Download lean/OAI/Geometry/IntegralFillings/Charts/ChainRule.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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6 kB
| import Mathlib | |
| import OAI.Geometry.IntegralFillings.Currents.WeightedAction | |
| import OAI.Geometry.IntegralFillings.Currents.Contraction | |
| namespace OAI | |
| section | |
| 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 Set MeasureTheory Filter | |
| open Filter Set | |
| open scoped Topology NNReal | |
| open Set Filter MeasureTheory TopologicalSpace | |
| open scoped Topology ENNReal | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| open Matrix | |
| open scoped RealInnerProductSpace MatrixOrder | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal NNReal | |
| open MeasureTheory Filter Set Metric | |
| open scoped Topology Pointwise NNReal | |
| namespace SharpIntegralFillings | |
| open Set MeasureTheory Filter BorelCoefficients | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| [CompactSpace X] {k : ℕ} {T : Functional X (k+1)} | |
| lemma weightedCurrent_boundary_cycle (hT : IsMetricCurrent T) (hrect : IntegerRectifiable T) | |
| (hz : IsCycle T) (μ : Measure X) [IsFiniteMeasure μ] (hμ : Controls T μ) | |
| {u : X → ℝ} (hu : BoundedLip u) : | |
| boundarySucc (weightedCurrent μ hT u) = - contractCurrent u T := by | |
| classical | |
| funext b π | |
| by_cases hab : Admissible b π | |
| · have hcons : Admissible (fun _ : X => (1:ℝ)) (Matrix.vecCons b π) := | |
| ⟨BoundedLip.const 1,fun i => Fin.cases hab.1.1 (fun j => hab.2 j) i⟩ | |
| simp only [boundarySucc,ite_eq_left hab,weightedCurrent,ite_eq_left hcons,mul_one, | |
| Pi.neg_apply,contractCurrent_apply _ _ hab] | |
| rw [borelAction_eq μ hT hμ ⟨hu,fun i => Fin.cases hab.1.1 (fun j => hab.2 j) i⟩] | |
| exact Foundations.IntegerRectifiable.cycle_product_rule hrect hz hu hab.1 π hab.2 | |
| · simp only [boundarySucc,ite_eq_right hab,Pi.neg_apply,contractCurrent,neg_zero] | |
| lemma weightedCurrent_boundary_controls (hT : IsMetricCurrent T) (hrect : IntegerRectifiable T) | |
| (hz : IsCycle T) (μ : Measure X) [IsFiniteMeasure μ] (hμ : Controls T μ) | |
| {u : X → ℝ} (hu : BoundedLip u) {K : ℝ≥0} (hK : LipschitzWith K u) : | |
| Controls (boundarySucc (weightedCurrent μ hT u)) (K • μ) := by | |
| rw [weightedCurrent_boundary_cycle hT hrect hz μ hμ hu] | |
| intro b π hb hπ | |
| simpa only [Pi.neg_apply,abs_neg] using contractCurrent_controls hT hμ hK b π hb hπ | |
| end SharpIntegralFillings | |
| namespace SharpIntegralFillings.IntegerChart | |
| open Set MeasureTheory Filter | |
| variable {X : Type*} [MetricSpace X] {k : ℕ} (C : IntegerChart X k) | |
| lemma ae_fderivWithin_scalar_comp {u : X → ℝ} {K : ℝ≥0} (hu : LipschitzWith K u) | |
| {φ dφ : ℝ → ℝ} (hφ : ∀ t, HasDerivAt φ (dφ t) t) : | |
| ∀ᵐ z ∂volume.restrict C.domain, | |
| fderivWithin ℝ (C.scalar (φ ∘ u)) C.domain z = | |
| dφ (C.scalar u z) • fderivWithin ℝ (C.scalar u) C.domain z := by | |
