于波

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:吉林大学

学位:博士

所在单位:数学科学学院

学科:计算数学. 金融数学与保险精算

电子邮箱:yubo@dlut.edu.cn

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Truncated newton method for solving minimax problems

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论文类型:会议论文

发表时间:2012-06-23

收录刊物:EI、Scopus

页面范围:256-260

摘要:An exact method for solving the problem of minimizing the maximum of a finite number of functions consists of solving a sequence of subproblems when quadratic approximations to the functions are employed in the determination of a search direction. For problems of large size, solving the subproblems exactly can be very expensive. In this paper we study truncated methods for solving the minimax problem. In such a truncated method, the subproblems and quadratic subproblems are solved only up to a certain degree of accuracy. The necessary accuracies that are needed to preserve the nice features of the exact method are established. The numerical results show that this method is efficient. ? 2012 IEEE.