Multistage stochastic optimization [Documento electrónico] / Georg Ch Pflug, Alois Pichler
Language: eng.Country: Germany.Publication: Cham : Springer International Publishing, 2014Description: XIV, 301 p. : il.ISBN: 978-3-319-08843-3.Series: Springer Series in Operations Research and Financial EngineeringSubject - Topical Name: Processos estocásticos | Otimização matemática Online Resources:Click here to access onlineItem type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
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E-Books | Biblioteca NOVA FCT Online | Não Ficção | QA274.SPR FCT 82084 (Browse shelf(Opens below)) | 1 | Available |
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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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