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Finite Energy Under Quadratic Domination

Proved
LevyStochCalc.Brownian.Ito.lintegral_energy_lt_top_of_bound_readable

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

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

This vendored technical lemma proves finiteness of a square-integrated energy under pointwise domination.

Let Ω\OmegaΩ be a measurable space with measure PPP, and let H1,H2,K:Ω×R→RH_1,H_2,K:\Omega\times\mathbb R\to\mathbb RH1​,H2​,K:Ω×R→R. Assume:

  1. For every (ω,s)(\omega,s)(ω,s),
∥K(ω,s)∥e2≤2(∥H1(ω,s)∥e2+∥H2(ω,s)∥e2).\|K(\omega,s)\|_e^2 \leq 2\left(\|H_1(\omega,s)\|_e^2+\|H_2(\omega,s)\|_e^2\right).∥K(ω,s)∥e2​≤2(∥H1​(ω,s)∥e2​+∥H2​(ω,s)∥e2​).
  1. The uncurried functions H1H_1H1​ and H2H_2H2​ are measurable.
  2. For every T>0T>0T>0, the double ENNReal energy integrals of H1H_1H1​ and H2H_2H2​ over Ω×[0,T]\Omega\times[0,T]Ω×[0,T] are strictly below ∞\infty∞.

Then, for every T>0T>0T>0, the corresponding double energy integral of KKK is also strictly below ∞\infty∞:

∫Ω∫[0,T]∥K(ω,s)∥e2 ds dP(ω)<∞.\int_\Omega\int_{[0,T]} \|K(\omega,s)\|_e^2\,ds\,dP(\omega)<\infty.∫Ω​∫[0,T]​∥K(ω,s)∥e2​dsdP(ω)<∞.

No probability-measure instance is required by the theorem. This is a technical integrability tool for Itô-integrand constructions.

Original Lean declaration header

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

theorem lintegral_energy_lt_top_of_bound {K : Ω → ℝ → ℝ}
    (hbound : ∀ ω s, (‖K ω s‖₊ : ℝ≥0∞) ^ 2
      ≤ 2 * ((‖H₁ ω s‖₊ : ℝ≥0∞) ^ 2 + (‖H₂ ω s‖₊ : ℝ≥0∞) ^ 2))
    (hm₁ : Measurable (Function.uncurry H₁)) (hm₂ : Measurable (Function.uncurry H₂))
    (hq₁ : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H₁ ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤)
    (hq₂ : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H₂ ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤) :
    ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖K ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤

Module navigation

Module: LevyStochCalc/Brownian/ItoLinear.

Previous: lintegral_energy_parallelogram · Next: lintegral_energy_const_mul.

Source excerpt, lines 104–113 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ItoLinear

/-
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/ItoLinear.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
open MeasureTheory ProbabilityTheory
open scoped NNReal ENNReal
universe u
variable {Ω : Type u} [MeasurableSpace Ω] {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
variable {H₁ H₂ : Ω → ℝ → ℝ}
omit [IsProbabilityMeasure P]
Formal statement

theorem LevyStochCalc.Brownian.Ito.lintegral_energy_lt_top_of_bound_readable {K : Ω → ℝ → ℝ}
    (hbound : ∀ ω s, (‖K ω s‖₊ : ℝ≥0∞) ^ 2
      ≤ 2 * ((‖H₁ ω s‖₊ : ℝ≥0∞) ^ 2 + (‖H₂ ω s‖₊ : ℝ≥0∞) ^ 2))
    (hm₁ : Measurable (Function.uncurry H₁)) (hm₂ : Measurable (Function.uncurry H₂))
    (hq₁ : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H₁ ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤)
    (hq₂ : ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖H₂ ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤) :
    ∀ T, 0 < T → ∫⁻ ω, ∫⁻ s in Set.Icc (0 : ℝ) T,
      (‖K ω s‖₊ : ℝ≥0∞) ^ 2 ∂volume ∂P < ⊤ := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ItoLinear.lean#L101-L135 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ItoLinear`, declaration `LevyStochCalc.Brownian.Ito.lintegral_energy_lt_top_of_bound`; 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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