:D:D，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
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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！
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Last edited by 幻影无痕 on 2008-1-8 at 10:24 ]
