Download lean/OAI/Geometry/CAT0Fillings/Calculus/VectorLimit.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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5.69 kB
| import Mathlib | |
| import OAI.Geometry.CAT0Fillings.Gradient.ClosedLinear | |
| import OAI.Geometry.CAT0Fillings.Gradient.Multiplier | |
| import OAI.Geometry.CAT0Fillings.Calculus.ClosedChain | |
| namespace OAI | |
| section | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal NNReal | |
| namespace CAT0Fillings.ClosedCalculus | |
| variable {α E : Type*} [MeasurableSpace α] {μ : Measure α} | |
| [NormedAddCommGroup E] [InnerProductSpace ℝ E] | |
| lemma mulLp_tendsto_smul {b : ℕ → α → ℝ} {c : α → ℝ} | |
| (hb : ∀ j, AEStronglyMeasurable (b j) μ) (hc : AEStronglyMeasurable c μ) | |
| {C : ℝ} (_hC : 0 ≤ C) | |
| (hbC : ∀ j, ∀ᵐ x ∂μ, |b j x| ≤ C) (hcC : ∀ᵐ x ∂μ, |c x| ≤ C) | |
| (h : Lp E 2 μ) | |
| (hbc : ∀ᵐ x ∂μ, Tendsto (fun j => b j x • h x) atTop (𝓝 (c x • h x))) : | |
| Tendsto (fun j => mulLp (hb j) (hbC j) h) atTop (𝓝 (mulLp hc hcC h)) := by | |
| have hfixed : Tendsto (fun j => mulLp (hb j) (hbC j) h-mulLp hc hcC h) atTop (𝓝 0) := by | |
| apply l2_tendsto_zero_of_bound _ (fun x => 2*C*‖h x‖) | |
| · have hi := (Lp.memLp h).integrable_norm_pow (by norm_num : (2:ℕ) ≠ 0) | |
| convert hi.const_mul ((2*C)^2) using 1 | |
| funext x | |
| ring | |
| · intro j | |
| filter_upwards [Lp.coeFn_sub (mulLp (hb j) (hbC j) h) (mulLp hc hcC h), | |
| mulLp_ae (hb j) (hbC j) h,mulLp_ae hc hcC h,hbC j,hcC] with x hs hb hc hbC hcC | |
| rw [hs,Pi.sub_apply,hb,hc,←sub_smul,norm_smul,Real.norm_eq_abs] | |
| exact mul_le_mul_of_nonneg_right ((abs_sub (b j x) (c x)).trans (by linarith)) (norm_nonneg _) | |
| · have hall : ∀ᵐ x ∂μ, ∀ j, (mulLp (hb j) (hbC j) h-mulLp hc hcC h) x = | |
| (b j x-c x) • h x := by | |
| apply ae_all_iff.mpr | |
| intro j | |
| filter_upwards [Lp.coeFn_sub (mulLp (hb j) (hbC j) h) (mulLp hc hcC h), | |
| mulLp_ae (hb j) (hbC j) h,mulLp_ae hc hcC h] with x hs hb hc | |
| rw [hs,Pi.sub_apply,hb,hc,sub_smul] | |
| filter_upwards [hall,hbc] with x he hx | |
| simp_rw [he,sub_smul] | |
| simpa only [sub_self] using hx.sub_const (c x • h x) | |
| have hf := hfixed.add_const (mulLp hc hcC h) | |
| simpa only [sub_add_cancel,zero_add] using hf | |
| end CAT0Fillings.ClosedCalculus | |
| namespace CAT0Fillings.ChartGeometry | |
| variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] | |
| [CompactSpace X] [Nonempty X] {k : ℕ} {T : Functional X (k+1)} | |
| {hT : IsMetricCurrent T} (q : ChartGeometry hT) | |
| lemma closed_chain_uniform_smul {F D : ℝ → ℝ} {J : ℝ≥0} (hF : LipschitzWith J F) | |
| (hD : Measurable D) {C : ℝ} (hC : 0 ≤ C) (hbD : ∀ t, |D t| ≤ C) | |
| (Fj Dj : ℕ → ℝ → ℝ) (K : ℕ → ℝ≥0) | |
| (hFj : ∀ j, LipschitzWith (K j) (Fj j)) | |
| (hdj : ∀ j t, HasDerivAt (Fj j) (Dj j t) t) | |
| (hcj : ∀ j, Continuous (Dj j)) (hbj : ∀ j t, |Dj j t| ≤ C) | |
