openAI-math-dataset / lean /OAI /NumberTheory /Ostmann /Tree /BadPrincipalConvolution.lean
roseking's picture
Add lean source and binary files (part 114)
a72760f verified
Raw History Blame Contribute Delete
6.04 kB
import OAI.NumberTheory.Ostmann.Tree.DoubleMellinEnergy
import OAI.NumberTheory.Ostmann.Tree.SpectralParts
namespace OAI
namespace Ostmann.FiniteField
noncomputable section
open scoped BigOperators ComplexConjugate
variable {p : ℕ} [Fact p.Prime]
theorem principalEnergy_mulInv (g : ZMod p → ℂ) (σ : (ZMod p)ˣ)
(χ ν ψ : MulChar (ZMod p) ℂ) (a : ZMod p) :
principalEnergy g σ χ (ν*ψ⁻¹) a=
if ψ=ν then ‖twistedPairFourier g σ χ 1 a‖^2 else 0 := by
classical
by_cases he : ψ=ν
· subst ψ
simp [principalEnergy]
· have hα : (ν*ψ⁻¹ : MulChar (ZMod p) ℂ)≠1 := by
intro hmul
exact he (mul_inv_eq_one.mp hmul).symm
simp [principalEnergy,he,hα]
theorem principalEnergy_total (g : ZMod p → ℂ) (σ : (ZMod p)ˣ)
(ν : MulChar (ZMod p) ℂ) (e : ZMod p ≃ ZMod p) (hg0 : g 0=0) (hg : l2Sq g≤1) :
(∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy g σ ψ (ν*χ⁻¹) (e a)) ≤ 2*(p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ) := by
classical
rw [Finset.sum_comm]
have he (ψ : MulChar (ZMod p) ℂ) :
(∑ χ : MulChar (ZMod p) ℂ,∑ a : ZMod p,principalEnergy g σ ψ (ν*χ⁻¹) (e a)) =
∑ a : ZMod p,‖twistedPairFourier g σ ψ 1 a‖^2 := by
rw [Finset.sum_comm]
simp_rw [principalEnergy_mulInv]
simp only [Finset.sum_ite_eq',Finset.mem_univ,ite_true]
exact e.sum_comp (fun a => ‖twistedPairFourier g σ ψ 1 a‖^2)
simp_rw [he]
exact (Finset.sum_le_sum (fun ψ _ => twistedPairFourier_energy g σ ψ 1)).trans
(pairFourthMass_total g hg0 hg)
theorem bad_mixed_left_bound (g h : ZMod p → ℂ) (σ τ : (ZMod p)ˣ)
(ν : MulChar (ZMod p) ℂ) (hg0 : g 0=0) (hg : l2Sq g≤1)
(hh0 : h 0=0) (hh : l2Sq h≤1) :
(∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
nonprincipalEnergy g σ χ (ν*ψ⁻¹) a*principalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) ≤
2*((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))^3/(p:ℝ) := by
let B : ℝ := (p:ℝ)⁻¹*((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))^2
calc
_ ≤ ∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
B*principalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a) := by
apply Finset.sum_le_sum
intro χ _
apply Finset.sum_le_sum
intro ψ _
apply Finset.sum_le_sum
intro a _
exact mul_le_mul_of_nonneg_right (nonprincipalEnergy_le g σ χ _ a hg0 hg)
(principalEnergy_nonneg h τ ψ _ (-a))
_ = B*(∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) := by simp only [Finset.mul_sum]
_ ≤ B*(2*(p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ)) :=
mul_le_mul_of_nonneg_left (principalEnergy_total h τ ν⁻¹ (Equiv.neg _) hh0 hh) (by dsimp [B]; positivity)
_ = _ := by dsimp [B]; ring
theorem bad_mixed_right_bound (g h : ZMod p → ℂ) (σ τ : (ZMod p)ˣ)
(ν : MulChar (ZMod p) ℂ) (hg0 : g 0=0) (hg : l2Sq g≤1)
(hh0 : h 0=0) (hh : l2Sq h≤1) :
(∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy g σ χ (ν*ψ⁻¹) a*nonprincipalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) ≤
2*((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))^3/(p:ℝ) := by
have he : (∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy g σ χ (ν*ψ⁻¹) a*nonprincipalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) =
∑ ψ : MulChar (ZMod p) ℂ,∑ χ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
nonprincipalEnergy h τ ψ (ν⁻¹*χ⁻¹) a*principalEnergy g σ χ (ν*ψ⁻¹) (-a) := by
rw [Finset.sum_comm]
apply Finset.sum_congr rfl
intro ψ _
apply Finset.sum_congr rfl
intro χ _
have hi := (Equiv.neg (ZMod p)).bijective.sum_comp
(fun a => nonprincipalEnergy h τ ψ (ν⁻¹*χ⁻¹) a*principalEnergy g σ χ (ν*ψ⁻¹) (-a))
simpa only [Equiv.neg_apply,neg_neg,mul_comm] using hi
rw [he]
simpa only [inv_inv] using bad_mixed_left_bound h g τ σ ν⁻¹ hh0 hh hg0 hg
theorem bad_principal_bound (g h : ZMod p → ℂ) (σ τ : (ZMod p)ˣ)
(ν : MulChar (ZMod p) ℂ) (hg0 : g 0=0) (hg : l2Sq g≤1)
(hh0 : h 0=0) (hh : l2Sq h≤1) :
(∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy g σ χ (ν*ψ⁻¹) a*principalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) ≤
(((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))*(correlationBound g:ℝ)^2+
(Fintype.card (ZMod p)ˣ:ℝ)⁻¹)^2 *
((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))^2 := by
classical
let B : ℝ := ((p:ℝ)/(Fintype.card (ZMod p)ˣ:ℝ))*(correlationBound g:ℝ)^2+
(Fintype.card (ZMod p)ˣ:ℝ)⁻¹
have he : (∑ χ : MulChar (ZMod p) ℂ,∑ ψ : MulChar (ZMod p) ℂ,∑ a : ZMod p,
principalEnergy g σ χ (ν*ψ⁻¹) a*principalEnergy h τ ψ (ν⁻¹*χ⁻¹) (-a)) =
∑ a : ZMod p, ‖twistedPairFourier g σ ν⁻¹ 1 a‖^2*‖twistedPairFourier h τ ν 1 (-a)‖^2 := by
rw [sum_three_rotate]
apply Finset.sum_congr rfl
intro a _
simp only [principalEnergy_mulInv,ite_mul,mul_ite,zero_mul,mul_zero]
simp
rw [he]
calc
_ ≤ ∑ a : ZMod p,B^2*‖twistedPairFourier h τ ν 1 (-a)‖^2 := by
apply Finset.sum_le_sum
intro a _
exact mul_le_mul_of_nonneg_right
(pow_le_pow_left₀ (norm_nonneg _) (norm_twistedPairFourier_principal_le g σ ν⁻¹ a hg0 hg) 2) (sq_nonneg _)
_ = B^2*(∑ a : ZMod p, ‖twistedPairFourier h τ ν 1 a‖^2) := by
rw [← Finset.mul_sum]
congr 1
exact (Equiv.neg (ZMod p)).bijective.sum_comp (fun a => ‖twistedPairFourier h τ ν 1 a‖^2)
_ ≤ B^2*pairFourthMass h ν := mul_le_mul_of_nonneg_left (twistedPairFourier_energy h τ ν 1) (sq_nonneg _)
_ ≤ _ := mul_le_mul_of_nonneg_left (pairFourthMass_basic_le h ν hh0 hh) (sq_nonneg _)
end
end Ostmann.FiniteField
end OAI