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| import OAI.Analysis.DiskMaximal.Envelopes | |
| namespace OAI | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal Topology ContDiff | |
| open scoped RealInnerProductSpace | |
| open MeasureTheory Set Filter | |
| open scoped Topology ENNReal | |
| open scoped Real RealInnerProductSpace | |
| open MeasureTheory Set Filter | |
| open scoped Topology RealInnerProductSpace ContDiff | |
| open MeasureTheory Set Filter | |
| open scoped Topology Interval NNReal | |
| open MeasureTheory Set Filter | |
| open scoped Topology NNReal Real | |
| open MeasureTheory Set Metric | |
| open scoped ENNReal NNReal Topology | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal Topology | |
| open MeasureTheory Set Metric | |
| open scoped ENNReal NNReal | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal | |
| open Finset | |
| open scoped RealInnerProductSpace | |
| open MeasureTheory Set Metric | |
| open scoped ENNReal NNReal Topology | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal RealInnerProductSpace | |
| open MeasureTheory Set | |
| open scoped ENNReal NNReal Topology | |
| open MeasureTheory Set Metric | |
| open scoped ENNReal NNReal RealInnerProductSpace | |
| open scoped RealInnerProductSpace | |
| open scoped RealInnerProductSpace | |
| open scoped ContDiff | |
| open Finset | |
| open MeasureTheory Set Metric Filter | |
| open scoped ENNReal NNReal RealInnerProductSpace ContDiff Topology | |
| open MeasureTheory MeasureTheory.Measure Set Filter | |
| open scoped ENNReal NNReal Topology RealInnerProductSpace ContDiff | |
| open MeasureTheory Set Metric Filter Finset | |
| open scoped ENNReal NNReal RealInnerProductSpace ContDiff Topology | |
| open MeasureTheory Set | |
| open scoped RealInnerProductSpace | |
| noncomputable section | |
| namespace PlanePotential | |
| open LocalCancellation | |
| lemma green_restrict_density {ψ : ℂ → ℝ} {R X : ℝ} | |
| (hψs : ∀ z, ψ z ≠ 0 → ‖z‖ ≤ R) (hRX : R ≤ X) | |
| (β : ℂ → ℂ) {x : ℂ} (hx : ‖x‖ ≤ X) (y : ℂ) : | |
| ⟪green ψ x y, ({y : ℂ | ‖y‖ ≤ X}.indicator β) y⟫ = ⟪green ψ x y,β y⟫ := by | |
| by_cases hy : ‖y‖ ≤ X | |
| · simp [hy] | |
| · rw [green_eq_zero_of_outside hψs hRX hx (lt_of_not_ge hy)] | |
| simp | |
| lemma green_root_lp_local {ψ : ℂ → ℝ} {β : ℂ → ℂ} | |
| (hψm : Measurable ψ) {R X B : ℝ} | |
| (hψs : ∀ z, ψ z ≠ 0 → ‖z‖ ≤ R) (hψB : ∀ z, |ψ z| ≤ B) | |
| (hRX : R ≤ X) (hM : 0 < R+X) (hB : 0 ≤ B) (hX : 0 < X) | |
| (hβ : Integrable β) : | |
| (∫⁻ x in {x : ℂ | ‖x‖ ≤ X}, (ENNReal.ofReal |∫ y, ⟪green ψ x y,β y⟫|)^(3/2:ℝ)) ≤ | |
| ENNReal.ofReal ((2*B*(R+X)^2)^(3/2:ℝ)*(4*Real.pi*(4*X)^(1/2:ℝ))) * | |
| (ENNReal.ofReal (∫ y, ‖β y‖))^(3/2:ℝ) := by | |
| let β' := {y : ℂ | ‖y‖ ≤ X}.indicator β | |
| have hi : Integrable β' := hβ.indicator (measurableSet_le measurable_norm measurable_const) | |
| have hs : ∀ y, β' y ≠ 0 → ‖y‖ ≤ X := by | |
| intro y hy | |
| by_contra hn | |
| exact hy (by simp [β',hn]) | |
| have h := green_root_lp hψm hψs hψB hM hB (show 0 < X+X by linarith) hi hs | |
| have he : (fun x => (ENNReal.ofReal |∫ y, ⟪green ψ x y,β' y⟫|)^(3/2:ℝ)) =ᵐ[volume.restrict {x : ℂ | ‖x‖ ≤ X}] | |
| (fun x => (ENNReal.ofReal |∫ y, ⟪green ψ x y,β y⟫|)^(3/2:ℝ)) := by | |
| filter_upwards [ae_restrict_mem (measurableSet_le measurable_norm measurable_const)] with x hx | |
| congr 3 | |
| exact integral_congr_ae (ae_of_all _ (green_restrict_density hψs hRX β hx)) | |
| rw [lintegral_congr_ae he] at h | |
| have hm : (∫ y, ‖β' y‖) ≤ ∫ y, ‖β y‖ := | |
| integral_mono hi.norm hβ.norm (fun y => norm_indicator_le_norm_self β y) | |
| have hm' := ENNReal.rpow_le_rpow (ENNReal.ofReal_le_ofReal hm) (by norm_num : (0:ℝ) ≤ 3/2) | |
| have h' := h.trans (mul_le_mul_right hm' _) | |
| simpa only [show 2*(X+X)=4*X by ring] using h' | |
| lemma green_zero_piece_lp_ae {ψ : ℂ → ℝ} {β : ℂ → ℂ} | |
| (hψm : Measurable ψ) {R X B L a : ℝ} | |
| (hψs : ∀ z, ψ z ≠ 0 → ‖z‖ ≤ R) (hψB : ∀ z, |ψ z| ≤ B) | |
| (hψL : ∀ u v, |ψ u-ψ v| ≤ L*‖u-v‖) | |
| (hM : 0 < R+X) (hB : 0 ≤ B) (hL : 0 ≤ L) (ha : 0 < a) | |
| (z : ℂ) (hβ : Integrable β) (hzero : ∫ y, β y = 0) | |
| (hβs : ∀ᵐ y, β y ≠ 0 → ‖y-z‖ ≤ a) : | |
| (∫⁻ x in {x : ℂ | ‖x‖ ≤ X}, | |
| (ENNReal.ofReal |∫ y, ⟪green ψ x y,β y⟫|)^(3/2:ℝ)) ≤ | |
| ENNReal.ofReal ((8*Real.pi*(2*B*(R+X)^2)^(3/2:ℝ)+ | |
| Real.pi*(8*B*(R+X)^2+(64/3:ℝ)*L*(R+X)^3)^(3/2:ℝ))*a^(1/2:ℝ)) * | |
| (ENNReal.ofReal (∫ y, ‖β y‖))^(3/2:ℝ) := by | |
| let β' := {y : ℂ | ‖y-z‖ ≤ a}.indicator β | |
| have he : β' =ᵐ[volume] β := by | |
| filter_upwards [hβs] with y hy | |
| by_cases hs : ‖y-z‖ ≤ a | |
| · simp [β',hs] | |
| · have hz : β y = 0 := by by_contra hn; exact hs (hy hn) | |
| simp [β',hs,hz] | |
| have hi : Integrable β' := hβ.congr he.symm | |
| have hz : ∫ y, β' y = 0 := (integral_congr_ae he).trans hzero | |
| have hs : ∀ y, β' y ≠ 0 → ‖y-z‖ ≤ a := by | |
| intro y hy | |
| by_contra hn | |
| exact hy (by simp [β',hn]) | |
| have hp (x : ℂ) : (∫ y, ⟪green ψ x y,β' y⟫) = ∫ y, ⟪green ψ x y,β y⟫ := | |
| integral_congr_ae (he.mono (fun y hy => by simpa only using congrArg (fun z => ⟪green ψ x y,z⟫) hy)) | |
| have hm : (∫ y, ‖β' y‖) = ∫ y, ‖β y‖ := integral_congr_ae (he.mono (fun y hy => by simpa only using congrArg norm hy)) | |
| simpa only [hp,hm] using green_zero_piece_lp hψm hψs hψB hψL hM hB hL ha z hi hz hs | |
| /-- The local decomposition theorem does not demand artificial bounded support | |
| of the original densities: the actual Green kernel vanishes outside the | |
| observation ball. -/ | |
| theorem green_decomposition_norm_local {ι : Type*} [Fintype ι] | |
| {ψ g : ℂ → ℝ} (hψ : Continuous ψ) (hψc : HasCompactSupport ψ) | |
| (hg : ContDiff ℝ 1 g) {D R X B : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (hψ1 : ∫ z, ψ z = 1) | |
| (hψs : ∀ z, ψ z ≠ 0 → ‖z‖ ≤ R) (hψB : ∀ z, |ψ z| ≤ B) | |
