Download lean/OAI/Geometry/IntegralFillings/Currents/WeakCompactness.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 8.76 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IntegralFillings/Currents/WeakCompactness.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/IntegralFillings/Currents/WeakCompactness.lean
-
curl -L -o WeakCompactness.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IntegralFillings/Currents/WeakCompactness.lean
8.76 kB
| import Mathlib | |
| import OAI.Geometry.IntegralFillings.Currents.WeakClosure | |
| namespace OAI | |
| section | |
| open Filter Set | |
| open Set Filter MeasureTheory TopologicalSpace | |
| open scoped Topology ENNReal | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| open Matrix | |
| open scoped RealInnerProductSpace MatrixOrder | |
| open Set MeasureTheory Measure Filter Module | |
| open Set Filter MeasureTheory Measure ContinuousLinearMap | |
| open scoped Topology Convolution NNReal | |
| open Set Filter MeasureTheory Measure Metric | |
| open scoped Topology ContDiff | |
| open Set Filter Metric | |
| open scoped Topology NNReal | |
| open Set MeasureTheory Filter | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal NNReal | |
| open MeasureTheory Filter Set Metric | |
| open scoped Topology Pointwise NNReal | |
| namespace SharpIntegralFillings | |
| open MeasureTheory Set Filter | |
| open scoped Topology NNReal | |
| namespace Foundations | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [CompactSpace X] | |
| lemma exists_weak_cluster_of_mass_bound | |
| {ι : Type*} {l : Filter ι} [NeBot l] {k : ℕ} | |
| {Ts : ι → Functional X k} (hcur : ∀ j, IsMetricCurrent (Ts j)) | |
| (M : ℝ≥0) (hM : ∀ j, mass (Ts j) ≤ M) : | |
| ∃ (l' : Filter ι), NeBot l' ∧ l' ≤ l ∧ | |
| ∃ T : Functional X k, ∀ b π, Tendsto (fun j => Ts j b π) l' (𝓝 (T b π)) := by | |
| have hbound (b : X → ℝ) (π : Fin k → X → ℝ) : | |
| ∃ R : ℝ, 0 ≤ R ∧ ∀ j, |Ts j b π| ≤ R := by | |
| by_cases h : Admissible b π | |
| · choose Ks hKs using h.2 | |
| obtain ⟨B, hB⟩ := h.1.2 | |
| refine ⟨((∏ i, (Ks i : ℝ)) * max B 0) * M, by positivity, ?_⟩ | |
| intro j | |
| refine ((hcur j).mass_bound_uniform h.1 Ks hKs | |
| (fun x => (hB x).trans (le_max_left B 0))).trans ?_ | |
| exact mul_le_mul_of_nonneg_left (hM j) (by positivity) | |
| · exact ⟨0, le_rfl, fun j => by rw [(hcur j).offDomain b π h, abs_zero]⟩ | |
| choose R _ hR using hbound | |
| let C : Set (Functional X k) := {U | ∀ b π, U b π ∈ Icc (-R b π) (R b π)} | |
| have hC : IsCompact C := | |
| isCompact_pi_infinite fun _ => isCompact_pi_infinite fun _ => isCompact_Icc | |
| have hTsC (j : ι) : Ts j ∈ C := fun b π => abs_le.mp (hR b π j) | |
| obtain ⟨T, _, hcluster⟩ := hC.exists_mapClusterPt_of_frequently (l := l) | |
| (Eventually.of_forall hTsC).frequently | |
| let l' := comap Ts (𝓝 T) ⊓ l | |
| have hl' : NeBot l' := neBot_inf_comap_iff_map'.mpr hcluster | |
| have hT : Tendsto Ts l' (𝓝 T) := tendsto_iff_comap.mpr inf_le_left | |
| exact ⟨l', hl', inf_le_right, T, fun b π => | |
| tendsto_pi_nhds.mp (tendsto_pi_nhds.mp hT b) π⟩ | |
