Download lean/OAI/Geometry/CAT0Fillings/Radial/FirstVariation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 8.54 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/CAT0Fillings/Radial/FirstVariation.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/CAT0Fillings/Radial/FirstVariation.lean
-
curl -L -o FirstVariation.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/CAT0Fillings/Radial/FirstVariation.lean
8.54 kB
| import Mathlib | |
| import OAI.Geometry.CAT0Fillings.Radial.WholeMass | |
| import OAI.Geometry.CAT0Fillings.Radial.SeriesDerivative | |
| namespace OAI | |
| section | |
| section | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal NNReal | |
| open Filter Set | |
| open scoped Topology NNReal | |
| open Set Filter MeasureTheory TopologicalSpace | |
| open scoped Topology ENNReal | |
| open MeasureTheory Filter Set Metric | |
| open scoped Topology Pointwise NNReal | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| open Matrix | |
| open scoped RealInnerProductSpace MatrixOrder | |
| namespace CAT0Fillings | |
| open MeasureTheory Set Filter Metric Matrix CurrentOperations | |
| open scoped Topology NNReal | |
| variable {X : Type*} [MetricSpace X] [CompactSpace X] | |
| [MeasurableSpace X] [BorelSpace X] [Nonempty X] {k : ℕ} | |
| theorem exists_whole_radial_first_variation {T : Functional X k} | |
| (hX : IsCAT0 X) (hT : IsMetricCurrent T) (hrect : IntegerRectifiable T) | |
| (seg : X → X → ℝ → X) | |
| (hseg : ∀ o x a b, a ∈ Icc (0:ℝ) 1 → b ∈ Icc (0:ℝ) 1 → | |
| dist (seg o x a) (seg o x b) = |a-b| *dist o x) | |
| (hcomp : ∀ o x y a b, a ∈ Icc (0:ℝ) 1 → b ∈ Icc (0:ℝ) 1 → | |
| dist (seg o x a) (seg o y b)^2 ≤ (a*dist o x-b*dist o y)^2+ | |
| a*b*(dist x y^2-(dist o x-dist o y)^2)) | |
| (o : X) {g : X → ℝ} {K : ℝ≥0} (hg : LipschitzWith K g) : | |
| ∃ (C : ℕ → IntegerChart X k) (p : ℕ → Euc k → Seminorm ℝ (Euc k)), | |
| Pairwise (fun i j => Disjoint (C i).image (C j).image) ∧ | |
| (∀ b π, T b π = ∑' i, (C i).action b π) ∧ | |
| (∀ i v, Measurable (fun z => p i z v)) ∧ | |
| (∀ i, ∀ᵐ z ∂volume.restrict (C i).domain, | |
| (∀ hz : z ∈ (C i).domain, MetricDifferentiation.HasCenteredMetricDifferentialWithin | |
| (C i).domain (C i).param (p i z) ⟨z,hz⟩) ∧ | |
| (∀ u v, p i z (u+v)^2+p i z (u-v)^2 = 2*p i z u^2+2*p i z v^2) ∧ | |
| (∀ v, p i z v = 0 ↔ v = 0)) ∧ | |
| mass T = (∑' i, ∫ z, |((C i).multiplicity z : ℝ)| *Real.sqrt | |
| (polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis).det | |
| ∂volume.restrict (C i).domain) ∧ | |
| (let d : ℕ → ℝ := fun i => ∫ z, | |
| (|((C i).multiplicity z : ℝ)| * Real.sqrt | |
| (polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis).det) * | |
| -((k:ℝ)*(C i).scalar g z+(C i).scalar (dist o) z * | |
| (differentialRow (fderivWithin ℝ ((C i).scalar (dist o)) (C i).domain z) ⬝ᵥ | |
| (polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis)⁻¹.mulVec | |
| (differentialRow (fderivWithin ℝ ((C i).scalar g) (C i).domain z)))) | |