| (hRX : R ≤ X) (hM : 0 < R+X) (hB : 0 ≤ B) (hX : 0 < X) | |
| (β : ι → ℂ → ℂ) (hβ : ∀ i, Integrable (β i)) | |
| (hdecomp : ∀ᵐ y, ‖y‖ ≤ X → gradient g y = ∑ i, β i y) : | |
| eLpNorm (fun x => g x-∫ z, ψ z*g z) (3/2) (volume.restrict {x : ℂ | ‖x‖ ≤ X}) ≤ | |
| ∑ i, eLpNorm (fun x => ∫ y, ⟪green ψ x y,β i y⟫) (3/2) | |
| (volume.restrict {x : ℂ | ‖x‖ ≤ X}) := by | |
| let β' := fun i => {y : ℂ | ‖y‖ ≤ X}.indicator (β i) | |
| have hi (i : ι) : Integrable (β' i) := (hβ i).indicator (measurableSet_le measurable_norm measurable_const) | |
| have hs (i : ι) (y : ℂ) (hy : β' i y ≠ 0) : ‖y‖ ≤ X := by | |
| by_contra hn | |
| exact hy (by simp [β',hn]) | |
| have hd : ∀ᵐ y, ‖y‖ ≤ X → gradient g y = ∑ i, β' i y := by | |
| filter_upwards [hdecomp] with y hy hY | |
| simpa [β',hY] using hy hY | |
| have h := green_decomposition_norm hψ hψc hg hD hψ1 hψs hψB hRX hM hB | |
| (show 0 < X+X by linarith) β' hi hs hd | |
| apply h.trans_eq | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| apply eLpNorm_congr_ae | |
| filter_upwards [ae_restrict_mem (measurableSet_le measurable_norm measurable_const)] with x hx | |
| exact integral_congr_ae (ae_of_all _ (green_restrict_density hψs hRX (β i) hx)) | |
| /-- Uniform fractional small-support gain expressed in the common price | |
| exponent 1/100, including the unrestricted unit-size terms. -/ | |
| theorem exists_green_price : ∃ (ψ : ℂ → ℝ) (C : ℝ), 0 < C ∧ | |
| ContDiff ℝ ∞ ψ ∧ HasCompactSupport ψ ∧ (∫ z, ψ z) = 1 ∧ | |
| (∀ z, ψ z ≠ 0 → ‖z‖ ≤ 1) ∧ | |
| ∀ b : ErrorPiece 2, | |
| eLpNorm (fun x => ∫ y, ⟪green ψ x y,b.density y⟫) (3/2) | |
| (volume.restrict {x : ℂ | ‖x‖ ≤ 8}) ≤ | |
| ENNReal.ofReal (C*b.size^(1/100:ℝ)*b.mass) := by | |
| obtain ⟨ψ,B,L,hB,hL,hψ,hψc,hψ1,hψs,hψB,hψL⟩ := exists_kernel_cutoff | |
| let A : ℝ := (2*B*(1+8)^2)^(3/2:ℝ)*(4*Real.pi*(4*8)^(1/2:ℝ)) | |
| let Z : ℝ := 8*Real.pi*(2*B*(1+8)^2)^(3/2:ℝ)+ | |
| Real.pi*(8*B*(1+8)^2+(64/3:ℝ)*L*(1+8)^3)^(3/2:ℝ) | |
| have hA : 0 ≤ A := by dsimp [A]; positivity | |
| have hZ : 0 ≤ Z := by dsimp [Z]; positivity | |
| let C : ℝ := A^(2/3:ℝ)+Z^(2/3:ℝ)*2^(1/3:ℝ)+1 | |
| have hC : 0 < C := by dsimp [C]; positivity | |
| refine ⟨ψ,C,hC,hψ,hψc,hψ1,hψs,?_⟩ | |
| intro b | |
| have hb0 := b.size_pos.le | |
| have hm0 := b.mass_nonneg | |
| rw [eLpNorm_eq_eLpNorm' (by norm_num : (3/2:ℝ≥0∞) ≠ 0) | |
| (ENNReal.div_ne_top (by norm_num) (by norm_num)) | |
| (potential_aestronglyMeasurable _ (green_measurable ψ hψ.continuous.measurable) b.integrable)] | |
| norm_num only [ENNReal.toReal_div, ENNReal.toReal_ofNat] | |
| by_cases hb : b.size < 1 | |
| · have ha : 0 < 2*b.size := mul_pos (by norm_num) b.size_pos | |
| have hp := green_zero_piece_lp_ae hψ.continuous.measurable hψs hψB hψL (by norm_num : (0:ℝ) < 1+8) | |
| hB hL ha b.center b.integrable (b.zero_mass hb) (b.support hb) | |
| have hn := eLpNorm_three_halves_bound _ hp | |
| change _ ≤ (ENNReal.ofReal (Z*(2*b.size)^(1/2:ℝ)))^(2/3:ℝ)*ENNReal.ofReal b.mass at hn | |
| have he : (ENNReal.ofReal (Z*(2*b.size)^(1/2:ℝ)))^(2/3:ℝ)*ENNReal.ofReal b.mass = | |
| ENNReal.ofReal (Z^(2/3:ℝ)*2^(1/3:ℝ)*b.size^(1/3:ℝ)*b.mass) := by | |
| rw [ENNReal.ofReal_rpow_of_nonneg (by positivity) (by norm_num),← ENNReal.ofReal_mul (by positivity)] | |
| congr 1 | |
| rw [Real.mul_rpow hZ (by positivity),← Real.rpow_mul (by positivity),show (1/2:ℝ)*(2/3)=1/3 by norm_num, | |
| Real.mul_rpow (by norm_num : (0:ℝ) ≤ 2) b.size_pos.le] | |
| ring | |
| rw [he] at hn | |
| apply hn.trans (ENNReal.ofReal_le_ofReal _) | |
| have hbpow : b.size^(1/3:ℝ) ≤ b.size^(1/100:ℝ) := | |
| Real.rpow_le_rpow_of_exponent_ge b.size_pos b.size_le_one (by norm_num) | |
| have hZC : Z^(2/3:ℝ)*2^(1/3:ℝ) ≤ C := by dsimp [C]; linarith [Real.rpow_nonneg hA (2/3)] | |
| exact mul_le_mul_of_nonneg_right | |
| (le_trans (mul_le_mul_of_nonneg_left hbpow (by positivity)) | |
| (mul_le_mul_of_nonneg_right hZC (by positivity))) b.mass_nonneg | |
| · have hb1 : b.size = 1 := le_antisymm b.size_le_one (le_of_not_gt hb) | |
| have hp := green_root_lp_local hψ.continuous.measurable hψs hψB (by norm_num : (1:ℝ) ≤ 8) | |
| (by norm_num : (0:ℝ) < 1+8) hB (by norm_num : (0:ℝ) < 8) b.integrable | |
| have hn := eLpNorm_three_halves_bound _ hp | |
| change _ ≤ (ENNReal.ofReal A)^(2/3:ℝ)*ENNReal.ofReal b.mass at hn | |
| rw [ENNReal.ofReal_rpow_of_nonneg hA (by norm_num),← ENNReal.ofReal_mul (by positivity)] at hn | |
| simp only [hb1,Real.one_rpow,mul_one] | |
| apply hn.trans (ENNReal.ofReal_le_ofReal _) | |
| apply mul_le_mul_of_nonneg_right _ b.mass_nonneg | |
| dsimp [C] | |
| linarith [mul_nonneg (Real.rpow_nonneg hZ (2/3)) (Real.rpow_nonneg (by norm_num : (0:ℝ) ≤ 2) (1/3))] | |
| end PlanePotential | |
| namespace DiskMaximalTools | |
| lemma strong_three_halves_norm {f : ℂ → ℝ} (hf : Measurable f) | |
| (hf0 : ∀ x, 0 ≤ f x) [IsFiniteMeasure (volume.withDensity (fun x => ENNReal.ofReal (f x)))] : | |
| eLpNorm (fun x => (rationalMaximal (volume.withDensity (fun x => ENNReal.ofReal (f x))) x).toReal) | |
| (3/2) volume ≤ ENNReal.ofReal ((150*2^(1/2:ℝ))^(2/3:ℝ))*eLpNorm f (3/2) volume := by | |
| have h := strong_rationalMaximal hf hf0 (by norm_num : (1:ℝ) < 3/2) | |
| have hs := ENNReal.rpow_le_rpow h (by norm_num : (0:ℝ) ≤ 2/3) | |
| rw [ENNReal.mul_rpow_of_nonneg _ _ (by norm_num : (0:ℝ) ≤ 2/3)] at hs | |
| have hp : (50*(3/2:ℝ)*2^((3/2:ℝ)-1)/((3/2:ℝ)-1)) = 150*2^(1/2:ℝ) := by | |
| norm_num | |
| ring | |
| rw [hp,ENNReal.ofReal_rpow_of_nonneg (by positivity) (by norm_num)] at hs | |
| rw [eLpNorm_eq_lintegral_rpow_enorm_toReal (by norm_num : (3/2:ℝ≥0∞) ≠ 0) | |
| (ENNReal.div_ne_top (by norm_num) (by norm_num)) | |
| (measurable_rationalMaximal _).ennreal_toReal.aestronglyMeasurable, | |
| eLpNorm_eq_lintegral_rpow_enorm_toReal (by norm_num : (3/2:ℝ≥0∞) ≠ 0) | |
| (ENNReal.div_ne_top (by norm_num) (by norm_num)) hf.aestronglyMeasurable] | |
