Self-dual Smooth Approximations of Convex Functions via the Proximal Average

Mathematics – Functional Analysis

Scientific paper

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Scientific paper

The proximal average of two convex functions has proven to be a useful tool
in convex analysis. In this note, we express Goebel's self-dual smoothing
operator in terms of the proximal average, which allows us to give a simple
proof of self duality. We also provide a novel self-dual smoothing operator.
Both operators are illustrated by smoothing the norm.

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