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2024-06-19

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

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圖書目錄

Convex Optimization pdf epub mobi txt 電子書下載

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用戶評價

評分☆☆☆☆☆

在看視頻的時候讀過這個書，給我感到最精彩的地方莫過於Lagrange Dual，給我的知識體係中添加瞭好大一塊缺失的東西

評分☆☆☆☆☆

青春迴憶，一本令人愉悅的教材

評分☆☆☆☆☆

在看視頻的時候讀過這個書，給我感到最精彩的地方莫過於Lagrange Dual，給我的知識體係中添加瞭好大一塊缺失的東西

評分☆☆☆☆☆

Stephen Boyd的幽默感在四次元……

評分☆☆☆☆☆

舒坦。。。

讀後感

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☆☆☆☆☆

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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Convex Optimization pdf epub mobi txt 電子書下載 2024