TY - JOUR
T1 - A regularization semismooth Newton method based on the generalized Fischer-Burmeister function for P0-NCPs
AU - Chen, Jein Shan
AU - Pan, Shaohua
PY - 2008/10/15
Y1 - 2008/10/15
N2 - We consider a regularization method for nonlinear complementarity problems with F being a P0-function which replaces the original problem with a sequence of the regularized complementarity problems. In this paper, this sequence of regularized complementarity problems are solved approximately by applying the generalized Newton method for an equivalent augmented system of equations, constructed by the generalized Fischer-Burmeister (FB) NCP-functions φp with p > 1. We test the performance of the regularization semismooth Newton method based on the family of NCP-functions through solving all test problems from MCPLIB. Numerical experiments indicate that the method associated with a smaller p, for example p ∈ [1.1, 2], usually has better numerical performance, and the generalized FB functions φp with p ∈ [1.1, 2) can be used as the substitutions for the FB function φ2.
AB - We consider a regularization method for nonlinear complementarity problems with F being a P0-function which replaces the original problem with a sequence of the regularized complementarity problems. In this paper, this sequence of regularized complementarity problems are solved approximately by applying the generalized Newton method for an equivalent augmented system of equations, constructed by the generalized Fischer-Burmeister (FB) NCP-functions φp with p > 1. We test the performance of the regularization semismooth Newton method based on the family of NCP-functions through solving all test problems from MCPLIB. Numerical experiments indicate that the method associated with a smaller p, for example p ∈ [1.1, 2], usually has better numerical performance, and the generalized FB functions φp with p ∈ [1.1, 2) can be used as the substitutions for the FB function φ2.
KW - Generalized Fischer-Burmeister function
KW - Nonlinear complementarity problem (NCP)
KW - P-function
KW - Semismooth Newton method
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U2 - 10.1016/j.cam.2007.08.020
DO - 10.1016/j.cam.2007.08.020
M3 - Article
AN - SCOPUS:47849106790
SN - 0377-0427
VL - 220
SP - 464
EP - 479
JO - Journal of Computational and Applied Mathematics
JF - Journal of Computational and Applied Mathematics
IS - 1-2
ER -