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A New Class of Semismooth Newton-Type Methods for Nonlinear Complementarity Problems
Authors:Christian Kanzow  Helmut Kleinmichel
Institution:(1) Institute of Applied Mathematics, University of Hamburg, Bundesstrasse 55, D-20146 Hamburg, Germany;(2) Institute of Numerical Mathematics, Technical University of Dresden, D-01062 Dresden, Germany
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.
Keywords:nonlinear complementarity problems  Newton's method  generalized Jacobians  semismoothness  global convergence  quadratic convergence
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