openAI-math-dataset / lean /OAI /NumberTheory /TwoPoint /Fourier /MajorArcPublishedRate.lean
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import OAI.NumberTheory.TwoPoint.Fourier.MajorArcDivisorBounds
import OAI.NumberTheory.TwoPoint.ShortIntervals.MRTArcRate
namespace OAI
/-! The common major/minor-arc parameter and its quantitative rates.
The fifth-root working length retains the published logarithmic error. -/
namespace TwoPointCorrelations
open Filter
noncomputable def majorArcParameter (L H M : ℝ) : ℝ :=
min ((Real.log H)^5) (min (L^(1/125:ℝ)) (Real.exp (M/3)))
lemma major_arc_parameter_bounds {L H M : ℝ} (hL : 1 ≤ L)
(hH : 1 ≤ Real.log H) (hM : 0 ≤ M) :
1 ≤ majorArcParameter L H M ∧
majorArcParameter L H M ≤ (Real.log H)^5 ∧
majorArcParameter L H M ≤ L^(1/125:ℝ) ∧
majorArcParameter L H M ≤ Real.exp (M/3) := by
exact ⟨le_min (one_le_pow₀ hH) (le_min
(Real.one_le_rpow hL (by norm_num)) (Real.one_le_exp (by positivity))),
min_le_left _ _, (min_le_right _ _).trans (min_le_left _ _),
(min_le_right _ _).trans (min_le_right _ _)⟩
noncomputable def majorArcWorkingError (W : ℝ) : ℝ :=
(1+Real.log W)*W^(-1/5:ℝ)
lemma major_arc_working_short {H : ℝ} (hH : 1 ≤ Real.log H)
(hHH : 1 ≤ Real.log (Real.log H)) :
majorArcWorkingError ((Real.log H)^5) ≤ 6*Real.log (Real.log H)/Real.log H := by
have hL : 0 < Real.log H := by linarith
have hp : ((Real.log H)^5)^(-1/5:ℝ) = (Real.log H)⁻¹ := by
rw [← Real.rpow_natCast,← Real.rpow_mul hL.le]
norm_num [Real.rpow_neg_one]
unfold majorArcWorkingError
rw [hp,Real.log_pow]
rw [mul_inv_le_iff₀ hL]
field_simp
norm_num
linarith
lemma major_arc_working_exponential {M : ℝ} (hM : 0 ≤ M) :
majorArcWorkingError (Real.exp (M/3)) ≤ 21*Real.exp (-M/20) := by
have hh := Real.add_one_le_exp (M/60)
have hcoef : 1+M/3 ≤ 21*Real.exp (M/60) := by
have he : 1 ≤ Real.exp (M/60) := Real.one_le_exp (by positivity)
linarith
unfold majorArcWorkingError
rw [Real.log_exp,Real.rpow_def_of_pos (Real.exp_pos _),Real.log_exp]
calc
_ ≤ (21*Real.exp (M/60))*Real.exp (M/3*(-1/5)) :=
mul_le_mul_of_nonneg_right hcoef (Real.exp_pos _).le
_ = _ := by
rw [mul_assoc,← Real.exp_add]
congr 2
ring
lemma major_arc_working_outer :
∀ᶠ L : ℝ in atTop,
majorArcWorkingError (L^(1/125:ℝ)) ≤ L^(-1/700:ℝ) := by
have hh := (isLittleO_log_rpow_atTop (show (0:ℝ)<3/17500 by norm_num)).bound
(show (0:ℝ)<1/2 by norm_num)
have hg := (tendsto_rpow_atTop (show (0:ℝ)<3/17500 by norm_num)).eventually
(eventually_ge_atTop (2:ℝ))
filter_upwards [hh,hg,eventually_ge_atTop (1:ℝ)] with L hh hg hL
have hL0 : 0 < L := by linarith
