English

Global approximation of convex functions by differentiable convex functions on Banach spaces

Functional Analysis 2014-11-04 v1

Abstract

We show that if XX is a Banach space whose dual XX^{*} has an equivalent locally uniformly rotund (LUR) norm, then for every open convex UXU\subseteq X, for every ε>0\varepsilon >0, and for every continuous and convex function f:URf:U \rightarrow \mathbb{R} (not necessarily bounded on bounded sets) there exists a convex function g:XRg:X \rightarrow \mathbb{R} of class C1(U)C^1(U) such that fεgff-\varepsilon\leq g\leq f on U.U. We also show how the problem of global approximation of continuous (not necessarily bounded on bounded sets) and convex functions by CkC^k smooth convex functions can be reduced to the problem of global approximation of Lipschitz convex functions by CkC^k smooth convex functions.

Keywords

Cite

@article{arxiv.1411.0471,
  title  = {Global approximation of convex functions by differentiable convex functions on Banach spaces},
  author = {Daniel Azagra and Carlos Mudarra},
  journal= {arXiv preprint arXiv:1411.0471},
  year   = {2014}
}

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8 pages