry/IsometricImmersion/Comparison/CurvatureComparisonControl.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 6.24 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IsometricImmersion/Comparison/CurvatureComparisonControl.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/IsometricImmersion/Comparison/CurvatureComparisonControl.lean
-
curl -L -o CurvatureComparisonControl.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IsometricImmersion/Comparison/CurvatureComparisonControl.lean
6.24 kB
| import OAI.Geometry.IsometricImmersion.Pulses.PulseDensitySlab | |
| namespace OAI | |
| noncomputable section | |
| open Set Filter | |
| open scoped ContDiff Topology Matrix Matrix.Norms.Elementwise | |
| namespace SmoothLocal.Pulse | |
| open SmoothLocal.Geometry | |
| theorem matrix_entry_abs_le_norm (G : MetricMatrix) (i j : Fin 2) : |G i j| ≤ ‖G‖ := by | |
| simpa only [Real.norm_eq_abs] using | |
| (Matrix.norm_entry_le_entrywise_sup_norm G (i := i) (j := j)) | |
| theorem det_sub_le_first_distance (G H : MetricMatrix) {B e : ℝ} | |
| (hB : 0 ≤ B) (he : 0 ≤ e) (hG : ‖G‖ ≤ B) (hD : ‖H-G‖ ≤ e) : | |
| |H.det-G.det| ≤ 4*B*e+2*e^2 := by | |
| let D := H-G | |
| have hg (i j : Fin 2) : |G i j| ≤ B := (matrix_entry_abs_le_norm G i j).trans hG | |
| have hd (i j : Fin 2) : |D i j| ≤ e := (matrix_entry_abs_le_norm D i j).trans hD | |
| have hgd (i j k l : Fin 2) : |G i j*D k l| ≤ B*e := by | |
| rw [abs_mul] | |
| exact mul_le_mul (hg i j) (hd k l) (abs_nonneg _) hB | |
| have hdg (i j k l : Fin 2) : |D i j*G k l| ≤ e*B := by | |
| rw [abs_mul] | |
| exact mul_le_mul (hd i j) (hg k l) (abs_nonneg _) he | |
| have hdd (i j k l : Fin 2) : |D i j*D k l| ≤ e^2 := by | |
| rw [abs_mul,pow_two] | |
| exact mul_le_mul (hd i j) (hd k l) (abs_nonneg _) he | |
| have hsum (i j k l : Fin 2) : | |
| |G i j*D k l+D i j*G k l+D i j*D k l| ≤ B*e+e*B+e^2 := | |
| ((abs_add_le _ _).trans (add_le_add (abs_add_le _ _) le_rfl)).trans | |
| (add_le_add (add_le_add (hgd i j k l) (hdg i j k l)) (hdd i j k l)) | |
| have hEq : H.det-G.det = | |
| (G 0 0*D 1 1+D 0 0*G 1 1+D 0 0*D 1 1)- | |
| (G 0 1*D 1 0+D 0 1*G 1 0+D 0 1*D 1 0) := by | |
| simp only [D,Matrix.det_fin_two,Matrix.sub_apply] | |
| ring | |
| rw [hEq] | |
| calc | |
| _ ≤ |G 0 0*D 1 1+D 0 0*G 1 1+D 0 0*D 1 1|+ | |
| |G 0 1*D 1 0+D 0 1*G 1 0+D 0 1*D 1 0| := abs_sub _ _ | |
| _ ≤ (B*e+e*B+e^2)+(B*e+e*B+e^2) := add_le_add (hsum 0 0 1 1) (hsum 0 1 1 0) | |
| _ = _ := by ring | |
| theorem det_sub_le_small_first_distance (G H : MetricMatrix) {B e : ℝ} | |
| (hB : 0 ≤ B) (he : 0 ≤ e) (he1 : e ≤ 1) (hG : ‖G‖ ≤ B) (hD : ‖H-G‖ ≤ e) : | |
| |H.det-G.det| ≤ (4*B+2)*e := by | |
| apply (det_sub_le_first_distance G H hB he hG hD).trans | |
| have hee : e^2 ≤ e := by nlinarith [mul_le_mul_of_nonneg_left he1 he] | |
| nlinarith | |
| theorem first_jet_close_segment_subset_tube (a b : CurvatureFirstInput) {B d : ℝ} | |
| (ha : ‖a‖ ≤ B) (hdet : d ≤ (Matrix.of a.1).det) (hdist : ‖b-a‖ ≤ 1) | |
| (hsmall : (4*max B 0+2)*‖b-a‖ ≤ d/2) : | |
| segment ℝ a b ⊆ curvatureFirstTube (max B 0+1) (d/2) := by | |
| intro x hx | |
| have hxa : ‖x-a‖ ≤ ‖b-a‖ := by | |
| have hball : x ∈ Metric.closedBall a ‖b-a‖ := | |
| (convex_closedBall a ‖b-a‖).segment_subset | |
| (by simp) (Metric.mem_closedBall.mpr (dist_eq_norm b a).le) hx | |
| simpa only [Metric.mem_closedBall,dist_eq_norm] using hball | |
