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arXiv · 1909.04848

Epiconvergence, the Moreau envelope and generalized linear-quadratic functions

Chayne Planiden·Xianfu Wang
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Abstract

This work introduces the class of generalized linear-quadratic functions, constructed using maximally monotone symmetric linear relations. Calculus rules and properties of the Moreau envelope for this class of functions are developed. In finite dimensions, on a metric space defined by Moreau envelopes, we consider the epigraphical limit of a sequence of quadratic functions and categorize the results. We explore the question of when a quadratic function is a Moreau envelope of a generalized linear-quadratic function; characterizations involving nonexpansiveness and Lipschitz continuity are established. This work generalizes some results by Hiriart-Urruty and by Rockafellar and Wets.

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Chayne Planiden, Xianfu Wang. 2019-09-11. Epiconvergence, the Moreau envelope and generalized linear-quadratic functions. https://doi.org/10.1007/s10957-018-1254-0

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