| ∂volume.restrict (C i).domain | |
| Summable d ∧ HasDerivWithinAt | |
| (fun t => ∑' i, ∫ z, |((C i).multiplicity z : ℝ)| * (C i).radialJacobian | |
| (fun z => polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis) | |
| o g t z ∂volume.restrict (C i).domain) (∑' i, d i) (Ici 0) 0) ∧ | |
| ∀ t ∈ Icc (0:ℝ) 1, (∀ y, 1-t*g y ∈ Icc (0:ℝ) 1) → | |
| Summable (fun i => ∫ z, |((C i).multiplicity z : ℝ)| *(C i).radialJacobian | |
| (fun z => polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis) | |
| o g t z ∂volume.restrict (C i).domain) ∧ | |
| mass (pushCurrent (fun y => seg o y (1-t*g y)) T) ≤ | |
| ∑' i, ∫ z, |((C i).multiplicity z : ℝ)| *(C i).radialJacobian | |
| (fun z => polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis) | |
| o g t z ∂volume.restrict (C i).domain := by | |
| classical | |
| obtain ⟨C,hdis,hC,hsum,heq⟩ := hrect | |
| choose P hPm hP hρ hfin hcontrol hmin hfield using | |
| fun i => (C i).exists_exact_quadratic_mass hX (hC i) | |
| choose p hPeq hpm hp using hfield | |
| simp only [hPeq] at hρ hfin hcontrol hmin | |
| let J (i : ℕ) (z : Euc k) := Real.sqrt | |
| (polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis).det | |
| have hmass (i : ℕ) : mass (C i).action = | |
| ∫ z, |((C i).multiplicity z : ℝ)| *J i z ∂volume.restrict (C i).domain := | |
| (C i).mass_eq_integral_majorant (hC i) (hρ i) | |
| (Eventually.of_forall fun _ => Real.sqrt_nonneg _) (hcontrol i) (hmin i) | |
| let μ (i : ℕ) : Measure X := (C i).majorantMeasure (J i) | |
| have hμfin : ∀ i, IsFiniteMeasure (μ i) := hfin | |
| let := hμfin | |
| have htot (i : ℕ) : (μ i).real univ = mass (C i).action := by | |
| have heqm : MassMeasure.currentMassMeasure (hC i) = μ i := by | |
| apply le_antisymm (MassMeasure.currentMassMeasure_le (hC i) (hcontrol i)) | |
| exact hmin i _ inferInstance (MassMeasure.currentMassMeasure_controls (hC i)) | |
| rw [←heqm] | |
| exact MassMeasure.currentMassMeasure_total _ | |
| have hμsum : Summable (fun i => (μ i).real univ) := by simpa only [htot] using hsum | |
| let := finite_sum_measure_of_summable_total μ hμsum | |
| have hmeasure : MassMeasure.currentMassMeasure hT = Measure.sum μ := by | |
| apply le_antisymm | |
| · exact MassMeasure.currentMassMeasure_le hT (controls_sum_general hcontrol heq) | |
| · exact sum_measure_le_of_component_minimal hC hcontrol hmin heq | |
| (fun i => (C i).measurableSet_image) hdis | |
| (fun i => (C i).majorantMeasure_ae_image _) (MassMeasure.currentMassMeasure_controls hT) | |
| have htotal : mass T = ∑' i, mass (C i).action := by | |
| rw [←MassMeasure.currentMassMeasure_total hT,hmeasure] | |
| rw [measureReal_def,Measure.sum_apply _ MeasurableSet.univ, | |
| ENNReal.tsum_toReal_eq (fun i => measure_ne_top (μ i) univ)] | |
| exact tsum_congr htot | |
| refine ⟨C,p,hdis,heq,hpm,hp,?_,?_,?_⟩ | |
| · simpa only [hmass,J] using htotal | |
| · exact countable_chart_radial_first_variation C p hpm hp hρ | |