| norm_num only [ENNReal.toReal_div,ENNReal.toReal_ofNat,one_div_div] | |
| simp only [← ofReal_norm,Real.norm_eq_abs,abs_of_nonneg ENNReal.toReal_nonneg, | |
| abs_of_nonneg (hf0 _),ENNReal.ofReal_rpow_of_nonneg (hf0 _) (by norm_num : (0:ℝ) ≤ 3/2), | |
| ENNReal.ofReal_rpow_of_nonneg ENNReal.toReal_nonneg (by norm_num : (0:ℝ) ≤ 3/2)] at hs ⊢ | |
| exact hs | |
| lemma lintegral_le_three_halves_norm {f : ℂ → ℝ} (hf : AEStronglyMeasurable f volume) | |
| (hf0 : ∀ x, 0 ≤ f x) {Q : Set ℂ} (hQ : volume Q ≤ 1) : | |
| (∫⁻ x in Q, ENNReal.ofReal (f x)) ≤ eLpNorm f (3/2) volume := by | |
| have h := eLpNorm_le_eLpNorm_mul_rpow_measure_univ | |
| (show (1:ℝ≥0∞) ≤ 3/2 by rw [ENNReal.le_div_iff_mul_le (by norm_num) (by norm_num)]; norm_num) hf.restrict (μ := volume.restrict Q) | |
| have he : (1 / ENNReal.toReal 1 - 1 / ENNReal.toReal (3/2)) = (1/3:ℝ) := by norm_num | |
| rw [he,Measure.restrict_apply_univ] at h | |
| have hpow : (volume Q)^(1/3:ℝ) ≤ 1 := by | |
| simpa using ENNReal.rpow_le_rpow hQ (by norm_num : (0:ℝ) ≤ 1/3) | |
| calc | |
| _ = eLpNorm f 1 (volume.restrict Q) := by | |
| rw [eLpNorm_one_eq_lintegral_enorm hf.restrict] | |
| simp only [← ofReal_norm,Real.norm_eq_abs,abs_of_nonneg (hf0 _)] | |
| _ ≤ eLpNorm f (3/2) (volume.restrict Q)*(volume Q)^(1/3:ℝ) := h | |
| _ ≤ eLpNorm f (3/2) (volume.restrict Q) := by simpa using mul_le_mul_right hpow _ | |
| _ ≤ _ := eLpNorm_mono_measure _ Measure.restrict_le_self | |
| end DiskMaximalTools | |
| namespace PlanePotential | |
| open LocalCancellation | |
| /-- The complete local L^(3/2) value estimate for a genuine finite vector | |
| cancellation decomposition, with the common 1/100 price. -/ | |
| theorem local_value_lp : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {ι : Type} [Fintype ι] (b : ι → ErrorPiece 2) {g : ℂ → ℝ}, | |
| ContDiff ℝ 1 g → (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → | |
| (∀ᵐ y, ‖y‖ ≤ 8 → gradient g y = ∑ i, (b i).density y) → | |
| ∃ c : ℝ, eLpNorm (fun x => g x-c) (3/2) (volume.restrict {x : ℂ | ‖x‖ ≤ 8}) ≤ | |
| ENNReal.ofReal (C * errorPrice b (1/100)) := by | |
| obtain ⟨ψ,C,hC,hψ,hψc,hψ1,hψs,hprice⟩ := exists_green_price | |
| obtain ⟨B,hB⟩ := hψc.exists_bound_of_continuous hψ.continuous | |
| have hB0 : 0 ≤ B := (norm_nonneg (ψ 0)).trans (hB 0) | |
| have hψB (z : ℂ) : |ψ z| ≤ B := by simpa only [Real.norm_eq_abs] using hB z | |
| refine ⟨C,hC,?_⟩ | |
| intro ι _ b g hg hD hdecomp | |
| obtain ⟨D,hD⟩ := hD | |
| refine ⟨∫ z, ψ z*g z,?_⟩ | |
| apply (green_decomposition_norm_local hψ.continuous hψc hg hD hψ1 hψs hψB | |
| (by norm_num : (1:ℝ) ≤ 8) (by norm_num : (0:ℝ) < 1+8) hB0 (by norm_num : (0:ℝ) < 8) | |
| (fun i => (b i).density) (fun i => (b i).integrable) hdecomp).trans | |
| apply (Finset.sum_le_sum (fun i (_ : i ∈ Finset.univ) => hprice (b i))).trans_eq | |
| rw [← ENNReal.ofReal_sum_of_nonneg (fun i _ => mul_nonneg (mul_nonneg hC.le (Real.rpow_nonneg (b i).size_pos.le _)) (b i).mass_nonneg)] | |
| congr 1 | |
| rw [errorPrice,Finset.mul_sum] | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| ring | |
| end PlanePotential | |
| namespace DiskMoments | |
| open DiskMaximalTools | |
| lemma signedAverage_sub_const {g : ℂ → ℝ} (hg : Continuous g) (c : ℝ) (x : ℂ) {t : ℝ} (ht : 0 < t) : | |
| signedAverage (fun y => g y-c) x t = signedAverage g x t-c := by | |
| have hi : IntegrableOn g (Metric.ball x t) := | |
| (hg.continuousOn.integrableOn_compact (isCompact_closedBall x t)).mono_set Metric.ball_subset_closedBall | |
| have hc : IntegrableOn (fun _ : ℂ => c) (Metric.ball x t) := integrableOn_const measure_ball_lt_top.ne | |
| unfold signedAverage | |
| rw [integral_sub hi hc,integral_const] | |
| have hv : (volume (Metric.ball x t)).toReal = Real.pi*t^2 := by | |
| rw [volume_disk_real x ht.le,ENNReal.toReal_ofReal (by positivity)] | |
| simp only [Measure.real,Measure.restrict_apply_univ,hv,smul_eq_mul] | |
| field_simp | |
| /-- A true disk average of a continuous function is controlled by the local | |
| absolute-density maximal function. No maximizing-radius selection is used. -/ | |
| lemma local_average_le {g : ℂ → ℝ} (hg : Continuous g) (c : ℝ) | |
| {x : ℂ} (hx : ‖x‖ ≤ 2) {t : ℝ} (ht : 0 < t) (ht4 : t ≤ 4) : | |
| ENNReal.ofReal |signedAverage g x t-c| ≤ | |
| rationalMaximal (volume.withDensity (fun y => ENNReal.ofReal | |
| (({y : ℂ | ‖y‖ ≤ 8}.indicator (fun y => |g y-c|)) y))) x := by | |
| let f : ℂ → ℝ := {y : ℂ | ‖y‖ ≤ 8}.indicator (fun y => |g y-c|) | |
| have hf : Measurable f := ((hg.measurable.sub measurable_const).abs).indicator | |
| (measurableSet_le measurable_norm measurable_const) | |
| have hfi : Integrable f := by | |
| apply IntegrableOn.integrable_indicator _ (measurableSet_le measurable_norm measurable_const) | |
| apply ContinuousOn.integrableOn_compact | |
| (show IsCompact {y : ℂ | ‖y‖ ≤ 8} by simpa only [Metric.closedBall,dist_zero_right] using isCompact_closedBall (0:ℂ) 8) | |
| exact (hg.sub continuous_const).abs.continuousOn | |
| have hsub (y : ℂ) (hy : y ∈ Metric.ball x t) : ‖y‖ ≤ 8 := by | |
| have hy' : ‖y-x‖ < t := by simpa only [Metric.mem_ball,dist_eq_norm] using hy | |
| have hh := norm_add_le (y-x) x | |
| rw [sub_add_cancel] at hh | |
| linarith | |
| have he : (∫ y in Metric.ball x t, f y) = ∫ y in Metric.ball x t, |g y-c| := by | |
| apply setIntegral_congr_fun measurableSet_ball | |
| intro y hy | |
| simp [f,hsub y hy] | |
| have hav : |signedAverage g x t-c| ≤ (∫ y in Metric.ball x t, f y)/(Real.pi*t^2) := by | |
| rw [← signedAverage_sub_const hg c x ht,signedAverage,abs_div,abs_of_pos (by positivity : 0 < Real.pi*t^2),he] | |
| apply div_le_div_of_nonneg_right _ (by positivity) | |
| simpa only [Real.norm_eq_abs] using norm_integral_le_integral_norm (fun y => g y-c) (μ := volume.restrict (Metric.ball x t)) | |
| have hν : (volume.withDensity (fun y => ENNReal.ofReal (f y))) (Metric.ball x t) = | |