| have hxnorm : ‖x‖ ≤ max B 0+1 := by | |
| calc | |
| _ = ‖(x-a)+a‖ := by rw [sub_add_cancel] | |
| _ ≤ ‖x-a‖+‖a‖ := norm_add_le _ _ | |
| _ ≤ 1+max B 0 := add_le_add (hxa.trans hdist) (ha.trans (le_max_left _ _)) | |
| _ = _ := by ring | |
| have hmatrixD : ‖x.1-a.1‖ ≤ ‖b-a‖ := | |
| (show ‖x.1-a.1‖ ≤ ‖x-a‖ from norm_fst_le (x-a)).trans hxa | |
| have hmatrixA : ‖a.1‖ ≤ max B 0 := (norm_fst_le a).trans (ha.trans (le_max_left _ _)) | |
| have hdetdiff := det_sub_le_small_first_distance (Matrix.of a.1) (Matrix.of x.1) (le_max_right B 0) | |
| (norm_nonneg _) hdist hmatrixA hmatrixD | |
| have hxdet : d/2 ≤ (Matrix.of x.1).det := by | |
| have hneg := neg_abs_le ((Matrix.of x.1).det-(Matrix.of a.1).det) | |
| linarith [hdetdiff.trans hsmall] | |
| exact ⟨by simpa only [Metric.mem_closedBall,dist_zero_right] using hxnorm,hxdet⟩ | |
| theorem exists_uniform_curvature_first_comparison (B : ℝ) {d : ℝ} (hd : 0 < d) : | |
| ∃ C : ℝ, 0 ≤ C ∧ ∀ a b : CurvatureFirstInput, | |
| ‖a‖ ≤ B → d ≤ (Matrix.of a.1).det → ‖b-a‖ ≤ 1 → | |
| (4*max B 0+2)*‖b-a‖ ≤ d/2 → | |
| |curvatureFirstFunction b-curvatureFirstFunction a| ≤ C*‖b-a‖ := by | |
| obtain ⟨C,hC,hbound⟩ := curvatureFirstTube_fderiv_bound (max B 0+1) (half_pos hd) | |
| refine ⟨C,hC,?_⟩ | |
| intro a b ha hdet hdist hsmall | |
| have htube := first_jet_close_segment_subset_tube a b ha hdet hdist hsmall | |
| have hdiff : ∀ x ∈ segment ℝ a b, DifferentiableAt ℝ curvatureFirstFunction x := by | |
| intro x hx | |
| exact (curvatureFirstFunction_contDiffOn.contDiffAt (curvatureFirstDomain_isOpen.mem_nhds | |
| (curvatureFirstTube_subset_domain (max B 0+1) (half_pos hd) (htube hx)))).differentiableAt (by simp) | |
| simpa only [Real.norm_eq_abs] using | |
| (convex_segment a b).norm_image_sub_le_of_norm_fderiv_le hdiff | |
| (fun x hx => hbound x (htube hx)) (left_mem_segment ℝ a b) (right_mem_segment ℝ a b) | |
| theorem exists_uniform_curvature_density_comparison (B : ℝ) {d : ℝ} (hd : 0 < d) : | |
| ∃ C : ℝ, 0 ≤ C ∧ ∀ (g h : MetricField) (U : Set Coord), | |
| SmoothPositiveOn g U → SmoothPositiveOn h U → IsOpen U → | |
| ∀ p ∈ U, ∀ e : ℝ, | |
| ‖actualCurvatureFirstInput h p‖ ≤ B → d ≤ (h p).det → | |
| ‖actualCurvatureFirstInput g p-actualCurvatureFirstInput h p‖ ≤ e → | |
| e ≤ 1 → (4*max B 0+2)*e ≤ d/2 → | |
| (∀ i j k l : Fin 2, | |
| |coordPartial i (coordPartial j (fun q => g q k l)) p- | |
| coordPartial i (coordPartial j (fun q => h q k l)) p| ≤ e) → | |
| |curvatureDensity g p-curvatureDensity h p| ≤ C*e := by | |
| obtain ⟨C0,hC0,hbound⟩ := exists_uniform_curvature_first_comparison B hd | |
| refine ⟨2+C0,by linarith,?_⟩ | |
| intro g h U hg hh hU p hp e hjet hdet hdist he1 hsmall hsecond | |
| have hscale : 0 ≤ 4*max B 0+2 := by linarith [le_max_right B 0] | |
| have hfirst := hbound (actualCurvatureFirstInput h p) (actualCurvatureFirstInput g p) | |
| hjet hdet (hdist.trans he1) ((mul_le_mul_of_nonneg_left hdist hscale).trans hsmall) | |
| have hL : |curvatureLowerTerm g p-curvatureLowerTerm h p| ≤ C0*e := | |
| hfirst.trans (mul_le_mul_of_nonneg_left hdist hC0) | |
| rw [←curvatureDensityJetError_eq hg hh hU hp] | |
| exact ((curvatureDensityJetError_le g h p (hsecond 0 1 0 1) (hsecond 0 0 1 1) | |
| (hsecond 1 1 0 0)).trans (add_le_add le_rfl hL)).trans_eq (by ring) | |
| end SmoothLocal.Pulse | |
| end | |
| end OAI | |