openAI-math-dataset / lean /OAI /Geometry /RCD /Harmonic /AverageQuadraticError.lean
roseking's picture
Add lean source and binary files (part 72)
cead56f verified
Raw History Blame Contribute Delete
2.96 kB
import OAI.Analysis.RCDHeat.ExistingAnalytic
namespace OAI
/-! # Passing an additive transport error from averages to continuous values -/
open Set Filter MeasureTheory Metric
open scoped Topology NNReal
namespace RegularPointCoordinates
variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X]
[SecondCountableTopology X] {μ : Measure X} [IsLocallyFiniteMeasure μ]
[IsUnifLocDoublingMeasure μ] [μ.IsOpenPosMeasure]
theorem quadratic_comparison_of_average_bound_add
(u v U V : X → ℝ) (hu : LocallyIntegrable u μ) (hv : LocallyIntegrable v μ)
(hU : Continuous U) (hV : Continuous V) (heU : u =ᵐ[μ] U) (heV : v =ᵐ[μ] V)
(c e : ℝ) (h : ∀ x y : X, ∀ r : ℝ, 0 < r →
(⨍z in closedBall x r, u z ∂μ) - (⨍z in closedBall y r, v z ∂μ) ≤
c*(dist x y + 2*r)^2+e) :
∀ x y, U x-V y ≤ c*dist x y^2+e := by
let S := {x : X | Tendsto (fun r : ℝ => ⨍z in closedBall x r, u z ∂μ)
(𝓝[>] 0) (𝓝 (U x))}
let T := {x : X | Tendsto (fun r : ℝ => ⨍z in closedBall x r, v z ∂μ)
(𝓝[>] 0) (𝓝 (V x))}
have hS : ∀ᵐ x ∂μ, x ∈ S := by
filter_upwards [IsUnifLocDoublingMeasure.ae_tendsto_average μ hu (1:ℝ),heU] with x hx he
change Tendsto _ _ (𝓝 (U x))
rw [←he]
exact hx (fun _ : ℝ => x) id tendsto_id (by
filter_upwards [self_mem_nhdsWithin] with r hr
simp only [mem_closedBall,dist_self,one_mul]
exact le_of_lt hr)
have hT : ∀ᵐ x ∂μ, x ∈ T := by
filter_upwards [IsUnifLocDoublingMeasure.ae_tendsto_average μ hv (1:ℝ),heV] with x hx he
change Tendsto _ _ (𝓝 (V x))
rw [←he]
exact hx (fun _ : ℝ => x) id tendsto_id (by
filter_upwards [self_mem_nhdsWithin] with r hr
simp only [mem_closedBall,dist_self,one_mul]
exact le_of_lt hr)
have hST : ∀ x ∈ S, ∀ y ∈ T, U x-V y ≤ c*dist x y^2+e := by
intro x hx y hy
have hc : Tendsto (fun r : ℝ => c*(dist x y+2*r)^2+e) (𝓝[>] 0)
(𝓝 (c*dist x y^2+e)) := by
have hh : Continuous (fun r : ℝ => c*(dist x y+2*r)^2+e) := by fun_prop
simpa using (hh.continuousAt (x := 0)).tendsto.mono_left nhdsWithin_le_nhds
have hb : ∀ᶠ r in 𝓝[>] (0:ℝ),
(⨍z in closedBall x r, u z ∂μ) - (⨍z in closedBall y r, v z ∂μ) ≤
c*(dist x y+2*r)^2+e := by
filter_upwards [self_mem_nhdsWithin] with r hr using h x y r hr
exact le_of_tendsto_of_tendsto (hx.sub hy) hc hb
have hd : Dense (S ×ˢ T) := (Measure.dense_of_ae hS).prod (Measure.dense_of_ae hT)
have hc : IsClosed {z : X×X | U z.1-V z.2 ≤ c*dist z.1 z.2^2+e} :=
isClosed_le ((hU.comp continuous_fst).sub (hV.comp continuous_snd)) (by fun_prop)
have hs : closure (S ×ˢ T) ⊆ {z : X×X | U z.1-V z.2 ≤ c*dist z.1 z.2^2+e} :=
hc.closure_subset_iff.mpr (fun z hz => hST z.1 hz.1 z.2 hz.2)
intro x y
exact hs (hd (x,y))
end RegularPointCoordinates
end OAI