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Language: English
Published by Springer-Verlag GmbH, 2009
ISBN 10: 3540850244 ISBN 13: 9783540850243
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Taschenbuch. Condition: Neu. Optimization of Stochastic Discrete Systems and Control on Complex Networks | Computational Networks | Dmitrii Lozovanu (u. a.) | Taschenbuch | Advances in Computational Management Science | xix | Englisch | 2016 | Springer | EAN 9783319358734 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Language: English
Published by Springer International Publishing AG, CH, 2024
ISBN 10: 3031401794 ISBN 13: 9783031401794
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Published by Springer Berlin Heidelberg, 2010
ISBN 10: 3642098681 ISBN 13: 9783642098680
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Richard Bellmann developed a theory of dynamic programming which is for many reasons still in the center of great interest. The authors present a new approach in the eld of the optimization and multi-objective control of time-discrete systems which is closely related to the work of Richard Bellmann. They develop their own concept and their extension to the optimization and multi-objective control of time-discrete systems as well as to dynamic networks and multilayered structures are very stimulating for further research. Di erent perspectives of discrete control and optimal dynamic ow problems on networks are treated and characterized. Together with the algorithmic solutions a framework of multi-objective control problems is - rived. The conclusion with a real world example underlines the necessity and - portance of their theoretic framework. As they come back to the classical Bellmann concept of dynamic programming they stress and honor his basic concept without debase their own work. Multilayereddecisionprocessesaspartofthedesignandanalysisofcomplexsystems and networks will be essential in many ways and elds in the future.
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Taschenbuch. Condition: Neu. Markov Decision Processes and Stochastic Positional Games | Optimal Control on Complex Networks | Dmitrii Lozovanu (u. a.) | Taschenbuch | xix | Englisch | 2025 | Springer | EAN 9783031401824 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer International Publishing AG, CH, 2024
ISBN 10: 3031401794 ISBN 13: 9783031401794
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents recent findings and results concerning the solutions of especially finite state-space Markov decision problems and determining Nash equilibria for related stochastic games with average and total expected discounted reward payoffs. In addition, it focuses on a new class of stochastic games: stochastic positional games that extend and generalize the classic deterministic positional games. It presents new algorithmic results on the suitable implementation of quasi-monotonic programming techniques. Moreover, the book presents applications of positional games within a class of multi-objective discrete control problems and hierarchical control problems on networks. Given its scope, the book will benefit all researchers and graduate students who are interested in Markov theory, control theory, optimization and games.