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【转帖】convex optimization【已搜无重复】
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 ，大家新年好！很荣幸由我来共享新年第一本书：convex optimization。在我们日常数据处理中，其实绝大部分的问题都是凸优化问题，因此，有一本介绍比较详细的书就显得弥足珍贵了。本书信息如下： Author:Stephen Boyd & Lieven Vandenberghe Address: Department of Electrical Engineering Stanford University; Electrical Engineering Department University of California, Los Angeles. Publisher: cambridge university press Publish data: First published 2004 Reprinted with corrections 2004 Reprinted with corrections 2006 Content: 1 Introduction I Theory: 2 Convex sets 3 Convex functions 4 Convex optimization problems 5 Duality II Applications 6 Approximation and fitting 7 Statistical estimation 8 Geometric problems III Algorithms 9 Unconstrained minimization 10 Equality constrained minimization 11 Interior-point methods Appendices A. Mathematical background B. Problems involving two quadratic functions C. Numerical linear algebra background References Notation Index 下载地址： http://media.imhb.cn/myspace/dow ... 055&huid=483979 username: xmc_dnp password: xmc_dnp123 最后祝所有的虫子们在2008年里更上一层楼，万事如意；愿小木虫在2008年里越办越好，提供越来越多的经典资源！ [ Last edited by 幻影无痕 on 2008-1-8 at 10:24 ] |
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