Convex Optimization 英文版 Boyd著；凸优化 中文版 王会宁译；中文版讲义；英文版答案等一系列资料都有。Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Var

Convex Optimization 英文版 Boyd著；凸优化 中文版 王会宁译；中文版讲义；英文版答案等一系列资料都有。Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Var

交替方向乘子法（ADMM）在分布式优化和统计学习中的应用

优化理论方面的经典之作，Stephen Boyd的凸优化理论，英文原版。

Stephen Boyd 凸优化教材的课后习题答案，2022年的英文版。

This book is about convex optimization, a special class of mathematical optimization problems, which includes least-squares and linear programming problems. It is well known that least-squares and linear programming problems have a fairly complete theory, arise in a variety of applications, and can be solved numerically very efficiently. The basic point of this book is that the same can be said for the larger class of convex optimization problems

凸优化 中文版 清华大学 王书宁翻译。提供给学习凸优化的同学们交流分享。

凸优化王书宁译boyd的官方教学视频。《信息技术和电气工程学科国际知名教材中译本系列:凸优化》内容非常丰富。理论部分由4章构成，不仅涵盖了凸优化的所有基本概念和主要结果，还详细介绍了几类基本的凸优化问题以及将特殊的优化问题表述为凸优化问题的变换方法，这些内容对灵活运用凸优化知识解决实际问题非常有用。

Stephen Boyd的这本凸优化是非常好的参考书，学好了凸优化这个数学工具，对以后的压缩感知等其他问题的解决会有很大的帮助。

凸优化 Convex Optimization by Stephen Boyd 外加课本习题解析