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Bounded Evaluation of a Simple Predictable Integrand

Proved
LevyStochCalc.Brownian.Ito.SimplePredictable.abs_eval_le_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concavevendored-levystochcalc

This technical lemma bounds every evaluation of a simple predictable integrand by a uniform coefficient bound.

Let HHH be a SimplePredictable integrand on Ω\OmegaΩ with time horizon TTT, and let C≥0C\ge0C≥0. Assume that every coefficient ξi(ω)\xi_i(\omega)ξi​(ω) satisfies ∣ξi(ω)∣≤C|\xi_i(\omega)|\le C∣ξi​(ω)∣≤C for every tile index iii and every ω∈Ω\omega\in\Omegaω∈Ω. Then, for every time s∈Rs\in\mathbb Rs∈R and every ω∈Ω\omega\in\Omegaω∈Ω,

∣H.eval⁡(s,ω)∣≤C.|H.\operatorname{eval}(s,\omega)|\le C.∣H.eval(s,ω)∣≤C.

The statement uses the Lean definition SimplePredictable.eval. It also covers times outside all partition tiles, where the evaluation is zero. This bound is used to transfer coefficient bounds to the associated elementary integral.

Original Lean declaration header

Within namespace LevyStochCalc.Brownian.Ito. Shown in its original module context. Proof omitted.

theorem SimplePredictable.abs_eval_le {T : ℝ} (H : SimplePredictable Ω T) {C : ℝ} (hC0 : 0 ≤ C)
    (hC : ∀ (i : Fin H.N) (ω : Ω), |H.ξ i ω| ≤ C) (s : ℝ) (ω : Ω) : |H.eval s ω| ≤ C

Module navigation

Module: LevyStochCalc/Brownian/ItoIncrementMomentRestrict.

Definition modules: LevyStochCalc/Brownian/ItoSimpleIntegrand.

Next: SimplePredictable.varClock_le_Ioc.

Source excerpt, lines 60–61 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ItoIncrementMomentRestrict

/-
Copyright (c) 2026 Christian Garry. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Christian Garry
-/
-- Vendored from https://github.com/cgarryZA/LevyStochCalc at commit 984dbf0b790031eac05d56fe5a84b65e15e1e932 (upstream path LevyStochCalc/Brownian/ItoIncrementMomentRestrict.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
universe u
variable {Ω : Type u} [MeasurableSpace Ω]
Formal statement

theorem LevyStochCalc.Brownian.Ito.SimplePredictable.abs_eval_le_readable {T : ℝ} (H : SimplePredictable Ω T) {C : ℝ} (hC0 : 0 ≤ C)
    (hC : ∀ (i : Fin H.N) (ω : Ω), |H.ξ i ω| ≤ C) (s : ℝ) (ω : Ω) : |H.eval s ω| ≤ C := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ItoIncrementMomentRestrict.lean#L59-L73 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ItoIncrementMomentRestrict`, declaration `LevyStochCalc.Brownian.Ito.SimplePredictable.abs_eval_le`; the repository is private at upload time). Vendored from https://github.com/cgarryZA/LevyStochCalc at commit 984dbf0b790031eac05d56fe5a84b65e15e1e932 (Apache-2.0; upstream copyright notice retained in the Lean text).

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