openAI-math-dataset / lean /OAI /MeasureTheory /Falconer /Shells /HighShellLeibnizSymbols.lean
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Add lean source and binary files (part 94)
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import OAI.MeasureTheory.Falconer.Measures.NormalizedLeibnizAssignment
import OAI.MeasureTheory.Falconer.Estimates.InverseLeibniz
import OAI.MeasureTheory.Falconer.Fourier.MinimalPairSymbol
namespace OAI
namespace PlanarFalconer
open Set MeasureTheory
open scoped ContDiff ComplexConjugate
abbrev PairMaskIndex := PolicyDescriptor × Fin 2
noncomputable def pairMaskIndices (S : Finset PolicyDescriptor) : Finset PairMaskIndex :=
S.product Finset.univ
noncomputable def assignmentScale (S : Finset PolicyDescriptor) (N : ℕ) (sig : ℝ)
(k : PairMaskIndex → ℕ) : ℝ :=
∏ a ∈ pairMaskIndices S, (sourceAngularRadius N sig (descriptorLength a.1))⁻¹^(k a)
theorem paired_inheritedMaskProduct (S : Finset PolicyDescriptor) (k : PairMaskIndex → ℕ)
(Q : DyadicSquare) (ρ : Measure Plane) (m : ℝ → ℝ) (N : ℕ) (lam sig : ℝ) (J i : ℕ)
(x : Fin 2 → Plane) (θ : ℝ) :
(inheritedMaskProduct (pairMaskIndices S) Prod.fst k Q ρ m N lam sig J i (fun a => x a.2) θ : ℂ) =
inheritedCircleSymbol S id (fun b => k (b,0)) Q ρ m N lam sig J i (fun _ => 1) (x 0) (sourceUnitDirection θ) *
conj (inheritedCircleSymbol S id (fun b => k (b,1)) Q ρ m N lam sig J i (fun _ => 1) (x 1) (sourceUnitDirection θ)) := by
rw [inheritedCircleSymbol_comp,inheritedCircleSymbol_comp]
simp only [one_mul,Complex.conj_ofReal,← Complex.ofReal_mul]
congr 1
simp [inheritedMaskProduct,pairMaskIndices,Finset.prod_product,Fin.prod_univ_two,
Finset.prod_mul_distrib]
theorem paired_assignment_normalized (S : Finset PolicyDescriptor) (k : PairMaskIndex → ℕ)
(Q : DyadicSquare) (hQ : 0 < Q.side) (ρ : Measure Plane) (m : ℝ → ℝ)
(N : ℕ) (lam sig : ℝ) (J i : ℕ) (x : Fin 2 → Plane) (θ : ℝ) :
assignedDerivProduct (pairMaskIndices S)
(fun a t => (descriptorAngleMask Q ρ m N lam sig J i a.1 (x a.2) t : ℂ)) k θ =
(assignmentScale S N sig k : ℂ) *
(inheritedCircleSymbol S id (fun b => k (b,0)) Q ρ m N lam sig J i (fun _ => 1) (x 0) (sourceUnitDirection θ) *
conj (inheritedCircleSymbol S id (fun b => k (b,1)) Q ρ m N lam sig J i (fun _ => 1) (x 1) (sourceUnitDirection θ))) := by
rw [actual_assignment_normalized _ _ _ _ hQ,paired_inheritedMaskProduct]
rfl
namespace PositiveDistanceData
theorem pairMaskSymbol_product (d : PositiveDistanceData) (z : Plane × Plane) (θ : ℝ) :
let S := policyDescriptorList (fun n => d.mass n-(n:ℝ)/(d.N:ℝ)) d.N d.q d.a d.t
d.pairMaskSymbol z (sourceUnitDirection θ) =
∏ a ∈ pairMaskIndices S,
(descriptorAngleMask d.Q d.ρ d.mass d.N d.lam d.sig d.J d.i a.1 (![z.1,z.2] a.2) θ : ℂ) := by
simp [pairMaskSymbol,pairMaskIndices,Finset.prod_product,Fin.prod_univ_two,
Finset.prod_mul_distrib,descriptorAngleMask,descriptorListMask]
theorem pairMaskSymbol_inverse_leibniz (d : PositiveDistanceData) (hQ : 0 < d.Q.side)
(z : Plane × Plane) (j : ℕ) (θ : ℝ) :
let S := policyDescriptorList (fun n => d.mass n-(n:ℝ)/(d.N:ℝ)) d.N d.q d.a d.t
inverseStationaryOperator j (fun t => d.pairMaskSymbol z (sourceUnitDirection t)) θ =
((inverseLeibnizTerms j (pairMaskIndices S)).map (fun a =>
a.1 * ((assignmentScale S d.N d.sig a.2:ℂ) *
(inheritedCircleSymbol S id (fun b => a.2 (b,0)) d.Q d.ρ d.mass d.N d.lam d.sig d.J d.i (fun _ => 1) z.1 (sourceUnitDirection θ) *
conj (inheritedCircleSymbol S id (fun b => a.2 (b,1)) d.Q d.ρ d.mass d.N d.lam d.sig d.J d.i (fun _ => 1) z.2 (sourceUnitDirection θ)))))).sum := by
dsimp only
let S := policyDescriptorList (fun n => d.mass n-(n:ℝ)/(d.N:ℝ)) d.N d.q d.a d.t
let f : PairMaskIndex → ℝ → ℂ := fun a t =>
(descriptorAngleMask d.Q d.ρ d.mass d.N d.lam d.sig d.J d.i a.1 (![z.1,z.2] a.2) t : ℂ)
have hf : ∀ a ∈ pairMaskIndices S, ContDiff ℝ ∞ (f a) := by
intro a ha
exact Complex.ofRealCLM.contDiff.comp
(descriptorAngleMask_contDiff d.Q hQ d.ρ d.mass d.N d.lam d.sig d.J d.i a.1 (![z.1,z.2] a.2))
simp_rw [pairMaskSymbol_product]
change inverseStationaryOperator j (fun t => ∏ a ∈ pairMaskIndices S, f a t) θ = _
rw [inverseLeibnizTerms_expansion j (pairMaskIndices S) f hf]
apply congrArg List.sum
apply List.map_congr_left
intro a ha
change a.1 * assignedDerivProduct (pairMaskIndices S)
(fun b t => (descriptorAngleMask d.Q d.ρ d.mass d.N d.lam d.sig d.J d.i b.1 (![z.1,z.2] b.2) t : ℂ)) a.2 θ = _
rw [paired_assignment_normalized _ _ _ hQ]
rfl
end PositiveDistanceData
end PlanarFalconer
end OAI