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Equivalence of variational inequality problems to unconstrained minimization
Authors:Ji-Ming Peng
Institution:(1) State Key Laboratory of Scientific and Engineering Computing, Institute of Computational Mathematics and Scientific/Engineering Computing, Academic Sinica, P.O. Box 2719, 100080 Beijing, China
Abstract:In this paper we propose a class of merit functions for variational inequality problems (VI). Through these merit functions, the variational inequality problem is cast as unconstrained minimization problem. We estimate the growth rate of these merit functions and give conditions under which the stationary points of these functions are the solutions of VI. This work was supported by the state key project “Scientific and Engineering Computing”.
Keywords:Variational equality problem  Complementarity problem  Unconstrained optimization
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