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Clamped Increment Expansion for Simple Integrals

Proved
LevyStochCalc.Brownian.Ito.simpleIntegral_sub_eq_clamp_sum_readable

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

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

For a Brownian motion WWW, a simple predictable integrand HHH, times s≤ts\le ts≤t, and ω∈Ω\omega\in\Omegaω∈Ω, define the clamped partition point ci=max⁡{s,min⁡{H.partition(i),t}}c_i=\max\{s,\min\{H.\mathrm{partition}(i),t\}\}ci​=max{s,min{H.partition(i),t}}. The simple Itô integral satisfies

simpleIntegral(W,H,t,ω)−simpleIntegral(W,H,s,ω)=∑i∈Fin(H.N)H.ξ(i,ω)(Wci+1(ω)−Wci(ω)).\mathrm{simpleIntegral}(W,H,t,\omega)-\mathrm{simpleIntegral}(W,H,s,\omega) =\sum_{i\in\mathrm{Fin}(H.N)}H.\xi(i,\omega)\bigl(W_{c_{i+1}}(\omega)-W_{c_i}(\omega)\bigr).simpleIntegral(W,H,t,ω)−simpleIntegral(W,H,s,ω)=i∈Fin(H.N)∑​H.ξ(i,ω)(Wci+1​​(ω)−Wci​​(ω)).

The probability assumption on PPP is part of the declaration, although the identity is pointwise. This provides the partition-level representation used in conditional Itô-isometry calculations.

Original Lean declaration header

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

lemma simpleIntegral_sub_eq_clamp_sum
    {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
    (W : LevyStochCalc.Brownian.BrownianMotion P)
    {T : ℝ} (H : SimplePredictable Ω T) {s t : ℝ} (hst : s ≤ t) (ω : Ω) :
    simpleIntegral W H t ω - simpleIntegral W H s ω
      = ∑ i : Fin H.N, H.ξ i ω * (W.W (max s (min (H.partition i.succ) t)) ω
          - W.W (max s (min (H.partition i.castSucc) t)) ω)

Module navigation

Module: LevyStochCalc/Brownian/ItoL2CompletionCompensator.

Definition modules: LevyStochCalc/Brownian/Construction, LevyStochCalc/Brownian/ItoSimpleIntegrand.

Previous: offDiagonal_increment_integral_zero_weighted · Next: simpleIntegral_sub_sq_bochner_clamped_weighted.

Source excerpt, lines 140–146 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ItoL2CompletionCompensator

/-
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/ItoL2CompletionCompensator.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

lemma LevyStochCalc.Brownian.Ito.simpleIntegral_sub_eq_clamp_sum_readable
    {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
    (W : LevyStochCalc.Brownian.BrownianMotion P)
    {T : ℝ} (H : SimplePredictable Ω T) {s t : ℝ} (hst : s ≤ t) (ω : Ω) :
    simpleIntegral W H t ω - simpleIntegral W H s ω
      = ∑ i : Fin H.N, H.ξ i ω * (W.W (max s (min (H.partition i.succ) t)) ω
          - W.W (max s (min (H.partition i.castSucc) t)) ω) := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ItoL2CompletionCompensator.lean#L134-L166 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ItoL2CompletionCompensator`, declaration `LevyStochCalc.Brownian.Ito.simpleIntegral_sub_eq_clamp_sum`; 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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