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Abstract
We show that if X is a Banach space whose dual X∗ has an equivalent locally uniformly rotund (LUR) norm, then for every open convex U⊆X, for every real number ε>0, and for every continuous and convex function f:U→R (not necessarily bounded on bounded sets) there exists a convex function g:U→R of class C1(U) such that f−ε≤g≤f on U. We also show how the problem of global approximation of {\em continuous} (not necessarily bounded on bounded sets) convex functions by Ck smooth convex functions can be reduced to the problem of global approximation of {\em Lipschitz} convex functions by Ck smooth convex functions.
Author information
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DA
Daniel Azagra
ICMAT, Dep. de Análisis Matemático, Facultad Ciencias Matemáticas, Universidad Complutense, 28040 Madrid, Spain
D. Azagra, C. Mudarra. “Global Approximation of Convex Functions by Differentiable Convex Functions on Banach Spaces.” Journal of Convex Analysis 22 (2015), No. 4, 1197–1205.