Download lean/OAI/Geometry/CAT0Fillings/Currents/Pushforward.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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7.01 kB
| import Mathlib | |
| import OAI.Geometry.CAT0Fillings.Currents.MassBounds | |
| 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 Set MeasureTheory Filter | |
| open scoped Topology NNReal ENNReal | |
| universe u | |
| namespace CurrentOperations | |
| attribute [local instance] Classical.propDecidable | |
| variable {X : Type u} {Y : Type*} [MetricSpace X] [MetricSpace Y] | |
| [MeasurableSpace X] [BorelSpace X] [MeasurableSpace Y] [BorelSpace Y] | |
| omit [MeasurableSpace X] [BorelSpace X] [MeasurableSpace Y] [BorelSpace Y] in | |
| lemma boundedLip_comp {b : Y → ℝ} (hb : BoundedLip b) {f : X → Y} | |
| {K : ℝ≥0} (hf : LipschitzWith K f) : BoundedLip (b ∘ f) := by | |
| obtain ⟨⟨L, hL⟩, M, hM⟩ := hb | |
| exact ⟨⟨L*K, hL.comp hf⟩, M, fun x => hM (f x)⟩ | |
| omit [MeasurableSpace X] [BorelSpace X] [MeasurableSpace Y] [BorelSpace Y] in | |
| lemma admissible_comp {k : ℕ} {b : Y → ℝ} {π : Fin k → Y → ℝ} | |
| (h : Admissible b π) {f : X → Y} {K : ℝ≥0} (hf : LipschitzWith K f) : | |
| Admissible (b ∘ f) (fun i => π i ∘ f) := by | |
| refine ⟨boundedLip_comp h.1 hf, fun i => ?_⟩ | |
| obtain ⟨L, hL⟩ := h.2 i | |
| exact ⟨L*K, hL.comp hf⟩ | |
| noncomputable def pushCurrent {k : ℕ} (f : X → Y) (T : Functional X k) : Functional Y k := | |
| fun b π => if Admissible b π then T (b ∘ f) (fun i => π i ∘ f) else 0 | |
| omit [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [MeasurableSpace Y] [BorelSpace Y] in | |
| lemma pushCurrent_apply {k : ℕ} (f : X → Y) (T : Functional X k) | |
| {b : Y → ℝ} {π : Fin k → Y → ℝ} (h : Admissible b π) : | |
| pushCurrent f T b π = T (b ∘ f) (fun i => π i ∘ f) := ite_eq_left h | |
| lemma pushCurrent_controls {k : ℕ} {T : Functional X k} (hT : IsMetricCurrent T) | |
| {μ : Measure X} (hμ : Controls T μ) {f : X → Y} {K : ℝ≥0} | |
| (hf : LipschitzWith K f) : | |
| Controls (pushCurrent f T) ((↑(K^k) : ℝ≥0∞) • μ.map f) := by | |
| intro b π hb hπ | |
| rw [pushCurrent_apply f T ⟨hb, fun i => ⟨1, hπ i⟩⟩, | |
| integral_smul_measure, integral_map hf.continuous.aemeasurable | |
| hb.continuous.abs.aestronglyMeasurable] | |
| have h := hT.mass_bound hμ (boundedLip_comp hb hf) (fun _ => K) | |
| (fun i => by simpa only [one_mul] using (hπ i).comp hf) | |
| simpa only [Finset.prod_const, Finset.card_univ, Fintype.card_fin, | |
| ENNReal.coe_toReal, NNReal.coe_pow, smul_eq_mul, Function.comp_apply] using h | |
| lemma pushCurrent_isMetricCurrent {k : ℕ} {T : Functional X k} | |
| (hT : IsMetricCurrent T) {f : X → Y} {K : ℝ≥0} (hf : LipschitzWith K f) : | |
| IsMetricCurrent (pushCurrent f T) where | |
| offDomain := by intro b π h; exact ite_eq_right h | |
| linearFirst := by | |
| intro b c π a d hb hc hπ | |
| rw [pushCurrent_apply f T ⟨(hb.const_mul a).add (hc.const_mul d), hπ⟩, | |
| pushCurrent_apply f T ⟨hb, hπ⟩, pushCurrent_apply f T ⟨hc, hπ⟩] | |
| exact hT.linearFirst (b ∘ f) (c ∘ f) (fun i => π i ∘ f) a d | |
| (boundedLip_comp hb hf) (boundedLip_comp hc hf) (admissible_comp ⟨hb, hπ⟩ hf).2 | |
| linearCoord := by | |
| intro b π i g a c h hg | |
| have hπg : ∀ j, ∃ L : ℝ≥0, LipschitzWith L ((Function.update π i g) j) := by | |
| intro j | |
| by_cases hj : j = i | |
| · simpa only [hj, Function.update_self] using hg | |