| filter_upwards [ae_uniqueDiffWithinAt volume C.domain,ae_restrict_mem C.borel, | |
| C.ae_differentiableWithinAt_scalar hu] with z hz hzs hdu | |
| have heq : EqOn (C.scalar (φ ∘ u)) (φ ∘ C.scalar u) C.domain := by | |
| intro y hy | |
| simp only [Function.comp_apply,C.scalar_eq hy] | |
| have hh := (hφ (C.scalar u z)).comp_hasFDerivWithinAt z hdu.hasFDerivWithinAt | |
| exact (hh.congr heq (heq hzs)).fderivWithin hz | |
| lemma ae_jacobian_update_comp (π : Fin k → X → ℝ) (i : Fin k) | |
| {u : X → ℝ} {K : ℝ≥0} (hu : LipschitzWith K u) | |
| {φ dφ : ℝ → ℝ} (hφ : ∀ t, HasDerivAt φ (dφ t) t) : | |
| ∀ᵐ z ∂volume.restrict C.domain, | |
| C.jacobian (Function.update π i (φ ∘ u)) z = | |
| dφ (C.scalar u z) * C.jacobian (Function.update π i u) z := by | |
| filter_upwards [C.ae_fderivWithin_scalar_comp hu hφ] with z hz | |
| rw [C.jacobian_update,C.jacobian_update,hz] | |
| simpa only [_root_.smul_apply,Pi.smul_def,smul_eq_mul] using Matrix.det_updateRow_smul | |
| (Matrix.of fun a j => fderivWithin ℝ (C.scalar (π a)) C.domain z (EuclideanSpace.single j 1)) | |
| i (dφ (C.scalar u z)) | |
| (fun j => fderivWithin ℝ (C.scalar u) C.domain z (EuclideanSpace.single j 1)) | |
| lemma action_update_comp {b u : X → ℝ} (hb : BoundedLip b) (hu : BoundedLip u) | |
| {φ dφ : ℝ → ℝ} (hφ : ∀ t, HasDerivAt φ (dφ t) t) | |
| (hφu : BoundedLip (φ ∘ u)) (hdu : BoundedLip (dφ ∘ u)) | |
| (π : Fin k → X → ℝ) (hπ : ∀ j, ∃ K : ℝ≥0, LipschitzWith K (π j)) (i : Fin k) : | |
| C.action b (Function.update π i (φ ∘ u)) = | |
| C.action (fun x => b x * dφ (u x)) (Function.update π i u) := by | |
| obtain ⟨K,hK⟩ := hu.1 | |
| have hup {a : X → ℝ} (ha : BoundedLip a) : | |
| ∀ j, ∃ K : ℝ≥0, LipschitzWith K ((Function.update π i a) j) := by | |
| intro j | |
| by_cases hji : j = i | |
| · simpa [hji] using ha.1 | |
| · simpa [hji] using hπ j | |
| rw [action,ite_eq_left ⟨hb,hup hφu⟩,action,ite_eq_left ⟨hb.mul hdu,hup hu⟩] | |
| apply integral_congr_ae | |
| filter_upwards [C.ae_jacobian_update_comp π i hK hφ,ae_restrict_mem C.borel] with z hz hzs | |
| rw [hz,C.scalar_eq hzs,C.scalar_eq hzs,C.scalar_eq hzs] | |
| ring | |
| end SharpIntegralFillings.IntegerChart | |
| namespace SharpIntegralFillings.Foundations | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [CompactSpace X] | |
| omit [BorelSpace X] [CompactSpace X] in | |
| lemma IntegerRectifiable.apply_update_comp {k : ℕ} {T : Functional X k} | |
| (hT : IntegerRectifiable T) {b u : X → ℝ} (hb : BoundedLip b) (hu : BoundedLip u) | |
| {φ dφ : ℝ → ℝ} (hφ : ∀ t, HasDerivAt φ (dφ t) t) | |
| (hφu : BoundedLip (φ ∘ u)) (hdu : BoundedLip (dφ ∘ u)) | |
| (π : Fin k → X → ℝ) (hπ : ∀ j, ∃ K : ℝ≥0, LipschitzWith K (π j)) (i : Fin k) : | |
| T b (Function.update π i (φ ∘ u)) = | |
| T (fun x => b x * dφ (u x)) (Function.update π i u) := by | |
| obtain ⟨C,_,_,_,heq⟩ := hT | |
| rw [heq,heq] | |
| apply tsum_congr | |
| intro j | |
| exact (C j).action_update_comp hb hu hφ hφu hdu π hπ i | |
| end SharpIntegralFillings.Foundations | |
| end | |
| end OAI | |