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
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.