| (by simpa only [hmass,J] using hsum) o hg | |
| obtain ⟨M,hM⟩ := isCompact_univ.exists_bound_of_continuousOn hg.continuous.continuousOn | |
| let B : ℝ := max 1 (max (K:ℝ) (max M (Metric.diam (univ : Set X)))) | |
| have hB : 1 ≤ B := le_max_left .. | |
| have hK : (K:ℝ) ≤ B := (le_max_left ..).trans (le_max_right ..) | |
| have hgb : ∀ x, |g x| ≤ B := by | |
| intro x | |
| have hm : |g x| ≤ M := by simpa only [Real.norm_eq_abs] using hM x (mem_univ x) | |
| exact hm.trans ((le_max_left ..).trans ((le_max_right ..).trans (le_max_right ..))) | |
| have hrb : ∀ x, dist o x ≤ B := by | |
| intro x | |
| exact (Metric.dist_le_diam_of_mem isCompact_univ.isBounded (mem_univ o) (mem_univ x)).trans | |
| ((le_max_right ..).trans ((le_max_right ..).trans (le_max_right ..))) | |
| obtain ⟨A,hA,hbound⟩ := uniform_chart_radialJacobian_majorant (k := k) o hg hB hK hgb hrb | |
| intro t ht htg | |
| let R (i : ℕ) (z : Euc k) := (C i).radialJacobian | |
| (fun z => polarizationMatrix (p i z) (EuclideanSpace.basisFun (Fin k) ℝ).toBasis) o g t z | |
| let I (i : ℕ) : ℝ := ∫ z, |((C i).multiplicity z : ℝ)| *R i z | |
| ∂volume.restrict (C i).domain | |
| have hrad (i : ℕ) : Integrable (fun z => |((C i).multiplicity z : ℝ)| *R i z) | |
| (volume.restrict (C i).domain) := | |
| (C i).integrable_radialJacobian (p i) (hpm i) (hp i) (hρ i) o hg hB hK hgb hrb ht | |
| have hI0 (i : ℕ) : 0 ≤ I i := integral_nonneg fun z => | |
| mul_nonneg (abs_nonneg _) (Real.sqrt_nonneg _) | |
| have hIle (i : ℕ) : I i ≤ A*mass (C i).action := by | |
| rw [hmass,←integral_const_mul] | |
| apply integral_mono_ae (hrad i) ((hρ i).const_mul A) | |
| filter_upwards [hbound (C i) (p i) (hp i) t ht] with z hz | |
| calc | |
| _ ≤ |((C i).multiplicity z : ℝ)| *(A*J i z) := | |
| mul_le_mul_of_nonneg_left hz (abs_nonneg _) | |
| _ = _ := by ring | |
| have hIsum : Summable I := (hsum.mul_left A).of_nonneg_of_le hI0 hIle | |
| obtain ⟨L,hf⟩ := radial_lipschitzWith seg hseg hcomp o hg t htg | |
| let f : X → X := fun y => seg o y (1-t*g y) | |
| have hpush (i : ℕ) : IsMetricCurrent (pushCurrent f (C i).action) := | |
| pushCurrent_isMetricCurrent (hC i) hf | |
| have hpushle (i : ℕ) : mass (pushCurrent f (C i).action) ≤ I i := | |
| (C i).radial_push_mass_le seg hcomp o g hg t htg hf (p i) (hp i) (hrad i) | |
| have hpushsum : Summable (fun i => mass (pushCurrent f (C i).action)) := | |
| hIsum.of_nonneg_of_le (fun i => mass_nonneg _) hpushle | |
| have hpusheq : pushCurrent f T = fun b π => ∑' i, pushCurrent f (C i).action b π := by | |
| funext b π | |
| by_cases hab : Admissible b π | |
| · simp only [pushCurrent_apply _ _ hab] | |
| exact heq _ _ | |
| · simp only [pushCurrent,ite_eq_right hab,tsum_zero] | |
| refine ⟨hIsum,?_⟩ | |
| change mass (pushCurrent f T) ≤ ∑' i, I i | |
| rw [hpusheq] | |
| exact (mass_tsum_le hpush hpushsum).trans (hpushsum.tsum_le_tsum hpushle hIsum) | |
| end CAT0Fillings | |
| end | |
| end | |
| end OAI | |