| lemma exists_normal_weak_cluster_of_integral_mass_bound | |
| {ι : Type*} {l : Filter ι} [NeBot l] {k : ℕ} | |
| {Ts : ι → Functional X (k + 1 + 1)} | |
| (hTs : ∀ j, IsIntegral (k + 1 + 1) (Ts j)) | |
| (M N : ℝ≥0) (hM : ∀ j, mass (Ts j) ≤ M) | |
| (hN : ∀ j, mass (boundarySucc (Ts j)) ≤ N) : | |
| ∃ (l' : Filter ι), NeBot l' ∧ l' ≤ l ∧ | |
| ∃ T : Functional X (k + 1 + 1), IsMetricCurrent T ∧ | |
| IsMetricCurrent (boundarySucc T) ∧ mass T ≤ M ∧ | |
| mass (boundarySucc T) ≤ N ∧ | |
| ∀ b π, Tendsto (fun j => Ts j b π) l' (𝓝 (T b π)) := by | |
| obtain ⟨l', hl', hle, T, hlim⟩ := exists_weak_cluster_of_mass_bound | |
| (l := l) (fun j => (hTs j).1) M hM | |
| let := hl' | |
| obtain ⟨hT, hbd⟩ := normal_of_bounded_integral_weak_limit hTs M N hM hN hlim | |
| refine ⟨l', hl', hle, T, hT, hbd, ?_, ?_, hlim⟩ | |
| · exact mass_le_of_bounded_weak_limit M (fun j => (hTs j).1) hM (fun b π _ => hlim b π) | |
| · exact mass_le_of_bounded_weak_limit N (fun j => (hTs j).2.2.1) hN | |
| (fun b π _ => boundarySucc_weak_limit hlim b π) | |
| lemma IsMetricCurrent.first_difference_bound {k : ℕ} {T : Functional X k} | |
| (hT : IsMetricCurrent T) {b c : X → ℝ} (hb : BoundedLip b) (hc : BoundedLip c) | |
| (π : Fin k → X → ℝ) (K : ℝ≥0) (hπ : ∀ i, LipschitzWith K (π i)) | |
| (ε : ℝ≥0) (hε : ∀ x, |b x - c x| ≤ ε) : | |
| |T b π - T c π| ≤ (K : ℝ) ^ k * ε * mass T := by | |
| have hsub : BoundedLip (fun x => b x - c x) := by | |
| simpa [sub_eq_add_neg] using hb.add (hc.const_mul (-1)) | |
| have heq : T (fun x => b x - c x) π = T b π - T c π := by | |
| simpa [sub_eq_add_neg] using hT.linearFirst b c π 1 (-1) hb hc (fun i => ⟨K, hπ i⟩) | |
| rw [← heq] | |
| simpa using hT.mass_bound_uniform hsub (fun _ => K) hπ hε | |
| abbrev TestClass (d : ℕ) (K : ℕ) := | |
| {p : C(X, ℝ) × (Fin d → C(X, ℝ)) // | |
| LipschitzWith K p.1 ∧ ‖p.1‖ ≤ K ∧ ∀ i, LipschitzWith K (p.2 i)} | |
| instance testClass_nonempty (d K : ℕ) : Nonempty (TestClass (X := X) d K) := by | |
| refine ⟨⟨(0, fun _ => 0), ?_⟩⟩ | |
| refine ⟨(LipschitzWith.const 0).weaken (by positivity), ?_, ?_⟩ | |
| · simp | |
| · intro i | |
| exact (LipschitzWith.const 0).weaken (by positivity) | |
| noncomputable def TestClass.eval {d K : ℕ} (T : Functional X d) | |
| (p : TestClass (X := X) d K) : ℝ := T p.val.1 (fun i => p.val.2 i) | |
| omit [MeasurableSpace X] [BorelSpace X] in | |
| lemma TestClass.boundedLip {d K : ℕ} (p : TestClass (X := X) d K) : | |
| BoundedLip (p.val.1 : X → ℝ) := | |
| ⟨⟨K, p.property.1⟩, K, fun x => (p.val.1.norm_coe_le_norm x).trans p.property.2.1⟩ | |
| lemma IntegerRectifiable.testClass_lipschitz {k : ℕ} {T : Functional X (k+1)} | |
| (hT : IntegerRectifiable T) (hcur : IsMetricCurrent T) | |
| (hbd : IsMetricCurrent (boundarySucc T)) | |
| (M N : ℝ≥0) (hM : mass T ≤ M) (hN : mass (boundarySucc T) ≤ N) (K : ℕ) : | |
| LipschitzWith ((K : ℝ≥0) ^ (k+1) * M + | |
| (k+1) * ((K : ℝ≥0) + K) ^ k * (K * N + K * M)) | |
| (TestClass.eval (K := K) T) := by | |
| apply lipschitzWith_iff_dist_le_mul.mpr | |
| intro p q | |
| let ε : ℝ≥0 := nndist p q | |
