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A GLOBALLY DERIVTIVE-FREE DESCENT METHOD FOR NONLINEAR COMPLEMENTARITY PROBLEMS 被引量:2
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作者 Hou-duo Qi (Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and System Sciences, Chinese Academy of Sciences, Beijing, 100080, China) Yu-zhong Zhang (Institute of Operation Research, QuFu Normal Univer 《Journal of Computational Mathematics》 SCIE CSCD 2000年第3期251-264,共14页
Based on a class of functions, which generalize the squared Fischer-Burmeister NCP function and have many desirable properties as the latter function has, we reformulate nonlinear complementarity problem (NCP for shor... Based on a class of functions, which generalize the squared Fischer-Burmeister NCP function and have many desirable properties as the latter function has, we reformulate nonlinear complementarity problem (NCP for short) as an equivalent unconstrained optimization problem, for which we propose a derivative-free de- scent method in monotone case. We show its global convergence under some mild conditions. If F, the function involved in NCP, is Ro-function, the optimization problem has bounded level sets. A local property of the merit function is discussed. Finally, we report some numerical results. 展开更多
关键词 Complementarity problem NCP-function unconstrained minimization method derivative-free descent method
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线性二阶锥权互补问题的非单调无导数下降算法
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作者 迟晓妮 崔然然 +1 位作者 张所滨 朱宁 《信阳师范学院学报(自然科学版)》 CAS 北大核心 2022年第2期185-191,共7页
提出非单调无导数下降算法,用于求解线性二阶锥权互补问题。构造一个效益函数,分析其水平集有界性。提出的算法在计算步长时进行非单调线搜索,搜索方向在一定假设下满足下降条件。理论证明算法全局收敛,数值结果验证算法有效。
关键词 线性二阶锥权互补问题 效益函数 非单调线搜索 无导数下降算法
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