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Integrability Under Affine Subtraction

Proved
FunctionalInequalities.Probability.MomentMeasure.affineSubtract_potentialIntegrable_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This states that affine subtraction preserves potential integrability under a first-moment hypothesis.

Let μ\muμ be a finite measure on a real inner-product space, let f:E→R‾f:E\to\overline{\mathbb R}f:E→R be potential-integrable with respect to μ\muμ, and let a∈Ea\in Ea∈E, b∈Rb\in\mathbb Rb∈R. Assume the identity map is integrable:

∫∥x∥ dμ(x)<∞.\int\|x\|\,d\mu(x)<\infty.∫∥x∥dμ(x)<∞.

Then affineSubtract f a b is also potential-integrable with respect to μ\muμ. No Borel-space instance is required by the statement, and no supporting affine plane is assumed.

Original Lean declaration header

Within namespace FunctionalInequalities.Probability.MomentMeasure. Shown in its original module context. Proof omitted.

theorem affineSubtract_potentialIntegrable
    (f : E → EReal) (a : E) (b : ℝ) (hf : PotentialIntegrable f μ)
    (hfirst : Integrable (fun x : E => x) μ) :
    PotentialIntegrable (affineSubtract f a b) μ

Module navigation

Module: Probability/MomentMeasure/Affine.

Definition modules: Analysis/Convex/Affine, Probability/MomentMeasure/Basic.

Next: integral_affineSubtract.

Source excerpt, lines 70–73 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Probability_MomentMeasure_Affine

open FunctionalInequalities.Analysis
open MeasureTheory
variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
  [MeasurableSpace E] [BorelSpace E] {μ : MeasureTheory.Measure E}
variable [MeasureTheory.IsFiniteMeasure μ]
omit [BorelSpace E]
Formal statement

theorem FunctionalInequalities.Probability.MomentMeasure.affineSubtract_potentialIntegrable_readable
    (f : E → EReal) (a : E) (b : ℝ) (hf : PotentialIntegrable f μ)
    (hfirst : Integrable (fun x : E => x) μ) :
    PotentialIntegrable (affineSubtract f a b) μ := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Probability/MomentMeasure/Affine.lean#L67-L91 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Probability.MomentMeasure.Affine`, declaration `FunctionalInequalities.Probability.MomentMeasure.affineSubtract_potentialIntegrable`; the repository is private at upload time).

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