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A globally convergent descent method for nonsmooth variational inequalities
Authors:Barbara Panicucci  Massimo Pappalardo  Mauro Passacantando
Institution:(1) Department of Applied Mathematics, University of Pisa, via Buonarroti 1/c, 56127 Pisa, Italy
Abstract:We propose a descent method via gap functions for solving nonsmooth variational inequalities with a locally Lipschitz operator. Assuming monotone operator (not necessarily strongly monotone) and bounded domain, we show that the method with an Armijo-type line search is globally convergent. Finally, we report some numerical experiments. This work has been supported by the National Research Program PRIN/2005017083 “Innovative Problems and Methods in Nonlinear Optimization”.
Keywords:Nonsmooth variational inequality  Monotone map  Gap function  Descent method
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