On regularization in superreflexive Banach spaces by infimal convolution formulas

Abstract

We present here a new method for approximating functions defined on superreflexive Banach spaces by differentiable functions with $\alpha$-Hölder derivatives (for some $0<\alpha \le 1$). The smooth approximation is given by means of an explicit formula enjoying good properties from the minimization point of view. For instance, for any function $f$ which is bounded below and uniformly continuous on bounded sets this formula gives a sequence of $\Delta$-convex ${\Cal{C}}^{1,α}$ functions converging uniformly on bounded sets to $f$ and preserving the infimum and the set of minimizers of $f$. The techniques we develop are based on the use of {\sl extended inf-convolution} formulas and convexity properties such as the preservation of smoothness for the convex envelope of certain differentiable functions.