| ENNReal.ofReal (∫ y in Metric.ball x t, f y) := by | |
| rw [withDensity_apply _ measurableSet_ball] | |
| exact (ofReal_integral_eq_lintegral_ofReal hfi.integrableOn | |
| (ae_of_all _ (fun y => by dsimp [f]; exact Set.indicator_nonneg (fun _ _ => abs_nonneg _ ) y))).symm | |
| apply (ENNReal.ofReal_le_ofReal hav).trans | |
| rw [ENNReal.ofReal_div_of_pos (by positivity : 0 < Real.pi*t^2),← hν,← volume_disk_real x ht.le] | |
| exact disk_average_le_rationalMaximal_exact _ x ht | |
| end DiskMoments | |
| namespace PlanePotential | |
| open LocalCancellation DiskMaximalTools DiskMoments | |
| /-- Full local value-oscillation price, for every pair of positive radii at | |
| most four. The measurable majorant is an actual centered Euclidean disk | |
| maximal function, not an assumed analytic input. -/ | |
| theorem local_value_majorant : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {ι : Type} [Fintype ι] (b : ι → ErrorPiece 2) {g : ℂ → ℝ}, | |
| ContDiff ℝ 1 g → (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → | |
| (∀ᵐ y, ‖y‖ ≤ 8 → gradient g y = ∑ i, (b i).density y) → | |
| ∀ Q : Set ℂ, volume Q ≤ ENNReal.ofReal 1 → | |
| ∃ F : ℂ → ℝ≥0∞, Measurable F ∧ | |
| (∫⁻ x in Q, F x) ≤ ENNReal.ofReal (C*errorPrice b (1/100)) ∧ | |
| ∀ x, ‖x‖ ≤ 2 → ∀ t t', 0 < t → t ≤ 4 → 0 < t' → t' ≤ 4 → | |
| ENNReal.ofReal |signedAverage g x t-signedAverage g x t'| ≤ F x := by | |
| obtain ⟨C,hC,hlocal⟩ := local_value_lp | |
| let K : ℝ := (150*2^(1/2:ℝ))^(2/3:ℝ) | |
| have hK : 0 < K := by dsimp [K]; positivity | |
| refine ⟨2*K*C,by positivity,?_⟩ | |
| intro ι _ b g hg hD hdecomp Q hQ | |
| obtain ⟨c,hc⟩ := hlocal b hg hD hdecomp | |
| let f : ℂ → ℝ := {y : ℂ | ‖y‖ ≤ 8}.indicator (fun y => |g y-c|) | |
| have hf : Measurable f := ((hg.continuous.measurable.sub measurable_const).abs).indicator | |
| (measurableSet_le measurable_norm measurable_const) | |
| have hf0 (y : ℂ) : 0 ≤ f y := Set.indicator_nonneg (fun _ _ => abs_nonneg _) y | |
| have hfi : Integrable f := by | |
| apply IntegrableOn.integrable_indicator _ (measurableSet_le measurable_norm measurable_const) | |
| apply ContinuousOn.integrableOn_compact | |
| (show IsCompact {y : ℂ | ‖y‖ ≤ 8} by simpa only [Metric.closedBall,dist_zero_right] using isCompact_closedBall (0:ℂ) 8) | |
| exact (hg.continuous.sub continuous_const).abs.continuousOn | |
| let ν := volume.withDensity (fun y => ENNReal.ofReal (f y)) | |
| have hν : ν univ = ENNReal.ofReal (∫ y, f y) := by | |
| rw [withDensity_apply _ MeasurableSet.univ,Measure.restrict_univ] | |
| exact (ofReal_integral_eq_lintegral_ofReal hfi (ae_of_all _ hf0)).symm | |
| have : IsFiniteMeasure ν := ⟨by rw [hν]; exact ENNReal.ofReal_lt_top⟩ | |
| let M : ℂ → ℝ := fun x => (rationalMaximal ν x).toReal | |
| have hM : Measurable M := (measurable_rationalMaximal ν).ennreal_toReal | |
| have hMf : ∀ x, rationalMaximal ν x ≠ ⊤ := by | |
| obtain ⟨B,hB⟩ := (isCompact_closedBall (0:ℂ) 8).exists_bound_of_continuousOn | |
| (hg.continuous.sub (continuous_const (y := c))).continuousOn | |
| have hbnd (y : ℂ) : f y ≤ max B 0 := by | |
| by_cases hy : ‖y‖ ≤ 8 | |
| · have hby := hB y (by simpa only [Metric.mem_closedBall,dist_zero_right] using hy) | |
| simpa [f, hy, Real.norm_eq_abs] using hby.trans (le_max_left B 0) | |
| · simp [f, hy] | |
| intro x | |
| exact ne_of_lt ((rationalMaximal_le_of_density_le (fun y => ENNReal.ofReal_le_ofReal (hbnd y)) x).trans_lt ENNReal.ofReal_lt_top) | |
| have hfnorm : eLpNorm f (3/2) volume = eLpNorm (fun x => g x-c) (3/2) (volume.restrict {x : ℂ | ‖x‖ ≤ 8}) := by | |
| rw [eLpNorm_indicator_eq_eLpNorm_restrict (measurableSet_le measurable_norm measurable_const)] | |
| simpa only [Real.norm_eq_abs] using eLpNorm_norm (fun x => g x-c) (p := (3/2:ℝ≥0∞)) (μ := volume.restrict {x : ℂ | ‖x‖ ≤ 8}) | |
| (hg.continuous.measurable.sub measurable_const).aestronglyMeasurable | |
| have hn : eLpNorm M (3/2) volume ≤ ENNReal.ofReal K*ENNReal.ofReal (C*errorPrice b (1/100)) := by | |
| apply (strong_three_halves_norm hf hf0).trans | |
| apply mul_le_mul_right _ _ | |
| simpa only [hfnorm] using hc | |
| refine ⟨fun x => ENNReal.ofReal 2*ENNReal.ofReal (M x),measurable_const.mul hM.ennreal_ofReal,?_,?_⟩ | |
| · rw [lintegral_const_mul' _ _ ENNReal.ofReal_ne_top] | |
| apply (mul_le_mul_right (lintegral_le_three_halves_norm hM.aestronglyMeasurable | |
| (fun _ => ENNReal.toReal_nonneg) (by simpa using hQ)) _).trans | |
| apply (mul_le_mul_right hn _).trans_eq | |
| rw [← ENNReal.ofReal_mul hK.le,← ENNReal.ofReal_mul (by norm_num : (0:ℝ) ≤ 2)] | |
| congr 1 | |
| ring | |
| · intro x hx t t' ht ht4 ht' ht4' | |
| have ha : |signedAverage g x t-c| ≤ M x := | |
| (ENNReal.ofReal_le_iff_le_toReal (hMf x)).mp (local_average_le hg.continuous c hx ht ht4) | |
| have hb : |signedAverage g x t'-c| ≤ M x := | |
| (ENNReal.ofReal_le_iff_le_toReal (hMf x)).mp (local_average_le hg.continuous c hx ht' ht4') | |
| change ENNReal.ofReal _ ≤ ENNReal.ofReal 2 * ENNReal.ofReal (M x) | |
| rw [← ENNReal.ofReal_mul (by norm_num : (0:ℝ) ≤ 2)] | |
| apply ENNReal.ofReal_le_ofReal | |
| have hh := abs_sub_le (signedAverage g x t) c (signedAverage g x t') | |
| rw [abs_sub_comm c] at hh | |
| linarith | |
| end PlanePotential | |
| namespace AffineDensities | |
| lemma fderiv_affine_bound {g : ℂ → ℝ} (hg : Differentiable ℝ g) (p : ℂ) (r : ℝ) | |
| {D : ℝ} (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) : | |
| ∃ B : ℝ, ∀ X, ‖fderiv ℝ (fun Y => g (p+r • Y)) X‖ ≤ B := by | |
| refine ⟨D*|r|,?_⟩ | |
| intro X | |
| have hA : HasFDerivAt (fun Y : ℂ => p+r • Y) | |
| (r • ContinuousLinearMap.id ℝ ℂ) X := by | |
| simpa using ((hasFDerivAt_id X).const_smul r).const_add p | |
| have hd := (hg (p+r • X)).hasFDerivAt.comp X hA | |
| simp only [Function.comp_def] at hd | |
| rw [hd.fderiv] | |
| apply (ContinuousLinearMap.opNorm_comp_le _ _).trans | |