rw [Real.norm_eq_abs,abs_of_nonneg (Real.log_nonneg hL),Real.norm_eq_abs,
abs_of_nonneg (Real.rpow_nonneg hL0.le _)] at hh
have hp : (L^(1/125:ℝ))^(-1/5:ℝ)=L^(-1/625:ℝ) := by
rw [← Real.rpow_mul hL0.le]
norm_num
unfold majorArcWorkingError
rw [Real.log_rpow hL0,hp]
calc
_ ≤ L^(3/17500:ℝ)*L^(-1/625:ℝ) := by
apply mul_le_mul_of_nonneg_right _ (Real.rpow_nonneg hL0.le _)
nlinarith [Real.log_nonneg hL]
_ = _ := by rw [← Real.rpow_add hL0]; norm_num
lemma major_arc_working_min {a b : ℝ} (ha : 1 ≤ a) (hb : 1 ≤ b) :
majorArcWorkingError (min a b) ≤ majorArcWorkingError a+majorArcWorkingError b := by
have hfa : 0 ≤ majorArcWorkingError a :=
mul_nonneg (by linarith [Real.log_nonneg ha]) (Real.rpow_nonneg (by linarith) _)
have hfb : 0 ≤ majorArcWorkingError b :=
mul_nonneg (by linarith [Real.log_nonneg hb]) (Real.rpow_nonneg (by linarith) _)
rcases le_total a b with hab | hba
· rw [min_eq_left hab]
exact le_add_of_nonneg_right hfb
· rw [min_eq_right hba]
exact le_add_of_nonneg_left hfa
lemma major_arc_parameter_rate :
∀ᶠ L : ℝ in atTop, ∀ H M : ℝ, 1 ≤ Real.log H →
1 ≤ Real.log (Real.log H) → 0 ≤ M →
majorArcWorkingError (majorArcParameter L H M) ≤
6*Real.log (Real.log H)/Real.log H + L^(-1/700:ℝ)+21*Real.exp (-M/20) := by
filter_upwards [major_arc_working_outer,eventually_ge_atTop (1:ℝ)] with L houter hL
intro H M hH hHH hM
have ha : 1 ≤ (Real.log H)^5 := one_le_pow₀ hH
have hb : 1 ≤ L^(1/125:ℝ) := Real.one_le_rpow hL (by norm_num)
have hc : 1 ≤ Real.exp (M/3) := Real.one_le_exp (by positivity)
have hi := major_arc_working_min hb hc
have hj := major_arc_working_min ha (le_min hb hc)
change majorArcWorkingError (majorArcParameter L H M) ≤ _ at hj
linarith [major_arc_working_short hH hHH,major_arc_working_exponential hM]
theorem major_arc_sharp_energy_rate :
∀ᶠ L : ℝ in atTop, ∀ W : ℝ, 1 ≤ W → W ≤ L^(1/125:ℝ) →
Real.sqrt W*(1+Real.log W)*Real.sqrt (Real.log L/L^(1/80:ℝ)) ≤
101*L^(-1/700:ℝ) := by
have hs := (isLittleO_log_rpow_atTop (show (0:ℝ)<1/1000 by norm_num)).bound
(show (0:ℝ)<1 by norm_num)
filter_upwards [hs,eventually_ge_atTop (1:ℝ)] with L hs hL
have hL0 : 0 < L := by linarith
rw [Real.norm_eq_abs,abs_of_nonneg (Real.log_nonneg hL),Real.norm_eq_abs,
abs_of_nonneg (Real.rpow_nonneg hL0.le _),one_mul] at hs
intro W hW hWL
have hW0 : 0 < W := by linarith
have hmod : Real.sqrt W*W^(1/100:ℝ) ≤ L^(51/12500:ℝ) := by
rw [mrt_sqrt_modulus_power hW0]
calc
_ ≤ (L^(1/125:ℝ))^(51/100:ℝ) := Real.rpow_le_rpow hW0.le hWL (by norm_num)
_ = _ := by rw [← Real.rpow_mul hL0.le]; norm_num
have hratio : Real.log L/L^(1/80:ℝ) ≤ L^(-23/2000:ℝ) := by
calc
