Duality for Nonsmooth Optimization Problems with Equilibrium Constraints, Using Convexificators

Duality for Nonsmooth Optimization Problems with Equilibrium Constraints, Using Convexificators

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Article ID: iaor20163666
Volume: 171
Issue: 2
Start Page Number: 694
End Page Number: 707
Publication Date: Nov 2016
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: heuristics, programming: convex
Abstract:

In this paper, we consider optimization problems with equilibrium constraints. We study the Wolfe‐type dual problem for the optimization problems with equilibrium constraints under the convexity assumptions using convexificators. A Mond–Weir‐type dual problem is also formulated and studied for the optimization problems with equilibrium constraints under convexity and generalized convexity assumptions using convexificators. Weak duality theorems are established to relate the optimization problems with equilibrium constraints and two dual programs in the framework of convexificators. Further, strong duality theorems are obtained under generalized standard Abadie constraint qualification.

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