國立高雄大學圖資館 |

Markov decision processes and stochastic positional gamesoptimal control on complex networks /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Markov decision processes and stochastic positional gamesby Dmitrii Lozovanu, Stefan Wolfgang Pickl.
Reminder of title:	optimal control on complex networks /
Author:	Lozovanu, Dmitrii.
other author:	Pickl, Stefan.
Published:	Cham :Springer International Publishing :2024.
Description:	xix, 396 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Markov processes.
Online resource:	https://doi.org/10.1007/978-3-031-40180-0
ISBN:	9783031401800$q(electronic bk.)

Markov decision processes and stochastic positional gamesoptimal control on complex networks /
Lozovanu, Dmitrii.

Markov decision processes and stochastic positional gamesoptimal control on complex networks /[electronic resource] :by Dmitrii Lozovanu, Stefan Wolfgang Pickl. - Cham :Springer International Publishing :2024. - xix, 396 p. :ill., digital ;24 cm. - International series in operations research & management science,v. 3492214-7934 ;. - International series in operations research & management science ;v. 140..

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.

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.

ISBN: 9783031401800$q(electronic bk.)

Standard No.: 10.1007/978-3-031-40180-0doiSubjects--Topical Terms:

181910
Markov processes.

LC Class. No.: QA274.7

Dewey Class. No.: 519.233

Markov decision processes and stochastic positional gamesoptimal control on complex networks /
LDR:02233nmm a2200361 a 4500 001 662631
003 DE-He213
005 20240112174238.0
006 m d
007 cr nn 008maaau
008 241203s2024 sz s 0 eng d
020 $a 9783031401800$q(electronic bk.)
020 $a 9783031401794$q(paper)
024 7 $a 10.1007/978-3-031-40180-0 $2 doi
035 $a 978-3-031-40180-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA274.7
072 7 $a KJT $2 bicssc
072 7 $a KJMD $2 bicssc
072 7 $a BUS049000 $2 bisacsh
072 7 $a KJT $2 thema
072 7 $a KJMD $2 thema
082 0 4 $a 519.233 $2 23
090 $a QA274.7 $b .L925 2024
100 1 $a Lozovanu, Dmitrii. $3 711803
245 1 0 $a Markov decision processes and stochastic positional games $h [electronic resource] : $b optimal control on complex networks / $c by Dmitrii Lozovanu, Stefan Wolfgang Pickl.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2024.
300 $a xix, 396 p. : $b ill., digital ; $c 24 cm.
490 1 $a International series in operations research & management science, $x 2214-7934 ; $v v. 349
505 0 $a 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.
520 $a 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.
650 0 $a Markov processes. $3 181910
650 0 $a Stochastic control theory. $3 183121
650 1 4 $a Operations Research and Decision Theory. $3 914898
650 2 4 $a Applications of Mathematics. $3 273744
650 2 4 $a Operations Research, Management Science. $3 511451
650 2 4 $a Optimization. $3 274084
650 2 4 $a Algorithms. $3 184661
700 1 $a Pickl, Stefan. $3 348647
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a International series in operations research & management science ; $v v. 140. $3 490892
856 4 0 $u https://doi.org/10.1007/978-3-031-40180-0
950 $a Business and Management (SpringerNature-41169)