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Concrete Test Below A Strict Relaxed-Energy Bound

Proved
FunctionalInequalities.Energy.PreEnergy.exists_test_near_of_relaxation_lt_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is an approximation-selection lemma for sequential relaxation.

Let XXX be a pseudometric space, let PPP be a pre-energy on XXX, let x∈Xx\in Xx∈X, and let B∈[0,∞]B\in[0,\infty]B∈[0,∞] be an ENNReal bound. Assume the relaxed energy is strictly below BBB:

P.sequentialRelaxation⁡(x)<B.P.\operatorname{sequentialRelaxation}(x)<B.P.sequentialRelaxation(x)<B.

For every real radius ε>0\varepsilon>0ε>0, there exists a concrete test f∈P.Test⁡f\in P.\operatorname{Test}f∈P.Test such that

dist⁡(P.toAmbient⁡(f),x)<εand(P.energy⁡(f):ENNReal⁡)<B.\operatorname{dist}(P.\operatorname{toAmbient}(f),x)<\varepsilon \quad\text{and}\quad (P.\operatorname{energy}(f):\operatorname{ENNReal})<B.dist(P.toAmbient(f),x)<εand(P.energy(f):ENNReal)<B.

The Lean declaration is exists_test_near_of_relaxation_lt_readable. The strict relaxed-energy hypothesis and strict energy conclusion are essential parts of the statement; it does not assert attainment of a minimum.

Original Lean declaration header

Within namespace FunctionalInequalities.Energy.PreEnergy. Shown in its original module context. Proof omitted.

theorem exists_test_near_of_relaxation_lt {x : X} {bound : ENNReal}
    (hbound : P.sequentialRelaxation x < bound) {ε : ℝ} (hε : 0 < ε) :
    ∃ f : P.Test, dist (P.toAmbient f) x < ε ∧ (P.energy f : ENNReal) < bound

Module navigation

Module: Energy/Relaxation/Approximation.

Definition modules: Energy/Form/Functional, Energy/Relaxation/Basic.

Source excerpt, lines 31–33 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Energy_Relaxation_Approximation

universe u
variable {X : Type u} [PseudoMetricSpace X] (P : FunctionalInequalities.Energy.PreEnergy X)
Formal statement

theorem FunctionalInequalities.Energy.PreEnergy.exists_test_near_of_relaxation_lt_readable {x : X} {bound : ENNReal}
    (hbound : P.sequentialRelaxation x < bound) {ε : ℝ} (hε : 0 < ε) :
    ∃ f : P.Test, dist (P.toAmbient f) x < ε ∧ (P.energy f : ENNReal) < bound := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Energy/Relaxation/Approximation.lean#L29-L45 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Energy.Relaxation.Approximation`, declaration `FunctionalInequalities.Energy.PreEnergy.exists_test_near_of_relaxation_lt`; the repository is private at upload time).

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