Download lean/OAI/Geometry/RuledCovering/LocalCover.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Geometry.RuledCovering.HyperbolicLattice | |
| namespace OAI | |
| noncomputable section | |
| open Set MeasureTheory Filter Metric | |
| open scoped Topology ContDiff Pointwise | |
| namespace RuledApproximation | |
| lemma HasFiniteCover.of_fintype {ι : Type*} [Fintype ι] {shape : Cylinder → Prop} | |
| {S : Set Space} {A : ℝ} (C : ι → Cylinder) (hshape : ∀ i, shape (C i)) | |
| (hcover : S ⊆ ⋃ i, (C i).carrier) (hcost : (∑ i, (C i).area) ≤ A) : | |
| HasFiniteCover shape S A := by | |
| classical | |
| let e := Fintype.equivFin ι | |
| refine ⟨Fintype.card ι, C ∘ e.symm, fun i => hshape _, ?_, ?_⟩ | |
| · intro x hx | |
| obtain ⟨i, hi⟩ := mem_iUnion.mp (hcover hx) | |
| exact mem_iUnion.mpr ⟨e i, by simpa using hi⟩ | |
| · change (∑ i : Fin (Fintype.card ι), (C (e.symm i)).area) ≤ A | |
| rw [e.symm.sum_comp (fun j => (C j).area)] | |
| exact hcost | |
| /-- Convert the finite weighted lattice certificate into actual perpendicular Euclidean cylinders. | |
| The factor is the exact area inflation caused by the derivative remainder. -/ | |
| theorem framed_local_cover (M : Coordinates ≃L[ℝ] Plane) {h L R delta : ℝ} | |
| (hh : 0 < h) (hL : 0 ≤ L) (hR : 0 ≤ R) (hd : 0 ≤ delta) | |
| {K U : Set Coordinates} (hK : IsCompact K) (hU : IsOpen U) (hKU : K ⊆ U) | |
| (v : Plane → Plane) (A : Coordinates →L[ℝ] Coordinates) | |
| (hmodel : LatticeModel A L R) | |
| (hrem : ∀ p ∈ U, ∀ b ∈ U, | |
| ‖M.symm (v (M p)) - M.symm (v (M b)) - A (p - b)‖ ≤ delta * ‖p - b‖) | |
| {F : Coordinates → ℝ} (hF : Continuous F) (hFpos : ∀ p, 0 ≤ F p) | |
| (hFval : ∀ p ∈ U, F p = physicalWeight h (v (M p))) | |
| {eps : ℝ} (heps : 0 < eps) : | |
| HasFiniteCover Cylinder.parallelogram (physicalRuled h (M '' K) v L) | |
| (h * (1 + 2 * L * delta * R) ^ 2 * | |
| (∫ p in M '' K, physicalWeight h (v p)) + eps) := by | |
| classical | |
| let B : ℝ := (1 + 2 * L * delta * R) ^ 2 | |
| have hB : 0 < B := by dsimp [B]; positivity | |
| have hscale : 0 < h * frameJacobian M * B := mul_pos (mul_pos hh (frameJacobian_pos M)) hB | |
| obtain ⟨n, hn, S, hS, hSU, hcov, hcost⟩ := local_finite_certificate hK hU hKU | |
| (fun p => M.symm (v (M p))) A hL hd hmodel hrem hF hFpos (div_pos heps hscale) | |
| let : Fintype S := hS.fintype | |
| let a : ℝ := (1 / 2 + L * delta * R) / n | |
| have hnR : 0 < (n : ℝ) := by exact_mod_cast hn | |
| have ha : 0 < a := by dsimp [a]; positivity | |
| let C : S → Cylinder := fun b => projectedCylinder h (v (M b)) (M '' closedBall (b : Coordinates) a) | |
| have harea (b : S) : (C b).area = h * frameJacobian M * (2 * a) ^ 2 * F b := by | |
| dsimp only [C] | |
| rw [projectedCylinder_area hh, frame_volume_image M isClosed_closedBall.measurableSet, | |
| coordinates_closedBall_volume b ha.le, hFval b (hSU b.property)] | |
| ring | |
| have hBrel : (2 * a) ^ 2 = B / (n : ℝ) ^ 2 := by | |
| dsimp [a, B] | |
| ring | |
| have hintegral : (∫ p in M '' K, physicalWeight h (v p)) = | |
| frameJacobian M * ∫ x in K, F x := by | |
| rw [frame_integral_image M hK.measurableSet] | |
| congr 1 | |
| apply setIntegral_congr_fun hK.measurableSet | |
| intro x hx | |
| exact (hFval x (hKU hx)).symm | |
| apply HasFiniteCover.of_fintype C | |
| · intro b | |
| apply projectedCylinder_parallelogram hh | |
| exact (coordinates_closedBall_parallelogram (b : Coordinates) ha).linear_image | |
| M.toLinearMap M.injective | |
| · rintro x ⟨_, ⟨p, hp, rfl⟩, s, hs, rfl⟩ | |
| obtain ⟨b, hb, hc⟩ := hcov p hp s hs | |
| apply mem_iUnion.mpr | |
| refine ⟨⟨b, hb⟩, ?_⟩ | |
| apply physicalRuled_mem_projectedCylinder | |
| refine ⟨p + s • (M.symm (v (M p)) - M.symm (v (M b))), ?_, ?_⟩ | |
| · rw [mem_closedBall, dist_eq_norm] | |
| convert hc using 1 | |
| congr 1 | |
| module | |
| · simp | |
| · have hsum : (∑ b : S, (C b).area) = | |
| (h * frameJacobian M * B) * ((∑' b : S, F b) / (n : ℝ) ^ 2) := by | |
| simp_rw [harea, hBrel] | |
| rw [tsum_fintype, ← Finset.mul_sum] | |
| ring | |
| rw [hsum, hintegral] | |
| have hc := (mul_lt_mul_of_pos_left hcost hscale).le | |
| calc | |
| _ ≤ (h * frameJacobian M * B) * | |
| ((∫ x in K, F x) + eps / (h * frameJacobian M * B)) := hc | |
| _ = _ := by | |
| rw [mul_add, mul_div_cancel₀ _ hscale.ne'] | |
| dsimp [B] | |
| ring | |
| end RuledApproximation | |
| end | |
| end OAI | |