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Multistage Stochastic Optimization

Language EnglishEnglish
Book Hardback
Book Multistage Stochastic Optimization Georg Pflug
Libristo code: 02775212
Publishers Springer International Publishing AG, November 2014
Multistage stochastic optimization problems appear in many ways in finance, insurance, energy produc... Full description
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Multistage stochastic optimization problems appear in many ways in finance, insurance, energy production and trading, logistics and transportation, among other areas. They describe decision situations under uncertainty and with a longer planning horizon. This book contains a comprehensive treatment of today s state of the art in multistage stochastic optimization. It covers the mathematical backgrounds of approximation theory as well as numerous practical algorithms and examples for the generation and handling of scenario trees. A special emphasis is put on estimation and bounding of the modeling error using novel distance concepts, on time consistency and the role of model ambiguity in the decision process. An extensive treatment of examples from electricity production, asset liability management and inventory control concludes the book.

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About the book

Full name Multistage Stochastic Optimization
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 301
EAN 9783319088426
ISBN 3319088424
Libristo code 02775212
Weight 5974
Dimensions 155 x 235 x 23
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