| simp only [norm_smul,Real.norm_eq_abs,ContinuousLinearMap.norm_id, mul_one] | |
| exact mul_le_mul_of_nonneg_right (hD _) (abs_nonneg _) | |
| end AffineDensities | |
| namespace CommonPrices | |
| open DyadicHats ConeCoordinates LocalCancellation AffineDensities DirectionNeighbors Finset DiskMoments PricePieces | |
| /-- The actual common-price value estimate, including every terminal error and | |
| all roots. This is the third local analytic input to signed run assembly. -/ | |
| theorem value_cell_price : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {N : ℕ} {r R : ℝ} (hr : 0 < r) (hR : 0 ≤ R) (hN : R/r+1 ≤ (N:ℝ)) | |
| {g : ℂ → ℝ}, ContDiff ℝ 1 g → Integrable (gradient g) → | |
| (∀ y, gradient g y ≠ 0 → ‖y‖ ≤ R) → | |
| (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → ∀ (k : ℕ) (p : ℤ × ℤ) | |
| {n : ℂ}, n ∈ fixedPalette.labels → ∀ Q : Set ℂ, volume Q ≤ ENNReal.ofReal 1 → | |
| ∃ F : ℂ → ℝ≥0∞, Measurable F ∧ | |
| (∫⁻ X in Q, F X) ≤ ENNReal.ofReal (C*(scale r k)⁻¹* | |
| (rootMass (gradient g) r k (cellRoots N p)+cellPrice N r (gradient g) k (cellRoots N p))) ∧ | |
| ∀ X, ‖X‖ ≤ 2 → ∀ t t', 0 < t → t ≤ 4 → 0 < t' → t' ≤ 4 → | |
| ENNReal.ofReal |signedAverage (fun Y => g (point (scale r k) p+scale r k • Y)) X t- | |
| signedAverage (fun Y => g (point (scale r k) p+scale r k • Y)) X t'| ≤ F X := by | |
| obtain ⟨C,hC,hmajor⟩ := PlanePotential.local_value_majorant | |
| refine ⟨4*C,by positivity,?_⟩ | |
| intro N r R hr hR hN g hg hh hsupp hD k p n hn Q hQ | |
| let b := sizeErrors hr hh k (point (scale r k) p) (cellRoots N p) n | |
| have hg' : ContDiff ℝ 1 (fun Y => g (point (scale r k) p+scale r k • Y)) := hg.comp (by fun_prop) | |
| obtain ⟨D,hD⟩ := hD | |
| have hD' := fderiv_affine_bound (hg.differentiable one_ne_zero) (point (scale r k) p) (scale r k) hD | |
| have hd : ∀ᵐ X, ‖X‖ ≤ 8 → | |
| gradient (fun Y => g (point (scale r k) p+scale r k • Y)) X = ∑ i, (b i).density X := by | |
| filter_upwards with X hX | |
| exact (sizeErrors_gradient hr hR hN (hg.differentiable one_ne_zero) hh hsupp k p | |
| (fixedPalette.unit n hn) X (by linarith)).symm | |
| obtain ⟨F,hFm,hFi,hFb⟩ := hmajor b hg' hD' hd Q hQ | |
| refine ⟨F,hFm,?_,hFb⟩ | |
| apply hFi.trans | |
| apply ENNReal.ofReal_le_ofReal | |
| have hb := sizeErrors_price hr hR hN hh hsupp k (point (scale r k) p) (cellRoots N p) hn | |
| have hDp : 0 ≤ cellPrice N r (gradient g) k (cellRoots N p) := | |
| sum_nonneg (fun q _ => rootPrice_nonneg hr hR hN hh hsupp k q) | |
| change errorPrice b (1/100) ≤ _ at hb | |
| have hrk := scale_pos hr k | |
| nlinarith [mul_le_mul_of_nonneg_left hb hC.le,inv_nonneg.mpr hrk.le, | |
| mul_nonneg (inv_nonneg.mpr hrk.le) hDp] | |
| end CommonPrices | |
| namespace PhysicalCells | |
| open MeasureTheory Set | |
| def unitCell : Set ℂ := {X | X.re ∈ Ico (0:ℝ) 1 ∧ X.im ∈ Ico (0:ℝ) 1} | |
| def toUnit (p : ℂ) (r : ℝ) (y : ℂ) : ℂ := r⁻¹ • (y-p) | |
| def cell (p : ℂ) (r : ℝ) : Set ℂ := toUnit p r ⁻¹' unitCell | |
| lemma unitCell_measurable : MeasurableSet unitCell := | |
| (Complex.measurable_re measurableSet_Ico).inter (Complex.measurable_im measurableSet_Ico) | |
| lemma toUnit_continuous (p : ℂ) (r : ℝ) : Continuous (toUnit p r) := by unfold toUnit; fun_prop | |
| lemma cell_measurable (p : ℂ) (r : ℝ) : MeasurableSet (cell p r) := | |
| (toUnit_continuous p r).measurable unitCell_measurable | |
| lemma volume_unitCell : volume unitCell = 1 := by | |
| have he := Complex.volume_preserving_equiv_real_prod.measure_preimage | |
| (s := Ico (0:ℝ) 1 ×ˢ Ico (0:ℝ) 1) (measurableSet_Ico.prod measurableSet_Ico).nullMeasurableSet | |
| change volume unitCell = _ at he | |
| rw [he] | |
| change (volume.prod volume) (Ico (0:ℝ) 1 ×ˢ Ico (0:ℝ) 1) = 1 | |
| rw [Measure.prod_prod] | |
| norm_num | |
| lemma norm_unitCell {X : ℂ} (hX : X ∈ unitCell) : ‖X‖ ≤ 2 := by | |
| have h := Complex.norm_le_abs_re_add_abs_im X | |
| rw [abs_of_nonneg hX.1.1,abs_of_nonneg hX.2.1] at h | |
| linarith [hX.1.2,hX.2.2] | |
| lemma toUnit_affine (p : ℂ) {r : ℝ} (hr : r ≠ 0) (X : ℂ) : toUnit p r (p+r • X) = X := by | |
| simp [toUnit,hr] | |
| lemma affine_toUnit (p : ℂ) {r : ℝ} (hr : r ≠ 0) (y : ℂ) : p+r • toUnit p r y = y := by | |
| simp [toUnit,hr] | |
| lemma lintegral_smul (F : ℂ → ℝ≥0∞) {r : ℝ} (hr : r ≠ 0) : | |
| (∫⁻ X : ℂ, F (r • X)) = ENNReal.ofReal ((r^2)⁻¹)*(∫⁻ y, F y) := by | |
| have he := (lintegral_map_equiv (μ := volume) F | |
| (Homeomorph.smul (isUnit_iff_ne_zero.mpr hr).unit).toMeasurableEquiv).symm | |
| change (∫⁻ X : ℂ, F (r • X)) = ∫⁻ y, F y ∂Measure.map (fun X : ℂ => r • X) volume at he | |
| rw [he,Measure.map_addHaar_smul volume hr,lintegral_smul_measure] | |
| simp only [Complex.finrank_real_complex,abs_of_nonneg (inv_nonneg.mpr (sq_nonneg r)),smul_eq_mul] | |
| lemma lintegral_toUnit (F : ℂ → ℝ≥0∞) (p : ℂ) {r : ℝ} (hr : r ≠ 0) : | |
| (∫⁻ y : ℂ, F (toUnit p r y)) = ENNReal.ofReal (r^2)*(∫⁻ X, F X) := by | |
| calc | |
| (∫⁻ y : ℂ, F (r⁻¹ • (y-p))) = ∫⁻ y : ℂ, F (r⁻¹ • y) := | |
| lintegral_sub_right_eq_self (μ := (volume : Measure ℂ)) (fun y : ℂ => F (r⁻¹ • y)) p | |
| _ = _ := by rw [lintegral_smul _ (inv_ne_zero hr),inv_pow,inv_inv] | |
| /-- Exact physical-space change of variables, with the two-dimensional volume | |
| factor and no integrability or measurability assumptions on the majorant. -/ | |
| lemma lintegral_cell (F : ℂ → ℝ≥0∞) (p : ℂ) {r : ℝ} (hr : r ≠ 0) : | |
| (∫⁻ y in cell p r, F y) = ENNReal.ofReal (r^2)*∫⁻ X in unitCell, F (p+r • X) := by | |
| rw [← lintegral_indicator (cell_measurable p r),← lintegral_indicator unitCell_measurable] | |
| have he (y : ℂ) : (cell p r).indicator F y = | |
| unitCell.indicator (fun X => F (p+r • X)) (toUnit p r y) := by | |
| by_cases hy : y ∈ cell p r | |
| · rw [Set.indicator_of_mem hy,Set.indicator_of_mem (show toUnit p r y ∈ unitCell from hy),affine_toUnit p hr] | |