| · simpa only [Function.update_of_ne hj] using h.2 j | |
| have hl : ∃ L : ℝ≥0, LipschitzWith L (fun y => a * π i y + c * g y) := by | |
| obtain ⟨L, hL⟩ := h.2 i | |
| obtain ⟨M, hM⟩ := hg | |
| exact ⟨_, (lipschitz_mul_real hL a).add (lipschitz_mul_real hM c)⟩ | |
| have hπac : ∀ j, ∃ L : ℝ≥0, | |
| LipschitzWith L ((Function.update π i (fun y => a * π i y + c * g y)) j) := by | |
| intro j | |
| by_cases hj : j = i | |
| · simpa only [hj, Function.update_self] using hl | |
| · simpa only [Function.update_of_ne hj] using h.2 j | |
| rw [pushCurrent_apply f T ⟨h.1, hπac⟩, pushCurrent_apply f T h, | |
| pushCurrent_apply f T ⟨h.1, hπg⟩] | |
| have h₁ : (fun j => (Function.update π i (fun y => a * π i y + c * g y)) j ∘ f) = | |
| Function.update (fun j => π j ∘ f) i (fun x => a * π i (f x) + c * g (f x)) := by | |
| funext j x | |
| by_cases hji : j = i <;> simp [hji, Function.update_of_ne] | |
| have h₂ : (fun j => (Function.update π i g) j ∘ f) = | |
| Function.update (fun j => π j ∘ f) i (g ∘ f) := by | |
| funext j x | |
| by_cases hji : j = i <;> simp [hji, Function.update_of_ne] | |
| rw [h₁, h₂] | |
| obtain ⟨L, hL⟩ := hg | |
| exact hT.linearCoord _ _ i _ a c (admissible_comp h hf) ⟨L*K, hL.comp hf⟩ | |
| sequentialContinuity := by | |
| intro b π πs hb hLip hpt | |
| choose L hL using hLip | |
| have hπ (i) : LipschitzWith (L i) (π i) := by | |
| apply lipschitzWith_iff_dist_le_mul.mpr | |
| intro x y | |
| exact le_of_tendsto ((hpt i x).dist (hpt i y)) | |
| (Eventually.of_forall fun j => (hL i j).dist_le_mul x y) | |
| simp only [pushCurrent_apply f T ⟨hb, fun i => ⟨L i, hL i _⟩⟩, | |
| pushCurrent_apply f T ⟨hb, fun i => ⟨L i, hπ i⟩⟩] | |
| exact hT.sequentialContinuity _ _ _ (boundedLip_comp hb hf) | |
| (fun i => ⟨L i*K, fun j => (hL i j).comp hf⟩) (fun i x => hpt i (f x)) | |
| locality := by | |
| intro b π h hloc | |
| rw [pushCurrent_apply f T h] | |
| obtain ⟨i, U, c, hU, hbU, hc⟩ := hloc | |
| apply hT.locality _ _ (admissible_comp h hf) | |
| refine ⟨i, f ⁻¹' U, c, hU.preimage hf.continuous, ?_, ?_⟩ | |
| · intro x hx; exact hbU hx | |
| · intro x hx; exact hc (f x) hx | |
| finiteMass := by | |
| obtain ⟨μ, hμ, hctrl⟩ := hT.finiteMass | |
| let := hμ | |
| refine ⟨(↑(K^k) : ℝ≥0∞) • μ.map f, ⟨?_⟩, pushCurrent_controls hT hctrl hf⟩ | |
| simp only [Measure.smul_apply, smul_eq_mul] | |
| exact ENNReal.mul_lt_top ENNReal.coe_lt_top (measure_lt_top (μ.map f) univ) | |
| omit [BorelSpace X] in | |
| lemma pushCurrent_id {k : ℕ} {T : Functional X k} (hT : IsMetricCurrent T) : | |
| pushCurrent id T = T := by | |
| funext b π | |
| by_cases h : Admissible b π | |
| · rw [pushCurrent_apply id T h] | |
| rfl | |
| · simp only [pushCurrent, ite_eq_right h, hT.offDomain b π h] | |
| omit [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [MeasurableSpace Y] [BorelSpace Y] in | |
| lemma pushCurrent_comp {Z : Type*} [MetricSpace Z] {k : ℕ} {T : Functional X k} | |
| {f : X → Y} {g : Y → Z} {L : ℝ≥0} (hg : LipschitzWith L g) : | |
| pushCurrent (g ∘ f) T = pushCurrent g (pushCurrent f T) := by | |
| funext b π | |
| by_cases h : Admissible b π | |
| · rw [pushCurrent_apply (g ∘ f) T h, pushCurrent_apply g (pushCurrent f T) h, | |
| pushCurrent_apply f T (admissible_comp h hg)] | |
| rfl | |
| · simp only [pushCurrent, ite_eq_right h] | |
| end CurrentOperations | |
| end CAT0Fillings | |
| end | |
| end | |
| end OAI | |