| have hb : ∀ x, |p.val.1 x - q.val.1 x| ≤ ε := by | |
| intro x | |
| exact (ContinuousMap.dist_apply_le_dist x).trans | |
| (le_max_left (dist p.val.1 q.val.1) (dist p.val.2 q.val.2)) | |
| have hπ : ∀ i x, |p.val.2 i x - q.val.2 i x| ≤ ε := by | |
| intro i x | |
| exact ((ContinuousMap.dist_apply_le_dist x).trans | |
| (dist_le_pi_dist p.val.2 q.val.2 i)).trans (le_max_right _ _) | |
| have hB (x : X) : |q.val.1 x| ≤ (K : ℝ≥0) := | |
| (q.val.1.norm_coe_le_norm x).trans q.property.2.1 | |
| have hfirst := IsMetricCurrent.first_difference_bound hcur p.boundedLip q.boundedLip | |
| (fun i => p.val.2 i) K p.property.2.2 ε hb | |
| have hcoord := IntegerRectifiable.test_difference_bound hT hcur hbd q.property.1 | |
| (fun i => p.val.2 i) (fun i => q.val.2 i) K p.property.2.2 q.property.2.2 K ε hB hπ | |
| have hfirst' : |T p.val.1 (fun i => p.val.2 i) - T q.val.1 (fun i => p.val.2 i)| ≤ | |
| (K : ℝ) ^ (k+1) * M * ε := by | |
| refine hfirst.trans ?_ | |
| calc (K : ℝ) ^ (k+1) * ε * mass T ≤ (K : ℝ) ^ (k+1) * ε * M := | |
| mul_le_mul_of_nonneg_left hM (by positivity) | |
| _ = _ := by ring | |
| have hcoord' : |T q.val.1 (fun i => p.val.2 i) - T q.val.1 (fun i => q.val.2 i)| ≤ | |
| (k+1 : ℝ) * (K + K : ℝ) ^ k * ((K : ℝ) * N + K * M) * ε := by | |
| refine hcoord.trans ?_ | |
| apply mul_le_mul_of_nonneg_right _ ε.coe_nonneg | |
| apply mul_le_mul_of_nonneg_left _ (by positivity) | |
| exact add_le_add (mul_le_mul_of_nonneg_left hN (by positivity)) | |
| (mul_le_mul_of_nonneg_left hM (by positivity)) | |
| calc dist (TestClass.eval T p) (TestClass.eval T q) ≤ | |
| |T p.val.1 (fun i => p.val.2 i) - T q.val.1 (fun i => p.val.2 i)| + | |
| |T q.val.1 (fun i => p.val.2 i) - T q.val.1 (fun i => q.val.2 i)| := | |
| dist_triangle _ (T q.val.1 (fun i => p.val.2 i)) _ | |
| _ ≤ _ := add_le_add hfirst' hcoord' | |
| _ = _ := by dsimp [ε]; push_cast; ring | |
| omit [MeasurableSpace X] [BorelSpace X] in | |
| lemma admissible_mem_testClass {d : ℕ} {b : X → ℝ} {π : Fin d → X → ℝ} | |
| (h : Admissible b π) : | |
| ∃ (K : ℕ) (p : TestClass (X := X) d K), | |
| (p.val.1 : X → ℝ) = b ∧ (fun i => (p.val.2 i : X → ℝ)) = π := by | |
| obtain ⟨⟨Kb, hb⟩, B, hB⟩ := h.1 | |
| choose Ks hKs using h.2 | |
| let Bn : ℝ≥0 := ⟨max B 0, le_max_right _ _⟩ | |
| let L : ℝ≥0 := max Kb (max Bn (Finset.univ.sup Ks)) | |
| obtain ⟨K, hK⟩ := exists_nat_gt L | |
| have hbK : Kb ≤ (K : ℝ≥0) := (le_max_left _ _).trans hK.le | |
| have hBK : Bn ≤ (K : ℝ≥0) := | |
| ((le_max_left _ _).trans (le_max_right _ _)).trans hK.le | |
| have hπK (i : Fin d) : Ks i ≤ (K : ℝ≥0) := | |
| ((Finset.le_sup (Finset.mem_univ i)).trans | |
| ((le_max_right _ _).trans (le_max_right _ _))).trans hK.le | |
| let p : C(X, ℝ) × (Fin d → C(X, ℝ)) := | |
| (⟨b, hb.continuous⟩, fun i => ⟨π i, (hKs i).continuous⟩) | |
| refine ⟨K, ⟨p, ⟨hb.weaken hbK, ?_, fun i => (hKs i).weaken (hπK i)⟩⟩, rfl, rfl⟩ | |
| apply (p.1.norm_le (by positivity)).mpr | |
| intro x | |
| exact (hB x).trans ((le_max_left B 0).trans hBK) | |
| end Foundations | |
| end SharpIntegralFillings | |
| end | |
| end OAI | |