Convex Optimization pdf epub mobi txt 电子书下载 2024

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Stephen Boyd

Cambridge University Press

2004-3-8

727

USD 90.00

Hardcover

9780521833783

图书标签: 数学 optimization 机器学习优化 ConvexOptimization convex Mathematics Optimization

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发表于2024-12-23

Convex Optimization epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Convex Optimization pdf epub mobi txt 电子书下载 2024

图书描述

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 下载 mobi epub pdf txt 电子书