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Global Optimality Conditions for Nonconvex Optimization
Authors:Alexander S Strekalovsky
Institution:(1) Mathematical Faculty, Irkutsk State University, Irkutsk, Russia e-mail
Abstract:In this paper we give an analytical equivalent for the inclusion of a set to the Lebesque set of a convex function. Using this results, we obtain global optimality conditions (GOC) related to classical optimization theory for convex maximization and reverse-convex optimization. Several examples illustrate the effectiveness of these optimality conditions allowing to escape from stationary points and local extremums.
Keywords:Lebesque set  Normal cone  Extreme points  Subdifferential
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