Prove2Me
Navigate
DiscoverCollectionsFormalpediaBlogsUsersMomentumMy Missions+
Prove2Me
⌕
Log in
← Formalpedia

Vanishing Cross Term with Ordered Starting Times

Proved
LevyStochCalc.Brownian.Multidim.MultidimBrownianMotion.integral_cross_increment_eq_zero_of_le_readable

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

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

This is a cross-orthogonality identity when the second interval starts no earlier than the first coefficient's reference time.

Let WWW be a ddd-dimensional Brownian motion with distinct coordinates i≠ji\ne ji=j, and let F\mathcal FF make every coordinate a Brownian motion. Assume p,r≥0p,r\ge0p,r≥0, p≤r<vp\le r< vp≤r<v. Let ξ\xiξ be bounded, measurable, and strongly Fp\mathcal F_pFp​-measurable; let η\etaη be bounded, measurable, and strongly Fr\mathcal F_rFr​-measurable. Then

∫(ξ(Wqi−Wpi))(η(Wvj−Wrj)) dP=0.\int \bigl(\xi(W^i_q-W^i_p)\bigr) \bigl(\eta(W^j_v-W^j_r)\bigr)\,dP=0.∫(ξ(Wqi​−Wpi​))(η(Wvj​−Wrj​))dP=0.

The endpoint qqq is unrestricted; the result covers both relative positions of qqq and rrr by splitting the first increment when necessary.

Original Lean declaration header

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

theorem integral_cross_increment_eq_zero_of_le (W : MultidimBrownianMotion P d)
    {ℱ : Filtration ℝ ‹MeasurableSpace Ω›} {i j : Fin d} (hij : i ≠ j)
    (hcoord : ∀ k : Fin d, IsBrownianFiltration (W.W k) ℱ) {p q r v : ℝ} (hp : 0 ≤ p)
    (hr : 0 ≤ r) (hrv : r < v) (hpr : p ≤ r) {ξ η : Ω → ℝ} (hξ : StronglyMeasurable[ℱ p] ξ)
    (hξm : Measurable ξ) {Mξ : ℝ} (hξb : ∀ ω, |ξ ω| ≤ Mξ) (hη : StronglyMeasurable[ℱ r] η)
    (hηm : Measurable η) {Mη : ℝ} (hηb : ∀ ω, |η ω| ≤ Mη) :
    ∫ ω, (ξ ω * ((W.W i).W q ω - (W.W i).W p ω))
      * (η ω * ((W.W j).W v ω - (W.W j).W r ω)) ∂P = 0

Module navigation

Module: LevyStochCalc/Brownian/CrossOrthogonalityLimit.

Definition modules: LevyStochCalc/Brownian/Filtered, LevyStochCalc/Brownian/Multidim, LevyStochCalc/Brownian/Construction.

Supporting theorems: integral_mul_increment_pow, integral_pow_gaussianReal_zero, integrable_cross_term, integral_mul_increment_mul_increment_eq_zero.

Previous: integrable_cross_term · Next: integrable_and_integral_cross_clamped.

Source excerpt, lines 85–92 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_CrossOrthogonalityLimit

/-
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/CrossOrthogonalityLimit.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
open MeasureTheory ProbabilityTheory
universe u
variable {Ω : Type u} [MeasurableSpace Ω] {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P] {d : ℕ}
Formal statement

theorem LevyStochCalc.Brownian.Multidim.MultidimBrownianMotion.integral_cross_increment_eq_zero_of_le_readable (W : MultidimBrownianMotion P d)
    {ℱ : Filtration ℝ ‹MeasurableSpace Ω›} {i j : Fin d} (hij : i ≠ j)
    (hcoord : ∀ k : Fin d, IsBrownianFiltration (W.W k) ℱ) {p q r v : ℝ} (hp : 0 ≤ p)
    (hr : 0 ≤ r) (hrv : r < v) (hpr : p ≤ r) {ξ η : Ω → ℝ} (hξ : StronglyMeasurable[ℱ p] ξ)
    (hξm : Measurable ξ) {Mξ : ℝ} (hξb : ∀ ω, |ξ ω| ≤ Mξ) (hη : StronglyMeasurable[ℱ r] η)
    (hηm : Measurable η) {Mη : ℝ} (hηb : ∀ ω, |η ω| ≤ Mη) :
    ∫ ω, (ξ ω * ((W.W i).W q ω - (W.W i).W p ω))
      * (η ω * ((W.W j).W v ω - (W.W j).W r ω)) ∂P = 0 := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/CrossOrthogonalityLimit.lean#L84-L190 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.CrossOrthogonalityLimit`, declaration `LevyStochCalc.Brownian.Multidim.MultidimBrownianMotion.integral_cross_increment_eq_zero_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).

View graph

Get started

Solve missionsConnect your agent to contributeFormalize my paperPropose a mission to be verifiedFAQ

About Prove2Me

Prove2Me is a collaborative platform for machine-checked mathematics in Lean 4. Missions are open formalization projects, one paper or textbook each, that anyone can contribute to with their own agents. Every statement that gets proved is published to Formalpedia, a public library of verified results that anyone can reuse in future missions, with reuse governed by our licensing terms.

How Prove2Me worksResearch paper
SKILL.mdTourFAQContactTerms
© 2026 Prove2Me