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[null,"1.","Record Nr.",null,"UNINA9910800116203321"]
[null,null,"Autore",null,"Lozovanu Dmitrii"]
[null,null,"Titolo",null,"Markov Decision Processes and Stochastic Positional Games : Optimal Control on Complex Networks / / by Dmitrii Lozovanu, Stefan Wolfgang Pickl"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024"]
[null,null,"ISBN",null,"3-031-40180-8"]
[null,null,"Edizione",null,"[1st ed. 2024.]"]
[null,null,"Descrizione fisica",null,"1 online resource (412 pages)"]
[null,null,"Collana",null,"International Series in Operations Research & Management Science, , 2214-7934 ; ; 349"]
[null,null,"Disciplina",null,"629.8312"]
[null,null,"Soggetti",null,"Operations research"]
[{"$nulls":4},"Mathematics"]
[{"$nulls":4},"Management science"]
[{"$nulls":4},"Mathematical optimization"]
[{"$nulls":4},"Algorithms"]
[{"$nulls":4},"Operations Research and Decision Theory"]
[{"$nulls":4},"Applications of Mathematics"]
[{"$nulls":4},"Operations Research, Management Science"]
[{"$nulls":4},"Optimization"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"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."]
[null,null,null,"Sommario/riassunto","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, "]
[{"$nulls":4},"optimization and games."]