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Finite termination of a smoothing-type algorithm for the monotone affine variational inequality problem
Authors:Ping Wang  Na Zhao
Affiliation:Department of Mathematics, School of Science, Tianjin University, Tianjin 3000072, PR China
Abstract:In this paper, we consider the monotone affine variational inequality problem (AVIP for short). Based on a smooth reformulation of the AVIP, we propose a Newton-type method to solve the monotone AVIP, where a testing procedure is embedded into our algorithm. Under mild assumptions, we show that the proposed algorithm may find a maximally complementary solution to the monotone AVIP in a finite number of iterations. Preliminary numerical results are reported.
Keywords:Affine variational inequality problem   Smoothing-type method   Maximally complementary solution   Finite termination
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