A new class of smoothing functions and a smoothing Newton method for complementarity problems

A new class of smoothing functions and a smoothing Newton method for complementarity problems

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Article ID: iaor20132053
Volume: 7
Issue: 3
Start Page Number: 481
End Page Number: 497
Publication Date: Mar 2013
Journal: Optimization Letters
Authors: ,
Keywords: Newton method
Abstract:

In this paper, we introduce a new class of smoothing functions, which include some popular smoothing complementarity functions. We show that the new smoothing functions possess a system of favorite properties. The existence and continuity of a smooth path for solving the nonlinear complementarity problem (NCP) with a P 0 function are discussed. The Jacobian consistency of this class of smoothing functions is analyzed. Based on the new smoothing functions, we investigate a smoothing Newton algorithm for the NCP and discuss its global and local superlinear convergence. Some preliminary numerical results are reported.

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