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Finite Real Minimum on a Bounded Effective Domain

Proved
FunctionalInequalities.Analysis.exists_real_global_minimum_of_bounded_domain_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

Let EEE be a finite-dimensional real inner-product normed space, let ϕ:E→R‾\phi:E\to\overline{\mathbb R}ϕ:E→R, and let L∈[0,∞)L\in[0,\infty)L∈[0,∞). Assume ϕ(y)≠−∞\phi(y)\ne-\inftyϕ(y)=−∞ for every yyy, some value of ϕ\phiϕ is finite, ϕ\phiϕ is lower semicontinuous, and every point where ϕ(y)≠+∞\phi(y)\ne+\inftyϕ(y)=+∞ lies in the closed ball B‾(0,L)\overline B(0,L)B(0,L). Then there exist a∈B‾(0,L)a\in\overline B(0,L)a∈B(0,L) and m∈Rm\in\mathbb Rm∈R such that

ϕ(a)=mandm≤ϕ(y) for every y∈E.\phi(a)=m\quad\text{and}\quad m\le\phi(y)\ \text{for every }y\in E.ϕ(a)=mandm≤ϕ(y) for every y∈E.

The conclusion explicitly produces a real-valued global minimum after excluding both extended-real infinities.

Original Lean declaration header

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

theorem exists_real_global_minimum_of_bounded_domain
    (φ : E → EReal) (L : NNReal)
    (hbot : ∀ y, φ y ≠ ⊥)
    (hfinite : ∃ y, φ y ≠ ⊤)
    (hlsc : LowerSemicontinuous φ)
    (hdom : ∀ y, φ y ≠ ⊤ → y ∈ closedBall (0 : E) (L : ℝ)) :
    ∃ a ∈ closedBall (0 : E) (L : ℝ), ∃ m : ℝ,
      φ a = (m : EReal) ∧ ∀ y, (m : EReal) ≤ φ y

Module navigation

Module: Analysis/Convex/BoundedConjugate.

Previous: closedBallCap_lowerSemicontinuous · Next: legendre_le_of_real_lower_bound.

Source excerpt, lines 72–79 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Convex_BoundedConjugate

open MeasureTheory Set Metric
variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E]
  [FiniteDimensional ℝ E] [MeasurableSpace E] [BorelSpace E]
omit [MeasurableSpace E] [BorelSpace E]
Formal statement

theorem FunctionalInequalities.Analysis.exists_real_global_minimum_of_bounded_domain_readable
    (φ : E → EReal) (L : NNReal)
    (hbot : ∀ y, φ y ≠ ⊥)
    (hfinite : ∃ y, φ y ≠ ⊤)
    (hlsc : LowerSemicontinuous φ)
    (hdom : ∀ y, φ y ≠ ⊤ → y ∈ closedBall (0 : E) (L : ℝ)) :
    ∃ a ∈ closedBall (0 : E) (L : ℝ), ∃ m : ℝ,
      φ a = (m : EReal) ∧ ∀ y, (m : EReal) ≤ φ y := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/Convex/BoundedConjugate.lean#L69-L102 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.Convex.BoundedConjugate`, declaration `FunctionalInequalities.Analysis.exists_real_global_minimum_of_bounded_domain`; the repository is private at upload time).

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