Convex Optimization pdf epub mobi txt 電子書下載 2024

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Stephen Boyd

Cambridge University Press

2004-3-8

727

USD 90.00

Hardcover

9780521833783

圖書標籤: 數學 optimization 機器學習優化 ConvexOptimization convex Mathematics Optimization

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发表于2024-08-02

Convex Optimization epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Convex Optimization pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Convex Optimization 下載 mobi epub pdf txt 電子書

著者簡介

圖書目錄

Convex Optimization pdf epub mobi txt 電子書下載

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用戶評價

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大贊

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大贊

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數值優化入門的好教材，比S.J.Wright的書更簡明易懂，而且有配套的公開課。

評分☆☆☆☆☆

Convex是n多領域的基礎知識，這本書仔細讀下來發現其實不難。推薦。

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Boyd講課太歡樂

讀後感

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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...

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”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...

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扫码关注公众号「图灵的猫」，点击“学习资料”菜单，可以获得海量python、机器学习、深度学习书籍、课程资源，以及书中对应习题答案和代码。后台回复SSR更有机场节点相送~ 我总结了深度学习、机器学习领域中所有会用到的数学知识，大家在制定计划时可以以这些知识点为脉络进...

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Convex Optimization pdf epub mobi txt 電子書下載 2024