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求解随机线性互补问题的半光滑投影牛顿算法

Semismooth Projected Newton Method for Solving Stochastic Linear Complementarity Problems
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摘要 考虑只有有限个随机变量的随机线性互补问题,先将其转化为约束极小化问题,再利用半光滑投影牛顿算法求解该极小化问题,并给出了相应的数值实验.结果表明所给算法有效. A class of stochastic linear complementarity problems with finitely many realizations was considered.First we reformulated it as a constrained minimization problem.Then we presented a semismooth projected Newton method to solve the minimization problem.Finally,we gave some numerical results to demonstrate the effectiveness of our method.
作者 魏潇 张璐
出处 《吉林大学学报(理学版)》 CAS CSCD 北大核心 2015年第1期27-32,共6页 Journal of Jilin University:Science Edition
基金 国家自然科学基金(批准号:61072144 61179040) 中央高校基本科研业务费专项基金(批准号:K50513100007)
关键词 随机线性互补问题 半光滑投影牛顿算法 约束极小化问题 EV模型 stochastic linear complementarity problem semismooth projected Newton method constrained minimization problem EV formulation
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参考文献17

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