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LeanPool.AnomalousDiffusion.AVenhance.Infra.FullTheorem.LemmaU.Optimize

Lemma U: the final cutoff optimisation #

Abstract real arithmetic. Given the low/high Fourier split bound X ≤ S² (h (80 κ K² + B²/κ) + 1/(9K²) + B²/(36 κ² K²)) for every integer cutoff K ≥ 1, the choice K = ⌈h^{-1/4} κ^{-3/4}⌉ gives √X ≤ 20 (1+B) κ^{-1/2} h^{1/4} S.

theorem AVenhance.Infra.FullTheorem.LemmaU.optimize_core {u v B S X K : ℝ} (hu0 : 0 < u) (hu1 : u ≤ 1) (hv0 : 0 < v) (hv1 : v ≤ 1) (hB : 0 ≤ B) (hKx : 1 / (u * v ^ 3) ≤ K) (hK2 : K ≤ 2 / (u * v ^ 3)) (hX : X ≤ S ^ 2 * (u ^ 4 * (80 * v ^ 4 * K ^ 2 + B ^ 2 / v ^ 4) + 1 / (9 * K ^ 2) + B ^ 2 / (36 * (v ^ 4) ^ 2 * K ^ 2))) :
X ≤ (20 * (1 + B) * u * S / v ^ 2) ^ 2

Core inequality in the variables u = h^{1/4}, v = κ^{1/4}.

theorem AVenhance.Infra.FullTheorem.LemmaU.lemmaU_optimize {h κ B S X : ℝ} (hh : 0 < h) (hh1 : h ≤ 1) (hκ : 0 < κ) (hκ1 : κ ≤ 1) (hB : 0 ≤ B) (hS : 0 ≤ S) (hX : ∀ (K : ℕ), 1 ≤ K → X ≤ S ^ 2 * (h * (80 * κ * ↑K ^ 2 + B ^ 2 / κ) + 1 / (9 * ↑K ^ 2) + B ^ 2 / (36 * κ ^ 2 * ↑K ^ 2))) :
√X ≤ 20 * (1 + B) / √κ * h ^ (1 / 4) * S

The final square-root optimisation of Lemma U.