OAI/Analysis/FactorGeneration/Correlation.lean

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4 declarations, 0 contain sorry, 0 declared as axioms

Scalar error budgets and lower bounds for perturbation correlation.

  1. theorem OAI.Generator.exists_correlation_parameter line 12
  2. theorem OAI.Generator.correlation_error_budget line 19

    Source documentation

    The strict nonlinear error budget in the manuscript, with its original constants.

    theorem correlation_error_budget {s α : ℝ} (hs : 0 < s) (hα : 0 < α)
        (hquarter : α < 1 / 4) (hsmall : α < s / 32) :
        s * (4 * α ^ 2 / (1 - 2 * α)) < α * s ^ 2 / 4 := by
    …
  3. theorem OAI.Generator.correlation_lower_bound line 34

    Source documentation

    Triangle-inequality step converting the correlation error into a lower bound.

    theorem correlation_lower_bound {s α δ : ℝ} (hs : 0 < s) (hα : 0 < α)
        (hquarter : α < 1 / 4) (hsmall : α < s / 32) {c : ℂ}
        (hc : ‖c - ((α * s ^ 2 / 2 : ℝ) : ℂ)‖ ≤
          s * (4 * α ^ 2 / (1 - 2 * α)) + δ) :
        α * s ^ 2 / 4 - δ ≤ ‖c‖ := by
    …
  4. theorem OAI.Generator.no_continuous_correlated_sequence line 48