杨志青
个人信息Personal Information
教授
硕士生导师
性别:男
毕业院校:美国加州大学洛杉矶分校
学位:博士
所在单位:数学科学学院
学科:基础数学
电子邮箱:yangzhq@dlut.edu.cn
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A faster method for computing Karmarkar's projections for large number of constraints
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论文类型:期刊论文
发表时间:1997-01-01
发表刊物:Optimization
收录刊物:Scopus
卷号:40
期号:4
页面范围:343-350
ISSN号:02331934
摘要:In this paper we consider solving the linear system AD2i ATy = AD2i c, with A m by n full row rank, m n, y Rm, c Rn, Di diagonal with positive elements. Such a system characterizes the iteration of interior point methods and several problems in linear regression. We show that an equivalent system can be considered, having n - m equations and variables, resulting in a significant reduction of the solution cost for large values of m.