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Convex Analysis读书介绍

类别 页数 译者 网友评分 年代 出版社
书籍 469页 10.0 2020 Princeton University Press
定价 出版日期 最近访问 访问指数
USD 75.00 2020-02-20 … 2020-03-14 … 93
主题/类型/题材/标签
数学,凸分析,convex,优化,Math,机器学习,analysis,Optimization,
作者
Ralph Tyrell Rockafellar      ISBN:9780691015866    原作名/别名:《》
内容和作者简介
Convex Analysis摘要

Available for the first time in paperback, R. Tyrrell Rockafellar's classic study presents readers with a coherent branch of nonlinear mathematical analysis that is especially suited to the study of optimization problems. Rockafellar's theory differs from classical analysis in that differentiability assumptions are replaced by convexity assumptions. The topics treated in this v...

作者简介

Available for the first time in paperback, R. Tyrrell Rockafellar's classic study presents readers with a coherent branch of nonlinear mathematical analysis that is especially suited to the study of optimization problems. Rockafellar's theory differs from classical analysis in that differentiability assumptions are replaced by convexity assumptions. The topics treated in this volume include: systems of inequalities, the minimum or maximum of a convex function over a convex set, Lagrange multipliers, minimax theorems and duality, as well as basic results about the structure of convex sets and the continuity and differentiability of convex functions and saddle-functions. This book has firmly established a new and vital area not only for pure mathematics but also for applications to economics and engineering. A sound knowledge of linear algebra and introductory real analysis should provide readers with sufficient background for this book. There is also a guide for the reader who may be using the book as an introduction, indicating which parts are essential and which may be skipped on a first reading.

本书后续版本
未发行或暂未收录
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