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Add lean source and binary files (part 66)
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import Mathlib
import OAI.Geometry.CAT0Fillings.Slicing.NormalRestriction
namespace OAI
section
open Set MeasureTheory Measure Filter Module
open Set Filter MeasureTheory Measure ContinuousLinearMap
open scoped Topology Convolution NNReal
open Set Filter MeasureTheory Measure Metric
open scoped Topology ContDiff
open Set Filter Metric
open Filter Set
open Set Filter MeasureTheory TopologicalSpace
open scoped Topology ENNReal
open Set MeasureTheory
open scoped RealInnerProductSpace
open Matrix
open scoped RealInnerProductSpace MatrixOrder
open MeasureTheory Filter Set Metric
open scoped Topology Pointwise NNReal
open scoped ENNReal NNReal Topology
open Set MeasureTheory Filter
open scoped Topology NNReal
open Set Filter MeasureTheory
open scoped Topology ENNReal NNReal
namespace CAT0Fillings
attribute [local instance] Classical.propDecidable
universe u
end CAT0Fillings
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 CAT0Fillings
attribute [local instance] Classical.propDecidable
attribute [local instance] Classical.propDecidable
attribute [local instance] Classical.propDecidable
attribute [local instance] Classical.propDecidable
attribute [local instance] Classical.propDecidable
attribute [local instance] Classical.propDecidable
open BorelCoefficients BorelRestriction MassMeasure
end CAT0Fillings
open Set Filter MeasureTheory
open scoped Topology ENNReal NNReal
namespace CAT0Fillings
attribute [local instance] Classical.propDecidable
universe u
end CAT0Fillings
open MeasureTheory Filter Set Metric
open scoped Topology Pointwise NNReal
namespace CAT0Fillings
open Set MeasureTheory Filter
attribute [local instance] Classical.propDecidable
variable {X : Type*} [MetricSpace X] [MeasurableSpace X] {k : ℕ}
end CAT0Fillings
open scoped Topology NNReal
open Set MeasureTheory Filter
open scoped ENNReal NNReal Topology
namespace CAT0Fillings.Slicing
open Set MeasureTheory Filter SmoothCutoff BorelCoefficients BorelRestriction MassMeasure Foundations
open scoped Topology NNReal
variable {X : Type*} [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [CompactSpace X]
noncomputable def levelBarrier (a : ℝ≥0) (t : ℝ) (u : X → ℝ) (x : X) : ℝ :=
1-profile a 0 |u x-t|
omit [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [CompactSpace X] in
lemma levelBarrier_bounds (a : ℝ≥0) (t : ℝ) (u : X → ℝ) (x : X) :
0 ≤ levelBarrier a t u x ∧ levelBarrier a t u x ≤ 1 := by
have hp := profile_bounds a 0 |u x-t|
dsimp only [levelBarrier]
constructor <;> linarith [hp.1,hp.2]
omit [MeasurableSpace X] [BorelSpace X] [CompactSpace X] in
lemma levelBarrier_boundedLip {u : X → ℝ} (hu : BoundedLip u) (a : ℝ≥0) (t : ℝ) :
BoundedLip (levelBarrier a t u) := by
obtain ⟨K,hK⟩ := hu.1
have hv : BoundedLip (fun x => |u x-t|) := by
obtain ⟨M,hM⟩ := hu.2
refine ⟨⟨K,?_⟩, M+|t|, fun x => ?_⟩
· apply LipschitzWith.of_dist_le_mul
intro x y
rw [Real.dist_eq]
calc
_ ≤ |(u x-t)-(u y-t)| := abs_abs_sub_abs_le_abs_sub _ _
_ = dist (u x) (u y) := by rw [Real.dist_eq]; congr 1; ring
_ ≤ K*dist x y := hK.dist_le_mul x y
· rw [abs_abs]
exact (abs_sub (u x) t).trans (by linarith [hM x])
have h := (BoundedLip.const (X := X) 1).add
((profile_comp_boundedLip hv a 0).const_mul (-1))
change BoundedLip (fun x => 1-profile a 0 |u x-t|)
simpa only [Function.comp_def,neg_one_mul,sub_eq_add_neg] using h
