Convex Optimization 在线电子书 图书标签: 数学 optimization 机器学习 优化 ConvexOptimization convex Mathematics Optimization
发表于2025-06-05
Convex Optimization 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025
前面的理论还是不错,易读。算法太少,作者好像只懂内点法
评分书本身写得循序渐进、非常结构化,读起来很轻松。个人感觉理论部分受益最多,应用部分因为有learning的经验读起来很爽,算法实现部分中的收敛性分析如果觉得难跳过也不影响阅读。没做习题,回头再说。总之,好书一本。
评分Boyd讲课太欢乐
评分classic introductory book on convex opt
评分花了一周时间看了前面五章。作者写得明白易懂,不是那种十分注重证明的数学书,适合工科背景的人看(作者写此书的初衷也是这个)。最让我喜欢的一点是,此书有不少篇幅是讲如何将一个看似不像凸优化的问题化成凸优化问题的形式,已经优化问题的转化。这个是很重要的内容,解决了我之前看论文的一个重大困惑!
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. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.
凸优化课程的教材 内容相当全面,从基础的凸分析到后面的算法收敛性分析 里面那几章的application很实用 但是本书有些内容写的相对简化,部分结论没有写推导,如果要仔细看这书的话,需要自己推导一些内容 总之,看过之后还是很有收获的
评分Copyright in this book is held by Cambridge University Press, who have kindly agreed to allow us to keep the book available on the web. http://www.stanford.edu/~boyd/cvxbook/ you will find e-book and the exercises answer book. Cheers --- All the conte...
评分Copyright in this book is held by Cambridge University Press, who have kindly agreed to allow us to keep the book available on the web. http://www.stanford.edu/~boyd/cvxbook/ you will find e-book and the exercises answer book. Cheers --- All the conte...
评分本书是我目前为止读过的最难的书籍之一,上一本天书是《纯粹理性批判》,两书以截然不同的方式抽象世界、认识世界,但都以同样的方式碾压了我微不足道的智力。 本书分三大部分,采用多次阅读逐渐深入的方法,读了两个月,第一部分理论读3遍,理解30%;第二部分应用读5遍,理解7...
评分凸优化课程的教材 内容相当全面,从基础的凸分析到后面的算法收敛性分析 里面那几章的application很实用 但是本书有些内容写的相对简化,部分结论没有写推导,如果要仔细看这书的话,需要自己推导一些内容 总之,看过之后还是很有收获的
Convex Optimization 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025