_ ≤ L^(1/1000:ℝ)/L^(1/80:ℝ) := div_le_div_of_nonneg_right hs (by positivity)
_ = _ := by rw [← Real.rpow_sub hL0]; norm_num
have hroot : Real.sqrt (Real.log L/L^(1/80:ℝ)) ≤ L^(-23/4000:ℝ) := by
calc
_ ≤ Real.sqrt (L^(-23/2000:ℝ)) := Real.sqrt_le_sqrt hratio
_ = _ := by rw [Real.sqrt_eq_rpow,← Real.rpow_mul hL0.le]; norm_num
calc
_ ≤ Real.sqrt W*(101*W^(1/100:ℝ))*Real.sqrt (Real.log L/L^(1/80:ℝ)) := by
gcongr
exact major_arc_log_overhead hW
_ = 101*((Real.sqrt W*W^(1/100:ℝ))*Real.sqrt (Real.log L/L^(1/80:ℝ))) := by ring
_ ≤ 101*(L^(51/12500:ℝ)*L^(-23/4000:ℝ)) := by
gcongr
_ = 101*L^(-167/100000:ℝ) := by rw [← Real.rpow_add hL0]; norm_num
_ ≤ _ := mul_le_mul_of_nonneg_left (Real.rpow_le_rpow_of_exponent_le hL (by norm_num)) (by norm_num)
lemma major_arc_sharp_distance_rate {W M : ℝ} (hW : 1 ≤ W) (hM : 0 ≤ M)
(hWM : W ≤ Real.exp (M/3)) :
Real.sqrt W*(1+Real.log W)*Real.exp (-2*M/5) ≤ 101*Real.exp (-M/20) := by
have hW0 : 0 < W := by linarith
calc
_ ≤ Real.sqrt W*(101*W^(1/100:ℝ))*Real.exp (-2*M/5) := by
gcongr
exact major_arc_log_overhead hW
_ = 101*(W^(51/100:ℝ)*Real.exp (-2*M/5)) := by
rw [← mrt_sqrt_modulus_power hW0]
ring
_ ≤ 101*((Real.exp (M/3))^(51/100:ℝ)*Real.exp (-2*M/5)) := by
gcongr
_ = 101*Real.exp (-23*M/100) := by
rw [Real.rpow_def_of_pos (Real.exp_pos _),Real.log_exp,← Real.exp_add]
congr 2
ring
_ ≤ _ := mul_le_mul_of_nonneg_left
(Real.exp_le_exp.mpr (by nlinarith only [hM])) (by norm_num)
lemma major_arc_inverse_working_rate {W : ℝ} (hW : 1 ≤ W) :
Real.sqrt W*(1+Real.log W)*W⁻¹ ≤ majorArcWorkingError W := by
have hW0 : 0 < W := by linarith
calc
_ = (1+Real.log W)*W^(-1/2:ℝ) := by
rw [Real.sqrt_eq_rpow,← Real.rpow_neg_one W]
calc
_ = (1+Real.log W)*(W^(1/2:ℝ)*W^(-1:ℝ)) := by ring
_ = _ := by rw [← Real.rpow_add hW0]; norm_num
_ ≤ _ := mul_le_mul_of_nonneg_left
(Real.rpow_le_rpow_of_exponent_le hW (by norm_num))
(by linarith [Real.log_nonneg hW])
theorem major_arc_weighted_energy_rate :
∀ᶠ L : ℝ in atTop, ∀ W M : ℝ, 1 ≤ W → W ≤ L^(1/125:ℝ) →
0 ≤ M → W ≤ Real.exp (M/3) →
Real.sqrt W*(1+Real.log W)*
(Real.exp (-2*M/5)+Real.sqrt (Real.log L/L^(1/80:ℝ))+W⁻¹) ≤
101*Real.exp (-M/20)+101*L^(-1/700:ℝ)+majorArcWorkingError W := by
filter_upwards [major_arc_sharp_energy_rate] with L henergy
intro W M hW hWL hM hWM
have hm := major_arc_sharp_distance_rate hW hM hWM
have he := henergy W hW hWL
have hi := major_arc_inverse_working_rate hW
calc
_ = Real.sqrt W*(1+Real.log W)*Real.exp (-2*M/5)+
Real.sqrt W*(1+Real.log W)*Real.sqrt (Real.log L/L^(1/80:ℝ))+
Real.sqrt W*(1+Real.log W)*W⁻¹ := by ring
_ ≤ _ := add_le_add (add_le_add hm he) hi
end TwoPointCorrelations
end OAI