OAI/Probability/SLE/Gauge/CoverNumerics.lean
6 declarations, 0 contain sorry, 0 declared as axioms
The failure and residual-cover estimates used by the explicit gauge.
- lemma
OAI.SLEExactGauge.dense_cover_power_cancellationline 14Source documentation
The dimensions in the hit probability, covering cost, and grid count cancel.
lemma dense_cover_power_cancellation (κ : ℝ) {r : ℝ} (hr : 0 < r) : r ^ (-2 : ℝ) * r ^ dimension κ * r ^ codimension κ = 1 := by …Mentions: OAI.SLEExactGauge.dimension, OAI.SLEExactGauge.codimension
- lemma
OAI.SLEExactGauge.failure_product_le_expline 22 - theorem
OAI.SLEExactGauge.failure_window_le_stretchedExpline 31Source documentation
A linear number of tests, each succeeding with probability at least
n^(-1/2), has the stretched-exponential failure bound used in the paper.theorem failure_window_le_stretchedExp {n : ℝ} (hn : 1 ≤ n) (N : ℕ) (hN : n / 4 ≤ (N : ℝ)) : (1 - 1 / Real.sqrt n) ^ N ≤ Real.exp (-Real.sqrt n / 4) := by … - theorem
OAI.SLEExactGauge.logarithmic_cleanup_tendsto_zeroline 50Source documentation
A logarithmic correction cannot offset the stretched-exponential failure probability obtained from the finite sequence of adapted tests.
theorem logarithmic_cleanup_tendsto_zero {q c : ℝ} (hq : q ≤ 1) (hc : 0 < c) : Tendsto (fun x : ℝ => (Real.log x) ^ q * Real.exp (-c * Real.sqrt x)) atTop (𝓝 0) := by … - theorem
OAI.SLEExactGauge.explicit_cleanup_tendsto_zeroline 74 - theorem
OAI.SLEExactGauge.expected_missed_cell_costline 84Source documentation
Finite expected residual cost is the sum of each missed-cell probability times its deterministic covering cost.
theorem expected_missed_cell_cost {Ω ι : Type*} [MeasurableSpace Ω] (P : Measure Ω) (I : Finset ι) (missed : ι → Set Ω) (hm : ∀ i ∈ I, MeasurableSet (missed i)) (cost bound : ι → ℝ≥0∞) (hb : ∀ i ∈ I, P (missed i) ≤ bound i) : (∫⁻ ω, ∑ i ∈ I, (missed i).indicator (fun _ => cost i) ω ∂P) ≤ ∑ i ∈ I, cost i * bound i := by …