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求解线性约束不可微凸规划变尺度法
引用本文:于德江,施光燕.求解线性约束不可微凸规划变尺度法[J].辽宁大学学报(自然科学版),1993,20(1):35-41.
作者姓名:于德江  施光燕
作者单位:[1]辽宁省信息中心 [2]大连理工大学
摘    要:本文探讨了求解线性约束不可微凸规划极小问题,给出了一类高阶算法,该算法模仿了变尺度思想,应用了Kiwiel1]聚合次梯度思想,试图改善逼近程度,提高收敛速度,并证明了算法有较好的收敛性。

关 键 词:不可微凸规划  高阶算法  变尺度法

Variable Metric Method for Solving Linear Constrained Nonsmooth Convex Programming
Yu Dejiang Liaoning Province Information Center,Shi Guangyan Dalian University of Technologe.Variable Metric Method for Solving Linear Constrained Nonsmooth Convex Programming[J].Journal of Liaoning University(Natural Sciences Edition),1993,20(1):35-41.
Authors:Yu Dejiang Liaoning Province Information Center  Shi Guangyan Dalian University of Technologe
Institution:Yu Dejiang Liaoning Province Information Center Shi Guangyan Dalian University of Technologe
Abstract:This paper discusses a class of linear constrained nonsmooth convex programming,an algorithems was given,which was derived by combing kiwiel' s aggregate subgrabient and variable metric method,so as to improve degree of approximation and rate of convergence,also was proved to have good convergence property.
Keywords:Nonsmooth convex programming  Higher-order algorithem  Variable metric method  Aggregate subgradient
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