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020 _a9783031401800
_9978-3-031-40180-0
024 7 _a10.1007/978-3-031-40180-0
_2doi
050 4 _aT57.6-.97
072 7 _aKJT
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072 7 _aBUS049000
_2bisacsh
072 7 _aKJT
_2thema
072 7 _aKJMD
_2thema
100 1 _aLozovanu, Dmitrii.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_969478
245 1 0 _aMarkov Decision Processes and Stochastic Positional Games
_h[electronic resource] :
_bOptimal Control on Complex Networks /
_cby Dmitrii Lozovanu, Stefan Wolfgang Pickl.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aXIX, 396 p. 41 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInternational Series in Operations Research & Management Science,
_x2214-7934 ;
_v349
505 0 _aDiscrete Markov Processes and Numerical Algorithms for Markov Chains -- Markov Decision Processes and Stochastic Control Problems on Networks -- Stochastic Games and Positional Games on Networks.
520 _aThis 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.
650 0 _aOperations research.
_957943
650 0 _aMathematics.
_965523
650 0 _aManagement science.
_957941
650 0 _aMathematical optimization.
_965522
650 0 _aAlgorithms.
_958677
650 1 4 _aOperations Research and Decision Theory.
_967143
650 2 4 _aApplications of Mathematics.
_965529
650 2 4 _aOperations Research, Management Science.
_965527
650 2 4 _aOptimization.
_965528
650 2 4 _aAlgorithms.
_958677
700 1 _aPickl, Stefan Wolfgang.
_eauthor.
_0(orcid)0000-0001-5549-6259
_1https://orcid.org/0000-0001-5549-6259
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_969479
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031401794
776 0 8 _iPrinted edition:
_z9783031401817
776 0 8 _iPrinted edition:
_z9783031401824
830 0 _aInternational Series in Operations Research & Management Science,
_x2214-7934 ;
_v349
_969480
856 4 0 _uhttps://doi.org/10.1007/978-3-031-40180-0
912 _aZDB-2-BUM
912 _aZDB-2-SXBM
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