Convex Optimization 在線電子書 圖書標籤: 數學 optimization 機器學習 優化 ConvexOptimization convex Mathematics Optimization
發表於2024-06-18
Convex Optimization 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
大體算是讀過吧 偏重理論
評分Boyd真是牛得發指啊
評分據說這本書非常經典。我猜大傢喜歡它的原因是:上課沒聽明白之後,心想看看教材吧,然後打開書,“俺娘來,老師真仗義啊,這書一行也看不懂呢!”
評分青春迴憶,一本令人愉悅的教材
評分這本書寫得挺好,很容易讀懂。(嗯,導緻我日常翹作者的課。
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.
看起来是厚厚的一本大部头,读起来并不太费力。它给出的实例多而好用、覆盖面全,不需要太深刻的数学功底,对于复杂的定理性质等也不强调证明,而是着眼于几何意义和实际用途,直观易懂。 作者本身的工科背景使得这本书在工业问题和计算机等实用方面的优点更为突出,数学依据...
評分看起来是厚厚的一本大部头,读起来并不太费力。它给出的实例多而好用、覆盖面全,不需要太深刻的数学功底,对于复杂的定理性质等也不强调证明,而是着眼于几何意义和实际用途,直观易懂。 作者本身的工科背景使得这本书在工业问题和计算机等实用方面的优点更为突出,数学依据...
評分强大的数学工具----凸优化! 用于解决很多工程问题 无数科学研究者在这上面砸无数文章 这本书是对凸优化最全面的介绍 但是阅读前最好有较好的矩阵论运算的基础 比如向量分解,特征值分解等等 学完此书再看些文章可以感觉你真正学到了东西!!
評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
評分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...
Convex Optimization 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024