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Smooth-Test and Local-Slope Poincaré Equivalence

Proved
FunctionalInequalities.Poincare.SmoothTest.holds_iff_localSlope_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is an equivalence between two Poincaré test classes.

Let EEE be a finite-dimensional real inner-product normed space with Borel and second-countable structure. Let ν\nuν be a probability measure and mmm an additive Haar measure, and assume ν≪m\nu\ll mν≪m. For every finite nonnegative constant C∈NNRealC\in\mathbb{NNReal}C∈NNReal,

SmoothTest.Holds(ν,C)  ⟺  LocalSlope.Holds(ν,C).\mathrm{SmoothTest.Holds}(\nu,C) \iff \mathrm{LocalSlope.Holds}(\nu,C).SmoothTest.Holds(ν,C)⟺LocalSlope.Holds(ν,C).

The two predicates use their respective Lean-defined finite-energy test domains. The result is an exact equivalence, not merely a comparison of optimal constants; it imposes no log-concavity or moment hypothesis.

Original Lean declaration header

Within namespace FunctionalInequalities.Poincare.SmoothTest. Shown in its original module context. Proof omitted.

theorem holds_iff_localSlope (ν : ProbabilityMeasure E) (m : Measure E)
    [Measure.IsAddHaarMeasure m] (hν : (ν : Measure E) ≪ m) (C : NNReal) :
    Holds (ν : Measure E) (C : ℝ) ↔ Poincare.LocalSlope.Holds ν C

Module navigation

Module: Poincare/LocalSlope/SmoothTestComparison.

Definition modules: Poincare/LocalSlope/Basic, Poincare/SmoothTest/Basic.

Supporting theorems: admissible_iff_memLp_gradient, apply_eq_norm_gradient.

Source excerpt, lines 71–73 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Poincare_LocalSlope_SmoothTestComparison

open MeasureTheory Filter Topology
variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [CompleteSpace E]
  [MeasurableSpace E] [BorelSpace E] [SecondCountableTopology E] [FiniteDimensional ℝ E]
Formal statement

theorem FunctionalInequalities.Poincare.SmoothTest.holds_iff_localSlope_readable (ν : ProbabilityMeasure E) (m : Measure E)
    [Measure.IsAddHaarMeasure m] (hν : (ν : Measure E) ≪ m) (C : NNReal) :
    Holds (ν : Measure E) (C : ℝ) ↔ Poincare.LocalSlope.Holds ν C := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Poincare/LocalSlope/SmoothTestComparison.lean#L69-L118 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Poincare.LocalSlope.SmoothTestComparison`, declaration `FunctionalInequalities.Poincare.SmoothTest.holds_iff_localSlope`; the repository is private at upload time).

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