Robust Optimization pdf epub mobi txt 电子书 下载 2024

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Robust Optimization

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出版社: Princeton University P...
ISBN:9780691143682
商品编码:1107231530
包装:精装
外文名称:Robust Optimization
出版时间:2009-08-30
页数:576
正文语种:英语

Robust Optimization epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

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Robust Optimization epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Robust Optimization pdf epub mobi txt 电子书 下载



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Robust Optimization
作者: Aharon Ben-Tal;Laurent El Ghaoui;Arkadi Nemirovski;
ISBN13: 9780691143682
类型: 精装(精装书)
语种: 英语(English)
出版日期: 2009-08-30
出版社: Princeton University Press
页数: 576
重量(克): 1315
尺寸: 25.4 x 18.288 x 3.556 cm

商品简介

Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful methodology. Written by the principal developers of robust optimization, and describing the main achievements of a decade of research, this is the first book to provide a comprehensive and up-to-date account of the subject.


Robust optimization is designed to meet some major challenges associated with uncertainty-affected optimization problems: to operate under lack of full information on the nature of uncertainty; to model the problem in a form that can be solved efficiently; and to provide guarantees about the performance of the solution.


The book starts with a relatively simple treatment of uncertain linear programming, proceeding with a deep analysis of the interconnections between the construction of appropriate uncertainty sets and the classical chance constraints (probabilistic) approach. It then develops the robust optimization theory for uncertain conic quadratic and semidefinite optimization problems and dynamic (multistage) problems. The theory is supported by numerous examples and computational illustrations.


An essential book for anyone working on optimization and decision making under uncertainty, Robust Optimization also makes an ideal graduate textbook on the subject.


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