圖書標籤: 數學 optimization 機器學習 優化 ConvexOptimization convex Mathematics Optimization
发表于2025-05-07
Convex Optimization pdf epub mobi txt 電子書 下載 2025
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.
前麵的理論還是不錯,易讀。算法太少,作者好像隻懂內點法
評分Stephen Boyd的幽默感在四次元……
評分Boyd真是牛得發指啊
評分Boyd講課太歡樂
評分Boyd真是牛得發指啊
这本书主要是面向实际应用。书中提供了凸优化的理论框架,但不强调复杂的定理证明。丰富的实例是这本书的特色。实例涉及的领域非常广例如通信,金融,机器学习等等。 Stephen教授在个人主页上提供了免费电子版本,而且还包含了习题以及相关数据和程序的下载。课程的讲义也可...
評分这本书主要是面向实际应用。书中提供了凸优化的理论框架,但不强调复杂的定理证明。丰富的实例是这本书的特色。实例涉及的领域非常广例如通信,金融,机器学习等等。 Stephen教授在个人主页上提供了免费电子版本,而且还包含了习题以及相关数据和程序的下载。课程的讲义也可...
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...
評分”初版即过时“ 这本书是相当尴尬的,记得英文是04年出的, 05-06年以后,这方面的求解方法大量涌现, 尤其是关于L1 L2范数的优化文章 压缩感知、sparse model在计算机视觉等领域的火热 直接推动了 L-p 范数优化的广泛研究 内点法(本书主要方法) 被当作 base method 来比...
評分这本书主要是面向实际应用。书中提供了凸优化的理论框架,但不强调复杂的定理证明。丰富的实例是这本书的特色。实例涉及的领域非常广例如通信,金融,机器学习等等。 Stephen教授在个人主页上提供了免费电子版本,而且还包含了习题以及相关数据和程序的下载。课程的讲义也可...
Convex Optimization pdf epub mobi txt 電子書 下載 2025