omit [MetricSpace X] [MeasurableSpace X] [BorelSpace X] [CompactSpace X] in
lemma profile_error_le_levelBarrier (a : ℝ≥0) (t : ℝ) (u : X → ℝ) (x : X) :
|profile a t (u x)-({x | t < u x}.indicator (fun _ => (1:ℝ)) x)| ≤
levelBarrier a t u x := by
by_cases hx : t < u x
· rw [indicator_of_mem (show x ∈ {x | t < u x} from hx),abs_of_nonpos (by linarith [(profile_bounds a t (u x)).2])]
dsimp only [levelBarrier,profile]
rw [abs_of_pos (sub_pos.mpr hx),sub_zero]
linarith
· rw [indicator_of_notMem (show x ∉ {x | t < u x} from hx),profile_zero a (le_of_not_gt hx),sub_self,abs_zero]
exact (levelBarrier_bounds a t u x).1
omit [CompactSpace X] in
lemma levelBarrier_integral_tendsto (μ : Measure X) [IsFiniteMeasure μ]
{u : X → ℝ} (hu : BoundedLip u) (t : ℝ) (ht : μ {x | u x = t} = 0) :
Tendsto (fun n : ℕ => ∫ x, levelBarrier ((n:ℝ≥0)+1) t u x ∂μ) atTop (𝓝 0) := by
have hne : ∀ᵐ x ∂μ, u x ≠ t := by simpa only [ae_iff,not_not] using ht
have hpt : ∀ᵐ x ∂μ, Tendsto (fun n : ℕ => levelBarrier ((n:ℝ≥0)+1) t u x) atTop (𝓝 0) := by
filter_upwards [hne] with x hx
have hpos : 0 < |u x-t| := abs_pos.mpr (sub_ne_zero.mpr hx)
have hp : Tendsto (fun n : ℕ => profile ((n:ℝ≥0)+1) 0 |u x-t|) atTop (𝓝 1) := by
simpa only [indicator_of_mem (show |u x-t| ∈ Ioi 0 from hpos)] using profile_sequence_tendsto 0 |u x-t|
simpa only [levelBarrier,sub_self] using (tendsto_const_nhds (x := (1:ℝ))).sub hp
have hdom (n : ℕ) : ∀ᵐ x ∂μ, ‖levelBarrier ((n:ℝ≥0)+1) t u x‖ ≤ (1:ℝ) := by
exact Eventually.of_forall fun x => by
rw [Real.norm_eq_abs,abs_of_nonneg (levelBarrier_bounds _ _ _ _).1]
exact (levelBarrier_bounds _ _ _ _).2
have hh := tendsto_integral_of_dominated_convergence (μ := μ)
(fun _ => (1:ℝ)) (fun n => (levelBarrier_boundedLip hu _ t).continuous.aestronglyMeasurable)
(integrable_const _) hdom hpt
simpa only [integral_zero] using hh
lemma restrictCurrent_apply_of_controls {k : ℕ} {T : Functional X k}
(hT : IsMetricCurrent T) (μ : Measure X) [IsFiniteMeasure μ] (hμ : Controls T μ)
{E : Set X} (hE : MeasurableSet E) {b : X → ℝ} {π : Fin k → X → ℝ}
(hab : Admissible b π) :
restrictCurrent hT E b π = borelAction μ hT (E.indicator b) π := by
rw [restrictCurrent_apply hT E hab]
exact borelAction_independent _ hT (currentMassMeasure_controls hT) hμ
((integrable_boundedLip _ hab.1).indicator hE)
((integrable_boundedLip _ hab.1).indicator hE) π hab.2
lemma restriction_profile_error_bound {k : ℕ} {T : Functional X k}
(hT : IsMetricCurrent T) (μ : Measure X) [IsFiniteMeasure μ] (hμ : Controls T μ)
{u : X → ℝ} (hu : BoundedLip u) (a : ℝ≥0) (t : ℝ)
{b : X → ℝ} (hb : BoundedLip b) (π : Fin k → X → ℝ) (K : Fin k → ℝ≥0)
(hK : ∀ i, LipschitzWith (K i) (π i)) (M : ℝ) (hM : ∀ x, |b x| ≤ M) :
|restrictCurrent hT {x | t < u x} b π - T (fun x => profile a t (u x)*b x) π| ≤
((∏ i, (K i : ℝ))*M) * ∫ x, levelBarrier a t u x ∂μ := by
have hab : Admissible b π := ⟨hb,fun i => ⟨K i,hK i⟩⟩
have hE : MeasurableSet {x | t < u x} := measurableSet_lt measurable_const hu.continuous.measurable
have hpb : BoundedLip (fun x => profile a t (u x)*b x) := (profile_comp_boundedLip hu a t).mul hb
rw [restrictCurrent_apply_of_controls hT μ hμ hE hab,
←borelAction_eq μ hT hμ ⟨hpb,hab.2⟩]
apply (borelAction_difference_bound μ hT hμ ((integrable_boundedLip μ hb).indicator hE)
(integrable_boundedLip μ hpb) π K hK).trans
have hi : ∫ x, |({x | t < u x}.indicator b x)-profile a t (u x)*b x| ∂μ ≤
M*∫ x, levelBarrier a t u x ∂μ := by
rw [←integral_const_mul]
