Download lean/OAI/Geometry/Perimeter/Regularity/EllipticSlopeComparison.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.67 kB
| import OAI.Geometry.Perimeter.Regularity.EllipticGradientLimit | |
| namespace OAI | |
| noncomputable section | |
| open Set Filter MeasureTheory | |
| open scoped Topology ENNReal ContDiff InnerProductSpace | |
| namespace RPISingularHarnack | |
| variable {n : ℕ} | |
| theorem gradientEnergy_integrable {f : Euc n → ℝ} (hf : ContDiff ℝ 1 f) | |
| (p : Euc n) (r : ℝ) (q : Euc n) : | |
| IntegrableOn (fun x ↦ ‖gradient f x-q‖^2) (Metric.ball p r) volume := | |
| ((((gradient_continuous_C1 hf).sub continuous_const).norm.pow 2).continuousOn.integrableOn_compact | |
| (isCompact_closedBall p r)).mono_set Metric.ball_subset_closedBall | |
| theorem gradientEnergy_mono {f : Euc n → ℝ} (hf : ContDiff ℝ 1 f) | |
| {p p' : Euc n} {r r' : ℝ} (q : Euc n) (h : Metric.ball p r ⊆ Metric.ball p' r') : | |
| gradientEnergy f p r q ≤ gradientEnergy f p' r' q := | |
| setIntegral_mono_set (gradientEnergy_integrable hf p' r' q) | |
| (ae_of_all _ (fun _ ↦ sq_nonneg _)) (ae_of_all _ (fun x ↦ show x∈Metric.ball p r → x∈Metric.ball p' r' from fun hx ↦ h hx)) | |
| theorem constant_slopes_energy_bound {f : Euc n → ℝ} (hf : ContDiff ℝ 1 f) | |
| (p : Euc n) {r : ℝ} (hr : 0<r) (q q' : Euc n) : | |
| ‖q-q'‖^2*volume.real (Metric.ball p r) ≤ | |
| 2*gradientEnergy f p r q+2*gradientEnergy f p r q' := by | |
| have : IsFiniteMeasure (volume.restrict (Metric.ball p r)) := ⟨by | |
| rw [Measure.restrict_apply_univ]; exact measure_ball_lt_top⟩ | |
| calc | |
| _ = ∫ x in Metric.ball p r, ‖q-q'‖^2 := by | |
| simp [real_volume_ball_center, real_volume_ball_scale hr, mul_comm] | |
| _ ≤ ∫ x in Metric.ball p r, 2*‖gradient f x-q‖^2+2*‖gradient f x-q'‖^2 := by | |
| apply integral_mono (integrable_const _) (((gradientEnergy_integrable hf p r q).const_mul 2).add | |
| ((gradientEnergy_integrable hf p r q').const_mul 2)) | |
| intro x | |
| have hh := norm_sub_le (q-gradient f x) (q'-gradient f x) | |
| have he : (q-gradient f x)-(q'-gradient f x)=q-q' := by abel | |
| rw [he,norm_sub_rev q (gradient f x),norm_sub_rev q' (gradient f x)] at hh | |
| have hh' := pow_le_pow_left₀ (norm_nonneg (q-q')) hh 2 | |
| change ‖q-q'‖^2 ≤ 2*‖gradient f x-q‖^2+2*‖gradient f x-q'‖^2 | |
| nlinarith [sq_nonneg (‖gradient f x-q‖-‖gradient f x-q'‖)] | |
| _ = _ := by rw [integral_add ((gradientEnergy_integrable hf p r q).const_mul 2) | |
| ((gradientEnergy_integrable hf p r q').const_mul 2),integral_const_mul,integral_const_mul]; rfl | |
| theorem scaled_slope_comparison {f : Euc n → ℝ} (hf : ContDiff ℝ 1 f) | |
| (p p' : Euc n) {r : ℝ} (hr : 0<r) (hd : dist p p'≤r/2) (q q' : Euc n) : | |
| volume.real (Metric.ball (0:Euc n) 1)*‖q-q'‖^2 ≤ | |
| 2^(n+1)*(scaledGradientEnergy f p r q+scaledGradientEnergy f p' r q') := by | |
| have hb : Metric.ball p' (r/2) ⊆ Metric.ball p r := by | |
| intro x hx | |
| have hh := dist_triangle x p' p | |
| rw [dist_comm p' p] at hh | |
| exact Metric.mem_ball.mpr (by linarith [Metric.mem_ball.mp hx]) | |
| have hb' : Metric.ball p' (r/2) ⊆ Metric.ball p' r := Metric.ball_subset_ball (by linarith) | |
| have hh := constant_slopes_energy_bound hf p' (by positivity : 0<r/2) q q' | |
| have h1 := gradientEnergy_mono hf q hb | |
| have h2 := gradientEnergy_mono hf q' hb' | |
| have hh' : ‖q-q'‖^2*volume.real (Metric.ball p' (r/2)) ≤ | |
| 2*gradientEnergy f p r q+2*gradientEnergy f p' r q' := by linarith | |
| rw [real_volume_ball_center,real_volume_ball_scale (by positivity : 0<r/2)] at hh' | |
| have hm := mul_le_mul_of_nonneg_left hh' (by positivity : 0≤((r/2)^n)⁻¹) | |
| convert hm using 1 <;> first | rfl | (simp only [scaledGradientEnergy,div_pow,pow_succ,inv_div]; field_simp [hr.ne']) | |
| end RPISingularHarnack | |
| end | |
| end OAI | |