Global convergence properties of some iterative methods for linear complementarity problems

被引:43
作者
Kanzow, C
机构
[1] Institute of Applied Mathematics, University of Hamburg, D-20146 Hamburg
关键词
linear complementarity; Newton's method; global convergence;
D O I
10.1137/0806019
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The subject of this work is a class of iterative methods for solving the linear complementarity problem (LCP). These methods are based on a reformulation of the LCP consisting of a (usually) differentiable system of nonlinear equations, to which Neu ton's method is applied. Thus, the algorithms are locally Q-quadratically convergent. Furthermore, global convergence results for these methods are proved for LCPs associated with R(0)-, nondegenerate, and P-matrices. Finally, some promising numerical results are reported for both constructed and randomly generated problems.
引用
收藏
页码:326 / 341
页数:16
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