apply integral_mono ((integrable_boundedLip μ hb).indicator hE |>.sub
(integrable_boundedLip μ hpb) |>.abs)
((integrable_boundedLip μ (levelBarrier_boundedLip hu a t)).const_mul M)
intro x
have he : ({x | t < u x}.indicator b x)-profile a t (u x)*b x =
(profile a t (u x)-({x | t < u x}.indicator (fun _ => (1:ℝ)) x)) * (-b x) := by
by_cases hx : t < u x <;> simp [hx]
ring
change |({x | t < u x}.indicator b x)-profile a t (u x)*b x| ≤ M*levelBarrier a t u x
rw [he,abs_mul,abs_neg,mul_comm]
exact mul_le_mul (hM x) (profile_error_le_levelBarrier a t u x) (abs_nonneg _)
(le_trans (abs_nonneg _) (hM x))
exact (mul_le_mul_of_nonneg_left hi (by positivity)).trans_eq (by ring)
theorem restrictCurrent_weak_tendsto {ι : Type*} {l : Filter ι} {k : ℕ}
{Ts : ι → Functional X k} {T : Functional X k}
(hTs : ∀ j, IsMetricCurrent (Ts j)) (hT : IsMetricCurrent T)
(μs : ι → FiniteMeasure X) (μ : FiniteMeasure X)
(hμs : ∀ j, Controls (Ts j) (μs j)) (hμ : Controls T μ)
(hμlim : Tendsto μs l (𝓝 μ))
(hlim : ∀ b π, Tendsto (fun j => Ts j b π) l (𝓝 (T b π)))
{u : X → ℝ} (hu : BoundedLip u) (t : ℝ) (ht : (μ : Measure X) {x | u x = t} = 0)
(b : X → ℝ) (π : Fin k → X → ℝ) :
Tendsto (fun j => restrictCurrent (hTs j) {x | t < u x} b π) l
(𝓝 (restrictCurrent hT {x | t < u x} b π)) := by
by_cases hab : Admissible b π
swap
· simp only [restrictCurrent,ite_eq_right hab]
exact tendsto_const_nhds
choose K hK using hab.2
obtain ⟨M,hM⟩ := hab.1.2
let C := (∏ i, (K i : ℝ)) * max M 0
have hC : 0 ≤ C := by dsimp [C]; positivity
have hbound (x : X) : |b x| ≤ max M 0 := (hM x).trans (le_max_left _ _)
let P (n : ℕ) (U : Functional X k) := U (fun x => profile ((n:ℝ≥0)+1) t (u x)*b x) π
let A (n : ℕ) (ν : FiniteMeasure X) := C*∫ x, levelBarrier ((n:ℝ≥0)+1) t u x ∂(ν : Measure X)
have hA : Tendsto (fun n => A n μ) atTop (𝓝 0) := by
simpa only [A,mul_zero] using (levelBarrier_integral_tendsto (μ : Measure X) hu t ht).const_mul C
have hAlim (n : ℕ) : Tendsto (fun j => A n (μs j)) l (𝓝 (A n μ)) := by
let f : C(X,ℝ) := ⟨levelBarrier ((n:ℝ≥0)+1) t u,(levelBarrier_boundedLip hu _ t).continuous⟩
exact ((FiniteMeasure.continuous_integral_continuousMap f).tendsto μ |>.comp hμlim).const_mul C
have hbT (n : ℕ) : dist (restrictCurrent hT {x | t < u x} b π) (P n T) ≤ A n μ :=
restriction_profile_error_bound hT μ hμ hu _ t hab.1 π K hK _ hbound
have hbTs (n : ℕ) (j : ι) : dist (restrictCurrent (hTs j) {x | t < u x} b π) (P n (Ts j)) ≤ A n (μs j) :=
restriction_profile_error_bound (hTs j) (μs j) (hμs j) hu _ t hab.1 π K hK _ hbound
apply Metric.tendsto_nhds.mpr
intro ε hε
obtain ⟨n,hn⟩ := ((hA.eventually (gt_mem_nhds (show (0:ℝ) < ε/4 by positivity))).exists)
have he1 : ∀ᶠ j in l, A n (μs j) < ε/3 :=
(hAlim n).eventually (gt_mem_nhds (show A n μ < ε/3 by linarith))
have he2 : ∀ᶠ j in l, dist (P n (Ts j)) (P n T) < ε/3 :=
Metric.tendsto_nhds.mp (hlim _ _) (ε/3) (by positivity)
filter_upwards [he1,he2] with j hj1 hj2
have htri := dist_triangle (restrictCurrent (hTs j) {x | t < u x} b π) (P n (Ts j)) (P n T)
have htri2 := dist_triangle (restrictCurrent (hTs j) {x | t < u x} b π) (P n T)
(restrictCurrent hT {x | t < u x} b π)
have hb := hbT n
rw [dist_comm] at hb
linarith [hbTs n j]
end CAT0Fillings.Slicing
open Set Filter MeasureTheory
open scoped Topology ENNReal NNReal
namespace CAT0Fillings
attribute [local instance] Classical.propDecidable
universe u
end CAT0Fillings
open MeasureTheory Filter Set Metric
open scoped Topology Pointwise NNReal
end
end OAI