Formulas for Asymptotic Functions via Conjugates, Directional Derivatives and Subdifferentials

Formulas for Asymptotic Functions via Conjugates, Directional Derivatives and Subdifferentials

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Article ID: iaor20171773
Volume: 173
Issue: 3
Start Page Number: 793
End Page Number: 811
Publication Date: Jun 2017
Journal: Journal of Optimization Theory and Applications
Authors:
Keywords: heuristics, programming: convex
Abstract:

The q‐asymptotic function is a new tool that permits to study nonconvex optimization problems with unbounded data. It is particularly useful when dealing with quasiconvex functions. In this paper, we obtain formulas for the q‐asymptotic function via c‐conjugates, directional derivatives and subdifferentials. We obtain them under lower semicontinuity or local Lipschitz assumptions. The well‐known formulas for the asymptotic function in the convex case are consequences of these ones. We obtain a new formula for the convex case.

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