A new class of semismooth Newton-type methods for nonlinear complementarity problems

A new class of semismooth Newton-type methods for nonlinear complementarity problems

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Article ID: iaor20002993
Country: Netherlands
Volume: 11
Issue: 3
Start Page Number: 227
End Page Number: 252
Publication Date: Dec 1998
Journal: Computational Optimization and Applications
Authors: ,
Keywords: gradient methods, computational analysis
Abstract:

We introduce a new, one-parametric class of NCP-functions. This class subsumes the Fischer function and reduces to the minimum function in a limiting case of the parameter. This new class of NCP-functions is used in order to reformulate the nonlinear complementarity problem as a nonsmooth system of equations. We present a detailed investigation of the properties of the equation operator, of the corresponding merit function as well as of a suitable semismooth Newton-type method. Finally, numerical results are presented for this method being applied to a number of test problems.

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