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Locality of the Itô Integral at an Unreached Stopping Time

Proved
LevyStochCalc.Brownian.Ito.stochasticIntegralBrownian_stopped_eq_of_le_readable

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

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

This proves the local property of the Itô integral.

Let (Ω,A,P)(\Omega,\mathcal A,P)(Ω,A,P) be a probability space, let τ\tauτ be an F\mathcal FF-stopping time, and let WWW be a Brownian motion with Brownian filtration F\mathcal FF. Let HHH be jointly measurable and progressively measurable, and assume that for every T>0T>0T>0 its ENNReal energy is finite:

∫Ω∫[0,T]∥H(ω,s)∥+2 ds dP<⊤.\int_\Omega\int_{[0,T]}\|H(\omega,s)\|_+^2\,ds\,dP<\top.∫Ω​∫[0,T]​∥H(ω,s)∥+2​dsdP<⊤.

For every t>0t>0t>0, for PPP-almost every ω\omegaω such that t≤τ(ω)t\le\tau(\omega)t≤τ(ω), the integral of the stopped integrand agrees with the original integral:

It[stopped⁡(τ,H)](ω)=It[H](ω).I_t[\operatorname{stopped}(\tau,H)](\omega)=I_t[H](\omega).It​[stopped(τ,H)](ω)=It​[H](ω).

The conclusion is conditional on the event that the stopping time has not been reached by time ttt; the equality is not asserted outside that event.

Formalization Note. The stopping-time values and the comparison with ttt use WithTop ℝ; all finite-energy conditions are strict inequalities below ⊤\top⊤ in ENNReal.

Original Lean declaration header

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

theorem stochasticIntegralBrownian_stopped_eq_of_le
    (hτ : MeasureTheory.IsStoppingTime ℱ τ)
    {H : Ω → ℝ → ℝ} (hm : Measurable (Function.uncurry H))
    (hp : Probability.ProgressivelyMeasurable ℱ H)
    (hq : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤)
    {t : ℝ} (ht : 0 < t) :
    ∀ᵐ ω ∂P, ((t : ℝ) : WithTop ℝ) ≤ τ ω →
      stochasticIntegralBrownian W ℱ hℱ (Probability.stopped τ H)
          (Probability.measurable_uncurry_stopped hτ hm)
          (Probability.ProgressivelyMeasurable.stopped hτ hp)
          (energy_lt_top_of_abs_le (fun ω s => Probability.abs_stopped_le τ H ω s) hq) t ω
        = stochasticIntegralBrownian W ℱ hℱ H hm hp hq t ω

Module navigation

Module: LevyStochCalc/Brownian/ItoLocality.

Definition modules: LevyStochCalc/Brownian/ItoL2CompletionMaster, LevyStochCalc/Brownian/Filtered, LevyStochCalc/Probability/StoppedProgressive, LevyStochCalc/Brownian/Construction, LevyStochCalc/Probability/Progressive, LevyStochCalc/Brownian/ItoOptionalStopping.

Supporting theorems: eventually_gridStop_lt, gridStopAux_le_iff, stochasticIntegralBrownian_stopped.

Previous: eventually_gridStop_lt · Next: stochasticIntegralBrownian_congr_of_pos.

Source excerpt, lines 294–306 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ItoLocality

/-
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/ItoLocality.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
open MeasureTheory ProbabilityTheory
open scoped NNReal ENNReal Topology
universe u
variable {Ω : Type u} [MeasurableSpace Ω] {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
  (τ : Ω → WithTop ℝ)
variable (W : LevyStochCalc.Brownian.BrownianMotion P)
  (ℱ : MeasureTheory.Filtration ℝ ‹MeasurableSpace Ω›) (hℱ : LevyStochCalc.Brownian.IsBrownianFiltration W ℱ)
include hℱ
Formal statement

theorem LevyStochCalc.Brownian.Ito.stochasticIntegralBrownian_stopped_eq_of_le_readable
    (hτ : MeasureTheory.IsStoppingTime ℱ τ)
    {H : Ω → ℝ → ℝ} (hm : Measurable (Function.uncurry H))
    (hp : Probability.ProgressivelyMeasurable ℱ H)
    (hq : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤)
    {t : ℝ} (ht : 0 < t) :
    ∀ᵐ ω ∂P, ((t : ℝ) : WithTop ℝ) ≤ τ ω →
      stochasticIntegralBrownian W ℱ hℱ (Probability.stopped τ H)
          (Probability.measurable_uncurry_stopped hτ hm)
          (Probability.ProgressivelyMeasurable.stopped hτ hp)
          (energy_lt_top_of_abs_le (fun ω s => Probability.abs_stopped_le τ H ω s) hq) t ω
        = stochasticIntegralBrownian W ℱ hℱ H hm hp hq t ω := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ItoLocality.lean#L291-L500 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ItoLocality`, declaration `LevyStochCalc.Brownian.Ito.stochasticIntegralBrownian_stopped_eq_of_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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