Download lean/OAI/Geometry/IntegralFillings/Differentiation/LocalBounds.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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4.04 kB
| import Mathlib | |
| import OAI.Geometry.IntegralFillings.Charts.Differentiability | |
| import OAI.Geometry.IntegralFillings.Differentiation.HilbertCharts | |
| namespace OAI | |
| 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 SharpIntegralFillings | |
| open Filter MeasureTheory Set Metric | |
| open scoped Topology NNReal | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] | |
| (μ : Measure E) [Measure.IsAddHaarMeasure μ] | |
| lemma seminorm_le_of_centered_bound {s : Set E} {x : E} | |
| {r : E → ℝ} {p q : Seminorm ℝ E} {B : ℝ} | |
| (hx : Tendsto (fun t => μ (s ∩ closedBall x t) / μ (closedBall x t)) | |
| (𝓝[>] 0) (𝓝 1)) | |
| (hr : (fun y => r y-p (y-x)) =o[𝓝[s] x] (fun y => y-x)) | |
| (hbound : ∀ y ∈ s, r y ≤ B*q (y-x)) (v : E) : p v ≤ B*q v := by | |
| have hv : v ∈ tangentConeAt ℝ s x := by | |
| rw [tangentConeAt_eq_univ_of_density_one μ s x hx] | |
| exact mem_univ v | |
| obtain ⟨c,d,hc,hd,hcd⟩ := mem_tangentConeAt_iff_exists_seq_norm_tendsto_atTop.mp hv | |
| have hd₀ := tangentConeAt.lim_zero atTop hc hcd | |
| have ht : Tendsto (fun j => x+d j) atTop (𝓝[s] x) := | |
| tendsto_nhdsWithin_iff.2 ⟨by simpa using tendsto_const_nhds.add hd₀,hd⟩ | |
| have hsmall := (hr.comp_tendsto ht).norm_right.mul_isBigO | |
| (Asymptotics.isBigO_refl (fun j => ‖c j‖) atTop) | |
| have hnorm : Tendsto (fun j => ‖(x+d j)-x‖*‖c j‖) atTop (𝓝 ‖v‖) := by | |
| simpa only [norm_smul,add_sub_cancel_left,mul_comm] using hcd.norm | |
| have hzero := hsmall.tendsto_zero_of_tendsto hnorm | |
| have hp := (seminorm_continuous_finiteDimensional p).tendsto v |>.comp hcd | |
| have hlim : Tendsto (fun j => ‖c j‖*r (x+d j)) atTop (𝓝 (p v)) := by | |
| convert hzero.add hp using 1 | |
| · ext j | |
| simp only [Function.comp_apply,add_sub_cancel_left,map_smul_eq_mul] | |
| ring | |
| · simp | |
| have hq : Tendsto (fun j => B*(‖c j‖*q (d j))) atTop (𝓝 (B*q v)) := by | |
| simpa only [Function.comp_apply,map_smul_eq_mul] using | |
| (((seminorm_continuous_finiteDimensional q).tendsto v).comp hcd).const_mul B | |
| apply le_of_tendsto_of_tendsto hlim hq | |
| filter_upwards [hd] with j hj | |
| have hh := mul_le_mul_of_nonneg_left (hbound (x+d j) hj) (norm_nonneg (c j)) | |
| simpa only [add_sub_cancel_left,mul_left_comm] using hh | |
| end SharpIntegralFillings | |
| namespace SharpIntegralFillings.MetricDifferentiation | |
| open Filter MeasureTheory Set Metric | |
| open scoped Topology NNReal | |
| variable {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] | |
| [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E] | |
| (μ : Measure E) [Measure.IsAddHaarMeasure μ] | |
| {X : Type*} [MetricSpace X] | |
| lemma HasCenteredMetricDifferentialWithin.seminorm_le_on_piece | |
| {s t : Set E} (hts : t ⊆ s) {f : s → X} {p q : Seminorm ℝ E} {x : s} | |
| (h : HasCenteredMetricDifferentialWithin s f p x) | |
| (hx : Tendsto (fun r => μ (t ∩ closedBall (x : E) r) / μ (closedBall (x : E) r)) | |
| (𝓝[>] 0) (𝓝 1)) {B : ℝ} | |
| (hb : ∀ y (hy : y ∈ t), dist (f ⟨y,hts hy⟩) (f x) ≤ B*q (y-(x : E))) : | |
| ∀ v : E, p v ≤ B*q v := by | |
| classical | |
| let r : E → ℝ := fun z => if hz : z ∈ s then dist (f ⟨z,hz⟩) (f x) else 0 | |
| have hr : (fun y => r y-p (y-(x : E))) =o[𝓝[s] (x : E)] (fun y => y-(x : E)) := by | |
| rw [nhdsWithin_eq_map_subtype_coe x.property,Asymptotics.isLittleO_map] | |
| simpa only [HasCenteredMetricDifferentialWithin,Function.comp_def,r, | |
| dite_eq_left (Subtype.coe_prop _),Subtype.coe_eta] using h | |
| apply seminorm_le_of_centered_bound μ hx (hr.mono (nhdsWithin_mono _ hts)) | |
| intro y hy | |
| simpa only [r,dite_eq_left (hts hy)] using hb y hy | |
| end SharpIntegralFillings.MetricDifferentiation | |
| end | |
| end OAI | |