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Measurable Partition By Local-Slope Bands

Proved
FunctionalInequalities.Energy.LocalSlope.exists_partition_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This theorem constructs a measurable partition adapted to the local slope of a globally Lipschitz function.

Let VVV be a second-countable Borel measurable normed additive group, let f:V→Rf:V\to\mathbb Rf:V→R be globally LLL-Lipschitz with L∈[0,∞)L\in[0,\infty)L∈[0,∞), and let α>0\alpha>0α>0 be represented by NNReal. Then there exist sets Di⊆VD_i\subseteq VDi​⊆V and constants ci∈[0,∞)c_i\in[0,\infty)ci​∈[0,∞), indexed by i∈Ni\in\mathbb Ni∈N, such that

  1. every DiD_iDi​ is measurable;
  2. the sets DiD_iDi​ are pairwise disjoint and cover VVV;
  3. ci≤L+αc_i\le L+\alphaci​≤L+α for every iii;
  4. fff is cic_ici​-Lipschitz on DiD_iDi​;
  5. for every x∈Dix\in D_ix∈Di​,
ci≤apply⁡(f,x)+α.c_i\le \operatorname{apply}(f,x)+\alpha.ci​≤apply(f,x)+α.

The Lean declaration is exists_partition_readable. The local slope and the final comparison are expressed in ENNReal, while LLL, α\alphaα, and cic_ici​ are nonnegative real constants represented by NNReal. This is a technical partition lemma used in patching arguments.

Original Lean declaration header

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

theorem exists_partition {f : V → ℝ} {L : ℝ≥0} (hf : LipschitzWith L f) {α : ℝ≥0} (hα : 0 < α) :
    ∃ (D : ℕ → Set V) (c : ℕ → ℝ≥0),
      (∀ i, MeasurableSet (D i)) ∧ Pairwise (Function.onFun Disjoint D) ∧
      (⋃ i, D i) = Set.univ ∧ (∀ i, c i ≤ L + α) ∧
      (∀ i, LipschitzOnWith (c i) f (D i)) ∧
      (∀ i, ∀ x ∈ D i, ((c i : ℝ≥0∞)) ≤ apply f x + (α : ℝ≥0∞))

Module navigation

Module: Energy/Euclidean/Slope/Density.

Definition modules: Energy/LocalSlope/Basic.

Supporting theorems: lowerSemicontinuous_secant.

Previous: exists_patch_of_isCompact · Next: exists_patch.

Source excerpt, lines 567–572 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Energy_Euclidean_Slope_Density

open scoped ENNReal NNReal ContDiff
universe u
variable {V : Type u} [NormedAddCommGroup V] [InnerProductSpace ℝ V] [CompleteSpace V]
  [MeasurableSpace V] [BorelSpace V] [SecondCountableTopology V] [FiniteDimensional ℝ V]
omit [InnerProductSpace ℝ V] [CompleteSpace V] [FiniteDimensional ℝ V]
Formal statement

theorem FunctionalInequalities.Energy.LocalSlope.exists_partition_readable {f : V → ℝ} {L : ℝ≥0} (hf : LipschitzWith L f) {α : ℝ≥0} (hα : 0 < α) :
    ∃ (D : ℕ → Set V) (c : ℕ → ℝ≥0),
      (∀ i, MeasurableSet (D i)) ∧ Pairwise (Function.onFun Disjoint D) ∧
      (⋃ i, D i) = Set.univ ∧ (∀ i, c i ≤ L + α) ∧
      (∀ i, LipschitzOnWith (c i) f (D i)) ∧
      (∀ i, ∀ x ∈ D i, ((c i : ℝ≥0∞)) ≤ apply f x + (α : ℝ≥0∞)) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Energy/Euclidean/Slope/Density.lean#L563-L679 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Energy.Euclidean.Slope.Density`, declaration `FunctionalInequalities.Energy.LocalSlope.exists_partition`; the repository is private at upload time).

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