OAI/Analysis/LipschitzHilbert/Estimates/CountParameters.lean
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Numerical parameters for the simultaneous direction count
The final steps in §6: a fixed polynomial times a Gaussian tail is below any prescribed exponential budget, and the chosen direction bound has the required factor-one-hundred margin.
- theorem
OAI.LipschitzHilbert.polynomial_gaussian_le_exponentialline 23Source documentation
An explicit sufficient lower bound for the count-exception budget.
theorem polynomial_gaussian_le_exponential {C c J a L : ℝ} (hC : 0 < C) (hc : 0 < c) (hL : 1 ≤ L) (hlarge : (|Real.log C| + |a| + J) / c ≤ L) : C * L ^ a * Real.exp (-c * L ^ 2) ≤ Real.exp (-J * L) := by … - theorem
OAI.LipschitzHilbert.eventually_polynomial_gaussian_le_exponentialline 54Source documentation
The exceptional budget holds for all sufficiently large
L, with no dependence on the number of tops or scales.theorem eventually_polynomial_gaussian_le_exponential (C a J : ℝ) {c : ℝ} (hC : 0 < C) (hc : 0 < c) : ∀ᶠ L : ℝ in atTop, C * L ^ a * Real.exp (-c * L ^ 2) ≤ Real.exp (-J * L) := by … - theorem
OAI.LipschitzHilbert.count_threshold_productline 62Source documentation
theta=L^(-a)andLambda=L^(a+2)give the exact quadratic tail.theorem count_threshold_product {L : ℝ} (hL : 0 < L) (a : ℝ) : L ^ (-a) * L ^ (a + 2) = L ^ 2 := by … - theorem
OAI.LipschitzHilbert.count_direction_marginline 70Source documentation
The manuscript's
D=L^(a+4)absorbs the count threshold and the reference direction with the stated factor-one-hundred margin.theorem count_direction_margin {L a : ℝ} (hL : 15 ≤ L) (ha : 0 ≤ a) : 1 + L ^ (a + 2) ≤ L ^ (a + 4) / 100 := by … - theorem
OAI.LipschitzHilbert.count_power_budgetline 88Source documentation
With
K=L^k,P=L^p,p≥k,theta=L^(-a)andlambda=L^(a+2), the complete reference-family prefactor is absorbed by the exact Gaussian rate supplied by angular counting.theorem count_power_budget {L k p a c J : ℝ} (hL : 1 ≤ L) (hkp : k ≤ p) (hc : 0 ≤ c) (hlarge : 240 * (1 + c) * (|Real.log 768| + |2 * p| + J) ≤ L) : 384 * L ^ k * (L ^ k + L ^ p) * Real.exp (-(L ^ (-a) * L ^ (a + 2)) / (240 * (1 + c))) ≤ Real.exp (-J * L) := by … - theorem
OAI.LipschitzHilbert.eventually_count_power_budgetline 123