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Lectures on Stochastic Programming

Modeling and Theory

Language EnglishEnglish
Book Paperback
Book Lectures on Stochastic Programming Alexander ShapiroDarinka DentchevaAndrzej Ruszczyński
Libristo code: 02050238
Optimization problems involving stochastic models occur in almost all areas of science and engineeri... Full description
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Optimization problems involving stochastic models occur in almost all areas of science and engineering, such as telecommunications, medicine, and finance. Their existence compels a need for rigorous ways of formulating, analyzing, and solving such problems. This book focuses on optimization problems involving uncertain parameters and covers the theoretical foundations and recent advances in areas where stochastic models are available. Readers will find coverage of the basic concepts of modeling these problems, including recourse actions and the nonanticipativity principle. The book also includes the theory of two-stage and multistage stochastic programming problems; the current state of the theory on chance (probabilistic) constraints, including the structure of the problems, optimality theory, and duality; and statistical inference in and risk-averse approaches to stochastic programming.

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About the book

Full name Lectures on Stochastic Programming
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 450
EAN 9780898716870
ISBN 089871687X
Libristo code 02050238
Weight 8
Dimensions 170 x 253 x 23
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