Smooth approximation of convex functions in Banach spaces |
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Authors: | Linxin Cheng Shaoxiong Chen |
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Affiliation: | Department of Mathematics, Xiamen University, Xiamen, Fujian 361005, PR China |
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Abstract: | This paper shows that every extended-real-valued lower semi-continuous proper (respectively Lipschitzian) convex function defined on an Asplund space can be represented as the point-wise limit (respectively uniform limit on every bounded set) of a sequence of Lipschitzian convex functions which are locally affine (hence, C∞) at all points of a dense open subset; and shows an analogous for w∗-lower semi-continuous proper (respectively Lipschitzian) convex functions defined on dual spaces whose pre-duals have the Radon-Nikodym property. |
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Keywords: | Fré chet differentiability Convex functions Approximation Radon-Nikodym property |
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