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.