| · rw [Set.indicator_of_notMem hy,Set.indicator_of_notMem (show toUnit p r y ∉ unitCell from hy)] | |
| simp_rw [he] | |
| exact lintegral_toUnit _ p hr | |
| lemma cell_majorant {F : ℂ → ℝ≥0∞} (p : ℂ) {r : ℝ} (hr : r ≠ 0) : | |
| (∫⁻ y in cell p r, F (toUnit p r y)) = ENNReal.ofReal (r^2)*∫⁻ X in unitCell, F X := by | |
| rw [lintegral_cell _ p hr] | |
| simp only [toUnit_affine p hr] | |
| end PhysicalCells | |
| namespace DiskMoments | |
| lemma signedAverage_affine (g : ℂ → ℝ) (p X : ℂ) {r t : ℝ} (hr : 0 < r) (ht : 0 < t) : | |
| signedAverage (fun Y => g (p+r • Y)) X t = signedAverage g (p+r • X) (r*t) := by | |
| rw [signedAverage_fixedDomain _ _ ht,signedAverage_fixedDomain _ _ (mul_pos hr ht)] | |
| congr 1 | |
| apply setIntegral_congr_fun measurableSet_ball | |
| intro Z _ | |
| change g (p+r • (X+t • Z)) = g (p+r • X+(r*t) • Z) | |
| congr 1 | |
| rw [smul_add,smul_smul] | |
| abel | |
| lemma gradient_signedAverage {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (x : ℂ) {t : ℝ} (ht : 0 < t) : | |
| gradient (fun y => signedAverage g y t) x = | |
| (Real.pi*t^2)⁻¹ • ∫ y in Metric.ball x t, gradient g y := by | |
| have hi : IntegrableOn (fun z : ℂ => fderiv ℝ g (x+t • z)) (Metric.ball 0 1) := | |
| (((hg.continuous_fderiv one_ne_zero).comp (by fun_prop)).continuousOn.integrableOn_compact | |
| (isCompact_closedBall (0:ℂ) 1)).mono_set Metric.ball_subset_closedBall | |
| rw [gradient,(hasFDerivAt_signedAverage hg hD x ht).fderiv,map_smul] | |
| have he := (InnerProductSpace.toDual ℝ ℂ).symm.toContinuousLinearMap.integral_comp_comm hi | |
| change (∫ z in Metric.ball (0:ℂ) 1, (InnerProductSpace.toDual ℝ ℂ).symm (fderiv ℝ g (x+t • z))) = | |
| (InnerProductSpace.toDual ℝ ℂ).symm (∫ z in Metric.ball (0:ℂ) 1, fderiv ℝ g (x+t • z)) at he | |
| rw [← he] | |
| change (1/Real.pi) • (∫ z in Metric.ball (0:ℂ) 1, gradient g (x+t • z)) = _ | |
| rw [integral_scale_ball (fun z => gradient g (x+z)) ht,integral_translate_ball,smul_smul] | |
| congr 1 | |
| ring | |
| lemma gradient_average_affine {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (p X : ℂ) {r t : ℝ} (hr : 0 < r) (ht : 0 < t) : | |
| gradient (fun Y => signedAverage (fun Z => g (p+r • Z)) Y t) X = | |
| r • gradient (fun y => signedAverage g y (r*t)) (p+r • X) := by | |
| have he : (fun Y => signedAverage (fun Z => g (p+r • Z)) Y t) = | |
| (fun Y => signedAverage g (p+r • Y) (r*t)) := by | |
| funext Y | |
| exact signedAverage_affine g p Y hr ht | |
| rw [he] | |
| exact AffineDensities.gradient_affine (fun y => | |
| (hasFDerivAt_signedAverage hg hD y (mul_pos hr ht)).differentiableAt) p r X | |
| def PhysicalNeighborhoodRadius (g : ℂ → ℝ) (r : ℝ) (x : ℂ) (t : ℝ) : Prop := | |
| t ∈ Icc r (2*r) ∧ ∀ s, 0 < s → |s-t| ≤ r/4 → signedAverage g x s ≤ signedAverage g x t | |
| def PhysicalEndpointRadius (g : ℂ → ℝ) (r : ℝ) (x : ℂ) (t : ℝ) : Prop := | |
| t ∈ Icc r (2*r) ∧ (t = r ∨ t = 2*r ∨ ∀ s ∈ Icc r (2*r), signedAverage g x s ≤ signedAverage g x t) | |
| lemma neighborhoodRadius_affine {g : ℂ → ℝ} (p X : ℂ) {r t : ℝ} (hr : 0 < r) | |
| (ht : PhysicalNeighborhoodRadius g r (p+r • X) (r*t)) : | |
| NeighborhoodRadius (fun Y => g (p+r • Y)) X t := by | |
| have ht1 : 1 ≤ t := (le_of_mul_le_mul_left (by simpa only [mul_one] using ht.1.1) hr) | |
| have ht2 : t ≤ 2 := (le_of_mul_le_mul_left (by simpa only [mul_comm 2 r] using ht.1.2) hr) | |
| refine ⟨⟨ht1,ht2⟩,?_⟩ | |
| intro s hs habs | |
| rw [signedAverage_affine _ _ _ hr hs,signedAverage_affine _ _ _ hr (by linarith)] | |
| apply ht.2 (r*s) (mul_pos hr hs) | |
| rw [← mul_sub,abs_mul,abs_of_pos hr] | |
| nlinarith | |
| lemma endpointRadius_affine {g : ℂ → ℝ} (p X : ℂ) {r t : ℝ} (hr : 0 < r) | |
| (ht : PhysicalEndpointRadius g r (p+r • X) (r*t)) : | |
| EndpointRadius (fun Y => g (p+r • Y)) X t := by | |
| have ht1 : 1 ≤ t := (le_of_mul_le_mul_left (by simpa only [mul_one] using ht.1.1) hr) | |
| have ht2 : t ≤ 2 := (le_of_mul_le_mul_left (by simpa only [mul_comm 2 r] using ht.1.2) hr) | |
| refine ⟨⟨ht1,ht2⟩,?_⟩ | |
| rcases ht.2 with he | he | he | |
| · left | |
| nlinarith | |
| · right; left | |
| nlinarith | |
| · right; right | |
| intro s hs | |
| rw [signedAverage_affine _ _ _ hr (by linarith [hs.1]),signedAverage_affine _ _ _ hr (by linarith)] | |
| exact he (r*s) ⟨by nlinarith [hs.1],by nlinarith [hs.2]⟩ | |
| end DiskMoments | |
| namespace PhysicalCells | |
| lemma derivative_majorant_integral {F : ℂ → ℝ≥0∞} {C P : ℝ} (p : ℂ) {r : ℝ} | |
| (hr : 0 < r) (hF : (∫⁻ X in unitCell, F X) ≤ ENNReal.ofReal (C*r⁻¹*P)) : | |
| (∫⁻ y in cell p r, ENNReal.ofReal r⁻¹*F (toUnit p r y)) ≤ ENNReal.ofReal (C*P) := by | |
| rw [lintegral_const_mul' _ _ ENNReal.ofReal_ne_top,cell_majorant p hr.ne'] | |
| apply (mul_le_mul' le_rfl (mul_le_mul' le_rfl hF)).trans_eq | |
| rw [← ENNReal.ofReal_mul (sq_nonneg r),← ENNReal.ofReal_mul (inv_nonneg.mpr hr.le)] | |
| congr 1 | |
| field_simp | |
| lemma value_majorant_integral {F : ℂ → ℝ≥0∞} {C P : ℝ} (p : ℂ) {r : ℝ} | |
| (hr : 0 < r) (hF : (∫⁻ X in unitCell, F X) ≤ ENNReal.ofReal (C*r⁻¹*P)) : | |
| (∫⁻ y in cell p r, F (toUnit p r y)) ≤ ENNReal.ofReal (C*r*P) := by | |
| rw [cell_majorant p hr.ne'] | |
| apply (mul_le_mul' le_rfl hF).trans_eq | |
| rw [← ENNReal.ofReal_mul (sq_nonneg r)] | |
| congr 1 | |
| field_simp | |
| end PhysicalCells | |
| namespace DiskMoments | |
| lemma average_gradient_norm_le {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (x : ℂ) {t : ℝ} (ht : 1 ≤ t) : | |
| ‖gradient (fun y => signedAverage g y t) x‖ ≤ ‖∫ y in Metric.ball x t, gradient g y‖ := by | |
| have hp : 0 < Real.pi*t^2 := mul_pos Real.pi_pos (sq_pos_of_pos (by linarith)) | |
| have h1 : 1 ≤ Real.pi*t^2 := by nlinarith [Real.pi_gt_three,sq_nonneg (t-1)] | |
| rw [gradient_signedAverage hg hD x (by linarith),norm_smul,Real.norm_eq_abs,abs_of_pos (inv_pos.mpr hp)] | |
