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Titlebook: Stochastic Linear Programming; Models, Theory, and Peter Kall,János Mayer Textbook 2011Latest edition Springer Science+Business Media, LLC

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书目名称Stochastic Linear Programming
副标题Models, Theory, and
编辑Peter Kall,János Mayer
视频video
概述Authors are two of the most prominent researchers in the field.End-of-chapter exercises will now be added.Brings field completely up to date, with new models, citations, and references.Includes supple
丛书名称International Series in Operations Research & Management Science
图书封面Titlebook: Stochastic Linear Programming; Models, Theory, and  Peter Kall,János Mayer Textbook 2011Latest edition Springer Science+Business Media, LLC
描述This new edition of Stochastic Linear Programming: Models, Theory and Computation has been brought completely up to date, either dealing with or at least referring to new material on models and methods, including DEA with stochastic outputs modeled via constraints on special risk functions (generalizing chance constraints, ICC’s and CVaR constraints), material on Sharpe-ratio, and Asset Liability Management models involving CVaR in a multi-stage setup.To facilitate use as a text, exercises are included throughout the book, and web access is provided to a student version of the authors’ SLP-IOR software.Additionally, the authors have updated the Guide to Available Software, and they have included newer algorithms and modeling systems for SLP.The book is thus suitable as a text for advanced courses in stochastic optimization, and as a reference to the field.From Reviews of the First Edition:"The book presents a comprehensive study of stochastic linear optimization problems and their applications. … The presentation includes geometric interpretation, linear programming duality, and the simplex method in its primal and dual forms. … The authors have made an effort to collect … the most
出版日期Textbook 2011Latest edition
关键词Financial Optimization; Operations Research; Optimization; SLP; SLP Models; Stochastic Linear Programming
版次2
doihttps://doi.org/10.1007/978-1-4419-7729-8
isbn_softcover978-1-4614-2745-2
isbn_ebook978-1-4419-7729-8Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightSpringer Science+Business Media, LLC 2011
The information of publication is updating

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International Series in Operations Research & Management Sciencehttp://image.papertrans.cn/s/image/877984.jpg
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978-1-4614-2745-2Springer Science+Business Media, LLC 2011
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Stochastic Linear Programming978-1-4419-7729-8Series ISSN 0884-8289 Series E-ISSN 2214-7934
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Basics,Linear programs have been studied in many aspects during the last 60 years. They have shown to be appropriate models for a wide variety of practical problems and, at the same time, they became numerically tractable even for very large scale instances.
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SLP models with recourse,For various SLP models with recourse, we present in this chapter properties which are relevant for the particular solution methods developed for various model types, to be discussed later on.
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Algorithms,The discussion of algorithms in this chapter is organized according to the framework of different SLP model classes, as presented in the previous chapters. A computer implementation of an algorithm will be called a ..
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