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Strongly convex functions, Moreau envelopes and the generic nature of convex functions with strong minimizers

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posted on 2024-11-15, 08:56 authored by Chayne PlanidenChayne Planiden, Xianfu Wang
In this work, using Moreau envelopes, we define a complete metric for the set of proper lower semicontinuous convex functions. Under this metric, the convergence of each sequence of convex functions is epiconvergence. We show that the set of strongly convex functions is dense but it is only of the first category. On the other hand, it is shown that the set of convex functions with strong minima is of the second category.

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Citation

Planiden, C. & Wang, X. (2016). Strongly convex functions, Moreau envelopes and the generic nature of convex functions with strong minimizers. SIAM Journal on Optimization, 26 (2), 1341-1364.

Journal title

SIAM Journal on Optimization

Volume

26

Issue

2

Pagination

1341-1364

Language

English

RIS ID

121658

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