| exact mul_le_of_le_one_left (norm_nonneg _) ((inv_le_one₀ hp).mpr h1) | |
| lemma average_gradient_negative_le {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (x n : ℂ) {t : ℝ} (ht : 1 ≤ t) : | |
| max 0 (-inner ℝ n (gradient (fun y => signedAverage g y t) x)) ≤ | |
| max 0 (-inner ℝ n (∫ y in Metric.ball x t, gradient g y)) := by | |
| have hp : 0 < Real.pi*t^2 := mul_pos Real.pi_pos (sq_pos_of_pos (by linarith)) | |
| have h1 : 1 ≤ Real.pi*t^2 := by nlinarith [Real.pi_gt_three,sq_nonneg (t-1)] | |
| rw [gradient_signedAverage hg hD x (by linarith),inner_smul_right,← mul_neg, | |
| ← mul_zero (Real.pi*t^2)⁻¹,← mul_max_of_nonneg _ _ (inv_nonneg.mpr hp.le)] | |
| simp only [mul_zero] | |
| exact mul_le_of_le_one_left (le_max_left _ _) ((inv_le_one₀ hp).mpr h1) | |
| lemma physical_gradient_norm_majorant {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (p X : ℂ) {r t : ℝ} (hr : 0 < r) (ht : 0 < t) | |
| {F : ℝ≥0∞} | |
| (hF : ENNReal.ofReal ‖gradient (fun Y => signedAverage (fun Z => g (p+r • Z)) Y t) X‖ ≤ F) : | |
| ENNReal.ofReal ‖gradient (fun y => signedAverage g y (r*t)) (p+r • X)‖ ≤ | |
| ENNReal.ofReal r⁻¹*F := by | |
| have h : ENNReal.ofReal r⁻¹*_ ≤ ENNReal.ofReal r⁻¹*F := mul_le_mul' le_rfl hF | |
| rw [gradient_average_affine hg hD p X hr ht,norm_smul,Real.norm_eq_abs,abs_of_pos hr, | |
| ← ENNReal.ofReal_mul (inv_nonneg.mpr hr.le),inv_mul_cancel_left₀ hr.ne'] at h | |
| exact h | |
| lemma physical_gradient_negative_majorant {g : ℂ → ℝ} (hg : ContDiff ℝ 1 g) {D : ℝ} | |
| (hD : ∀ y, ‖fderiv ℝ g y‖ ≤ D) (p X n : ℂ) {r t : ℝ} (hr : 0 < r) (ht : 0 < t) | |
| {F : ℝ≥0∞} | |
| (hF : ENNReal.ofReal (max 0 (-inner ℝ n | |
| (gradient (fun Y => signedAverage (fun Z => g (p+r • Z)) Y t) X))) ≤ F) : | |
| ENNReal.ofReal (max 0 (-inner ℝ n (gradient (fun y => signedAverage g y (r*t)) (p+r • X)))) ≤ | |
| ENNReal.ofReal r⁻¹*F := by | |
| have h : ENNReal.ofReal r⁻¹*_ ≤ ENNReal.ofReal r⁻¹*F := mul_le_mul' le_rfl hF | |
| rw [gradient_average_affine hg hD p X hr ht,inner_smul_right,← mul_neg, | |
| ← mul_zero r,← mul_max_of_nonneg _ _ hr.le, | |
| ← ENNReal.ofReal_mul (inv_nonneg.mpr hr.le),inv_mul_cancel_left₀ hr.ne'] at h | |
| simpa only [mul_zero] using h | |
| end DiskMoments | |
| namespace CommonPrices | |
| open DyadicHats ConeCoordinates LocalCancellation AffineDensities DirectionNeighbors Finset DiskMoments PricePieces PhysicalCells | |
| theorem physical_directional_price : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {N : ℕ} {r R : ℝ} (hr : 0 < r) (hR : 0 ≤ R) (hN : R/r+1 ≤ (N:ℝ)) | |
| {g : ℂ → ℝ}, ContDiff ℝ 1 g → Integrable (gradient g) → | |
| (∀ y, gradient g y ≠ 0 → ‖y‖ ≤ R) → | |
| (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → ∀ (k : ℕ) (p : ℤ × ℤ) | |
| {n : ℂ}, n ∈ fixedPalette.labels → ∀ {s : ℝ}, (s = 1 ∨ s = -1) → | |
| ∃ F : ℂ → ℝ≥0∞, Measurable F ∧ | |
| (∫⁻ y in cell (point (scale r k) p) (scale r k), F y) ≤ ENNReal.ofReal | |
| (C*(badPrice (gradient g) r k (cellRoots N p) n+cellPrice N r (gradient g) k (cellRoots N p))) ∧ | |
| ∀ y ∈ cell (point (scale r k) p) (scale r k), ∀ t, | |
| PhysicalNeighborhoodRadius g (scale r k) y t → | |
| ENNReal.ofReal (max 0 (-inner ℝ (axis n s) (gradient (fun z => signedAverage g z t) y))) ≤ F y := by | |
| obtain ⟨C,hC,hmajor⟩ := directional_cell_price | |
| refine ⟨C,hC,?_⟩ | |
| intro N r R hr hR hN g hg hh hsupp hD k p n hn s hs | |
| obtain ⟨D,hD⟩ := hD | |
| obtain ⟨D',hD'⟩ := fderiv_affine_bound (hg.differentiable one_ne_zero) (point (scale r k) p) (scale r k) hD | |
| obtain ⟨F,hFm,hFi,hFb⟩ := hmajor hr hR hN hg hh hsupp k p hn hs unitCell (by rw [volume_unitCell]; norm_num) | |
| refine ⟨fun y => ENNReal.ofReal (scale r k)⁻¹*F (toUnit (point (scale r k) p) (scale r k) y), | |
| measurable_const.mul (hFm.comp (toUnit_continuous _ _).measurable), | |
| derivative_majorant_integral _ (scale_pos hr k) hFi,?_⟩ | |
| intro y hy t ht | |
| let X := toUnit (point (scale r k) p) (scale r k) y | |
| have hX : ‖X‖ ≤ 2 := norm_unitCell hy | |
| have he : point (scale r k) p+scale r k • X = y := affine_toUnit _ (scale_pos hr k).ne' y | |
| have ht' : PhysicalNeighborhoodRadius g (scale r k) | |
| (point (scale r k) p+scale r k • X) (scale r k*(t/scale r k)) := by | |
| simpa only [he,mul_div_cancel₀ _ (scale_pos hr k).ne'] using ht | |
| have htn := neighborhoodRadius_affine _ X (scale_pos hr k) ht' | |
| have hg' : ContDiff ℝ 1 (fun Z => g (point (scale r k) p+scale r k • Z)) := hg.comp (by fun_prop) | |
| have hb := (ENNReal.ofReal_le_ofReal (average_gradient_negative_le hg' hD' X (axis n s) htn.1.1)).trans | |
| (hFb X hX _ htn) | |
| have hf := physical_gradient_negative_majorant hg hD (point (scale r k) p) X (axis n s) | |
| (scale_pos hr k) (by linarith [htn.1.1]) hb | |
| simpa only [he,mul_div_cancel₀ _ (scale_pos hr k).ne'] using hf | |
| theorem physical_size_price : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {N : ℕ} {r R : ℝ} (hr : 0 < r) (hR : 0 ≤ R) (hN : R/r+1 ≤ (N:ℝ)) | |
| {g : ℂ → ℝ}, ContDiff ℝ 1 g → Integrable (gradient g) → | |
| (∀ y, gradient g y ≠ 0 → ‖y‖ ≤ R) → | |
| (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → ∀ (k : ℕ) (p : ℤ × ℤ) | |
| {n : ℂ}, n ∈ fixedPalette.labels → | |
| ∃ F : ℂ → ℝ≥0∞, Measurable F ∧ | |
| (∫⁻ y in cell (point (scale r k) p) (scale r k), F y) ≤ ENNReal.ofReal | |
| (C*(rootMass (gradient g) r k (cellRoots N p)+cellPrice N r (gradient g) k (cellRoots N p))) ∧ | |
| ∀ y ∈ cell (point (scale r k) p) (scale r k), ∀ t, | |
| PhysicalEndpointRadius g (scale r k) y t → | |
| ENNReal.ofReal ‖gradient (fun z => signedAverage g z t) y‖ ≤ F y := by | |
| obtain ⟨C,hC,hmajor⟩ := size_cell_price | |
| refine ⟨C,hC,?_⟩ | |
| intro N r R hr hR hN g hg hh hsupp hD k p n hn | |
| obtain ⟨D,hD⟩ := hD | |
| obtain ⟨D',hD'⟩ := fderiv_affine_bound (hg.differentiable one_ne_zero) (point (scale r k) p) (scale r k) hD | |
