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Title: KKT Points and Non-convexity
Authors: Pattnaik, S R
Keywords: Convex optimization
KKT conditions
Non-smooth functions
Issue Date: Jul-2014
Citation: Optimization 2014 Conference, School of Engineering, University of Minho,Guimaraes, Portugal,July 28-30, 2014
Abstract: Here, we consider a convex feasible set described by inequality constraints that are continuous and not necessarily Lipschitz or convex. We show that if the Slater constraint qualification and a non-degeneracy condition are satisfied, then the Karush-Kuhn-Tucker type optimality condition is both necessary and sufficient. In this way we extend previous results which are proved for Lipschitz and differentiable inequalities.
Description: Copyright belongs to proceeding publisher
Appears in Collections:Conference Papers

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