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Author Mahlke, Debora

Title A scenario tree-based decomposition for solving multistage stochastic programs : with application in energy production / Debora Mahlke
Published Wiesbaden : Vieweg+Teubner Verlag, ©2011

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Description 1 online resource (xvi, 182 pages)
Series Vieweg+Teubner research. Stochastic programming
Vieweg+Teubner research. Stochastic programming.
Summary Optimization problems involving uncertain data arise in many areas of industrial and economic applications. Stochastic programming provides a useful framework for modeling and solving optimization problems for which a probability distribution of the unknown parameters is available. Motivated by practical optimization problems occurring in energy systems with regenerative energy supply, Debora Mahlke formulates and analyzes multistage stochastic mixed-integer models. For their solution, the author proposes a novel decomposition approach which relies on the concept of splitting the underlying scenario tree into subtrees. Based on the formulated models from energy production, the algorithm is computationally investigated and the numerical results are discussed
Analysis wiskunde
mathematics
toegepaste wiskunde
applied mathematics
Mathematics (General)
Wiskunde (algemeen)
Notes Diss.-- Technische Universität Darmstadt, 2010
Bibliography Includes bibliographical references
Notes Print version record
Subject Stochastic programming.
Programación estocástica
Stochastic programming
Genre/Form dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Form Electronic book
ISBN 9783834898296
3834898295
9783834814098
3834814091