| (a : ℕ → ℝ) (ha : Tendsto a atTop (𝓝 0)) | |
| (he : ∀ j t, |Fj j t-F t| ≤ a j) (P : q.Sobolev) | |
| (hdlim : ∀ᵐ w ∂q.atlasMeasure, Tendsto | |
| (fun j => Dj j ((q.inclusion P) (q.atlasParam w)) • (q.closedGradient P) w) atTop | |
| (𝓝 (D ((q.inclusion P) (q.atlasParam w)) • (q.closedGradient P) w))) : | |
| ∃ Q : q.Sobolev, | |
| (q.inclusion Q : X → ℝ) =ᵐ[MassMeasure.currentMassMeasure hT] | |
| (fun x => F ((q.inclusion P) x)) ∧ | |
| (q.closedGradient Q : (ℕ × Euc (k+1)) → Euc (k+1)) =ᵐ[q.atlasMeasure] | |
| (fun w => D ((q.inclusion P) (q.atlasParam w)) • (q.closedGradient P) w) := by | |
| choose Q hQ hG using (fun j => q.closed_chain (hFj j) (hdj j) (hcj j) hC (hbj j) P) | |
| let b (j : ℕ) (w : ℕ × Euc (k+1)) := Dj j ((q.inclusion P) (q.atlasParam w)) | |
| let c (w : ℕ × Euc (k+1)) := D ((q.inclusion P) (q.atlasParam w)) | |
| have hpm := (Lp.aestronglyMeasurable (q.inclusion P)).comp_measurePreserving q.atlas_preserving | |
| have hb (j : ℕ) : AEStronglyMeasurable (b j) q.atlasMeasure := (hcj j).comp_aestronglyMeasurable hpm | |
| have hc : AEStronglyMeasurable c q.atlasMeasure := (hD.comp_aemeasurable hpm.aemeasurable).aestronglyMeasurable | |
| have hbC (j : ℕ) : ∀ᵐ w ∂q.atlasMeasure, |b j w| ≤ C := Eventually.of_forall fun _ => hbj j _ | |
| have hcC : ∀ᵐ w ∂q.atlasMeasure, |c w| ≤ C := Eventually.of_forall fun _ => hbD _ | |
| have hgl := ClosedCalculus.mulLp_tendsto_smul hb hc hC hbC hcC (q.closedGradient P) hdlim | |
| have heG (j : ℕ) : ClosedCalculus.mulLp (hb j) (hbC j) (q.closedGradient P) = q.closedGradient (Q j) := by | |
| apply Lp.ext | |
| exact (ClosedCalculus.mulLp_ae (hb j) (hbC j) _).trans (hG j).symm | |
| simp only [heG] at hgl | |
| let V := q.composeValue hF (q.inclusion P) | |
| have hv : Tendsto (fun j => q.inclusion (Q j)) atTop (𝓝 V) := by | |
| apply tendsto_iff_norm_sub_tendsto_zero.mpr | |
| apply squeeze_zero (fun _ => norm_nonneg _) | |
| (g := fun j => a j*‖value (hT := hT) (LipschitzWith.const (1:ℝ))‖) | |
| · intro j | |
| apply Lp.norm_le_mul_norm_of_ae_le_mul | |
| filter_upwards [Lp.coeFn_sub (q.inclusion (Q j)) V,hQ j,q.composeValue_ae hF (q.inclusion P), | |
| ((Foundations.boundedLip_of_lipschitz (LipschitzWith.const (1:ℝ))).memLp | |
| (μ := MassMeasure.currentMassMeasure hT) 2).coeFn_toLp] with x hs hq hv h1 | |
| change (value (hT := hT) (LipschitzWith.const (1:ℝ)) : X → ℝ) x = 1 at h1 | |
| rw [hs,Pi.sub_apply,hq,hv,h1,Real.norm_eq_abs,norm_one,mul_one] | |
| exact he j _ | |
| · simpa only [zero_mul] using ha.mul_const ‖value (hT := hT) (LipschitzWith.const (1:ℝ))‖ | |
| obtain ⟨R,hR,hRG⟩ := q.closedGradient_closed V (ClosedCalculus.mulLp hc hcC (q.closedGradient P)) Q hv hgl | |
| refine ⟨R,?_,?_⟩ | |
| · rw [hR] | |
| exact q.composeValue_ae hF (q.inclusion P) | |
| · rw [hRG] | |
| exact ClosedCalculus.mulLp_ae hc hcC _ | |
| end CAT0Fillings.ChartGeometry | |
| end | |
| end OAI | |