| obtain ⟨F,hFm,hFi,hFb⟩ := hmajor hr hR hN hg hh hsupp k p hn unitCell (by rw [volume_unitCell]; norm_num) | |
| refine ⟨fun y => ENNReal.ofReal (scale r k)⁻¹*F (toUnit (point (scale r k) p) (scale r k) y), | |
| measurable_const.mul (hFm.comp (toUnit_continuous _ _).measurable), | |
| derivative_majorant_integral _ (scale_pos hr k) hFi,?_⟩ | |
| intro y hy t ht | |
| let X := toUnit (point (scale r k) p) (scale r k) y | |
| have hX : ‖X‖ ≤ 2 := norm_unitCell hy | |
| have he : point (scale r k) p+scale r k • X = y := affine_toUnit _ (scale_pos hr k).ne' y | |
| have ht' : PhysicalEndpointRadius g (scale r k) | |
| (point (scale r k) p+scale r k • X) (scale r k*(t/scale r k)) := by | |
| simpa only [he,mul_div_cancel₀ _ (scale_pos hr k).ne'] using ht | |
| have htn := endpointRadius_affine _ X (scale_pos hr k) ht' | |
| have hg' : ContDiff ℝ 1 (fun Z => g (point (scale r k) p+scale r k • Z)) := hg.comp (by fun_prop) | |
| have hb := (ENNReal.ofReal_le_ofReal (average_gradient_norm_le hg' hD' X htn.1.1)).trans | |
| (hFb X hX _ htn) | |
| have hf := physical_gradient_norm_majorant hg hD (point (scale r k) p) X | |
| (scale_pos hr k) (by linarith [htn.1.1]) hb | |
| simpa only [he,mul_div_cancel₀ _ (scale_pos hr k).ne'] using hf | |
| theorem physical_value_price : ∃ C : ℝ, 0 < C ∧ | |
| ∀ {N : ℕ} {r R : ℝ} (hr : 0 < r) (hR : 0 ≤ R) (hN : R/r+1 ≤ (N:ℝ)) | |
| {g : ℂ → ℝ}, ContDiff ℝ 1 g → Integrable (gradient g) → | |
| (∀ y, gradient g y ≠ 0 → ‖y‖ ≤ R) → | |
| (∃ D : ℝ, ∀ y, ‖fderiv ℝ g y‖ ≤ D) → ∀ (k : ℕ) (p : ℤ × ℤ) | |
| {n : ℂ}, n ∈ fixedPalette.labels → | |
| ∃ F : ℂ → ℝ≥0∞, Measurable F ∧ | |
| (∫⁻ y in cell (point (scale r k) p) (scale r k), F y) ≤ ENNReal.ofReal | |
| (C*scale r k*(rootMass (gradient g) r k (cellRoots N p)+cellPrice N r (gradient g) k (cellRoots N p))) ∧ | |
| ∀ y ∈ cell (point (scale r k) p) (scale r k), ∀ t t', | |
| 0 < t → t ≤ 4*scale r k → 0 < t' → t' ≤ 4*scale r k → | |
| ENNReal.ofReal |signedAverage g y t-signedAverage g y t'| ≤ F y := by | |
| obtain ⟨C,hC,hmajor⟩ := value_cell_price | |
| refine ⟨C,hC,?_⟩ | |
| intro N r R hr hR hN g hg hh hsupp hD k p n hn | |
| obtain ⟨F,hFm,hFi,hFb⟩ := hmajor hr hR hN hg hh hsupp hD k p hn unitCell (by rw [volume_unitCell]; norm_num) | |
| refine ⟨fun y => F (toUnit (point (scale r k) p) (scale r k) y), | |
| hFm.comp (toUnit_continuous _ _).measurable, | |
| value_majorant_integral _ (scale_pos hr k) hFi,?_⟩ | |
| intro y hy t t' ht hb ht' hb' | |
| let X := toUnit (point (scale r k) p) (scale r k) y | |
| have he : point (scale r k) p+scale r k • X = y := affine_toUnit _ (scale_pos hr k).ne' y | |
| have hrk := scale_pos hr k | |
| have hf := hFb X (norm_unitCell hy) (t/scale r k) (t'/scale r k) | |
| (div_pos ht hrk) ((div_le_iff₀ hrk).mpr hb) (div_pos ht' hrk) ((div_le_iff₀ hrk).mpr hb') | |
| simpa only [signedAverage_affine _ _ _ hrk (div_pos ht hrk), | |
| signedAverage_affine _ _ _ hrk (div_pos ht' hrk),he,mul_div_cancel₀ _ hrk.ne'] using hf | |
| end CommonPrices | |
| namespace DiskMoments | |
| lemma signedAverage_abs_le {g : ℂ → ℝ} {M : ℝ} (hM : ∀ y, |g y| ≤ M) | |
| (x : ℂ) {t : ℝ} (ht : 0 < t) : |signedAverage g x t| ≤ M := by | |
| rw [signedAverage_fixedDomain g x ht,abs_div,abs_of_pos Real.pi_pos] | |
| have : IsFiniteMeasure (volume.restrict (Metric.ball (0:ℂ) 1)) := ⟨by simp⟩ | |
| have hi := norm_integral_le_of_norm_le_const (μ := volume.restrict (Metric.ball (0:ℂ) 1)) | |
| (C := M) (f := fun z : ℂ => g (x+t • z)) (ae_of_all _ (fun z => by simpa only [Real.norm_eq_abs] using hM (x+t • z))) | |
| have hv : (volume.restrict (Metric.ball (0:ℂ) 1)).real univ = Real.pi := by | |
| simp [measureReal_def,Complex.volume_ball] | |
| rw [hv,Real.norm_eq_abs] at hi | |
| exact (div_le_iff₀ Real.pi_pos).mpr hi | |
| def oscillationSet (g : ℂ → ℝ) (r : ℝ) (x : ℂ) : Set ℝ := | |
| {a | ∃ t t', 0 < t ∧ t ≤ 4*r ∧ 0 < t' ∧ t' ≤ 4*r ∧ a = |signedAverage g x t-signedAverage g x t'|} | |
| def oscillation (g : ℂ → ℝ) (r : ℝ) (x : ℂ) : ℝ := sSup (oscillationSet g r x) | |
| lemma oscillationSet_zero (g : ℂ → ℝ) {r : ℝ} (hr : 0 < r) (x : ℂ) : | |
| 0 ∈ oscillationSet g r x := ⟨r,r,hr,by linarith,hr,by linarith,by simp⟩ | |
| lemma oscillationSet_bdd {g : ℂ → ℝ} (hg : Continuous g) (hc : HasCompactSupport g) (r : ℝ) (x : ℂ) : | |
| BddAbove (oscillationSet g r x) := by | |
| obtain ⟨M,hM⟩ := hc.exists_bound_of_continuous hg | |
| refine ⟨2*M,?_⟩ | |
| rintro a ⟨t,t',ht,_,ht',_,rfl⟩ | |
| have hb : ∀ y, |g y| ≤ M := by simpa only [Real.norm_eq_abs] using hM | |
| have h1 := signedAverage_abs_le hb x ht | |
| have h2 := signedAverage_abs_le hb x ht' | |
| linarith [abs_sub (signedAverage g x t) (signedAverage g x t')] | |
| lemma oscillation_nonneg {g : ℂ → ℝ} (hg : Continuous g) (hc : HasCompactSupport g) {r : ℝ} | |
| (hr : 0 < r) (x : ℂ) : 0 ≤ oscillation g r x := | |
| le_csSup (oscillationSet_bdd hg hc r x) (oscillationSet_zero g hr x) | |
| lemma le_oscillation {g : ℂ → ℝ} (hg : Continuous g) (hc : HasCompactSupport g) {r : ℝ} | |
| (x : ℂ) {t t' : ℝ} (ht : 0 < t) (hb : t ≤ 4*r) (ht' : 0 < t') (hb' : t' ≤ 4*r) : | |
| |signedAverage g x t-signedAverage g x t'| ≤ oscillation g r x := | |
| le_csSup (oscillationSet_bdd hg hc r x) ⟨t,t',ht,hb,ht',hb',rfl⟩ | |
| lemma oscillation_majorant {g : ℂ → ℝ} {r : ℝ} (hr : 0 < r) (x : ℂ) {F : ℝ≥0∞} | |
| (hF : ∀ t t', 0 < t → t ≤ 4*r → 0 < t' → t' ≤ 4*r → | |
| ENNReal.ofReal |signedAverage g x t-signedAverage g x t'| ≤ F) : | |
| ENNReal.ofReal (oscillation g r x) ≤ F := by | |
| by_cases htop : F = ⊤ | |
| · simp only [htop,le_top] | |
| · apply (ENNReal.ofReal_le_iff_le_toReal htop).mpr | |
| apply csSup_le ⟨0,oscillationSet_zero g hr x⟩ | |
| rintro a ⟨t,t',ht,hb,ht',hb',rfl⟩ | |
| exact (ENNReal.ofReal_le_iff_le_toReal htop).mp (hF t t' ht hb ht' hb') | |
| end DiskMoments | |
| end | |
| end OAI | |