Uniform density of Lipschitz maps on the closed region
ProvedEthierKurtz.lipschitz_dense_closuremarkov-processesprobability
Uniform density of Lipschitz maps on the closed region.
Let be bounded. Every bounded continuous function on the closure is uniformly approximable by Lipschitz bounded continuous functions:
This is the approximation-theoretic half of the dense-range argument: the closure is compact metric, so Lipschitz maps are uniformly dense in continuous maps. It needs none of the elliptic hypotheses.
Formalization Note Lean states this over with Lipschitz constant ; only boundedness of is assumed.
Preamble
import Mathlib open Filter open scoped Topology BoundedContinuousFunction namespace EthierKurtz
Formal statement
/-- Uniform density of Lipschitz maps on the closed region: every bounded
continuous function on the closure of a bounded set is uniformly
approximable by Lipschitz bounded continuous functions, since the closure
is compact metric. -/
theorem lipschitz_dense_closure (n : ℕ)
(Ω : Set (EuclideanSpace ℝ (Fin (n + 1))))
(hbounded : Bornology.IsBounded Ω) :
∀ h : (closure Ω) →ᵇ ℝ, ∀ delta : ℝ, 0 < delta →
∃ h' : (closure Ω) →ᵇ ℝ, (∃ K : NNReal, LipschitzWith K ⇑h') ∧
‖h' - h‖ < delta := by sorry
Source
Approximation-theoretic lemma for Stewart N. Ethier and Thomas G. Kurtz, Markov Processes: Characterization and Convergence, Wiley, 1986. Chapter 8, Section 1, Theorem 1.5, printed p. 369 (PDF p. 378).