A New Smoothing Newton Method for Symmetric Cone Complementarity Problems

被引:0
|
作者
Liu, Lixia [1 ]
Liu, Sanyang [1 ]
机构
[1] Xidian Univ, Dept Appl Math, Xian 710071, Peoples R China
关键词
Symmetric cone; Complementarity; Smoothing Newton method; Global convergence; Q-quadratical convergence; MERIT FUNCTIONS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Based on a new smoothing function, a smoothing Newton-type method is proposed for the solution of symmetric cone complementarity problems (SCCP). The proposed algorithm solves only one linear system of equations and performs only one line search at each iteration. Moreover, it does neither have restrictions on its starting point nor need additional computation which keep the iteration sequence staying in the given neighborhood. Finally, the global and Q-quadratical convergence is shown. Numerical results suggest that the method is effective.
引用
收藏
页码:199 / 208
页数:10
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