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Record Nr. |
UNINA9910800116203321 |
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Autore |
Lozovanu Dmitrii |
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Titolo |
Markov Decision Processes and Stochastic Positional Games : Optimal Control on Complex Networks / / by Dmitrii Lozovanu, Stefan Wolfgang Pickl |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 |
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ISBN |
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Edizione |
[1st ed. 2024.] |
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Descrizione fisica |
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1 online resource (412 pages) |
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Collana |
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International Series in Operations Research & Management Science, , 2214-7934 ; ; 349 |
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Disciplina |
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Soggetti |
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Operations research |
Mathematics |
Management science |
Mathematical optimization |
Algorithms |
Operations Research and Decision Theory |
Applications of Mathematics |
Operations Research, Management Science |
Optimization |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Discrete Markov Processes and Numerical Algorithms for Markov Chains -- Markov Decision Processes and Stochastic Control Problems on Networks -- Stochastic Games and Positional Games on Networks. |
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Sommario/riassunto |
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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- |
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