Finite Real Minimum on a Bounded Effective Domain
ProvedFunctionalInequalities.Analysis.exists_real_global_minimum_of_bounded_domain_readablefunctional-inequalitieskls-conjecturekls-modularkls-readablelog-concave
Let be a finite-dimensional real inner-product normed space, let , and let . Assume for every , some value of is finite, is lower semicontinuous, and every point where lies in the closed ball . Then there exist and such that
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).