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<図書>
Competitive Markov decision processes

責任表示 Jerzy Filar, Koos Vrieze
データ種別 図書
出版情報 New York : Springer , c1997
本文言語 英語
大きさ xii, 393 p. ; 25 cm
概要 This book is devoted to a unified treatment of Competitive Markov Decision Processes. It examines these processes from the standpoints of modeling and of optimization, providing newcomers to the fiel... with an accessible account of algorithms, theory, and applications, while also supplying specialists with a comprehensive survey of recent developments. The treatment is self-contained, requiring only some knowledge of linear algebra and real analysis. Topics covered include: Mathematical programming: Markov decision processes (the non-competitive case), and stochastic games via mathematical programming.- Existence, structure and applications: Summable stochastic games, average-reward stochastic games and applications and special classes of stochastic games.- Appendices on: matrix games, bimatrix games and nonlinear programming; a theorem of Hardy and Littlewood; Markov chains; and complex varieties and the limit discount equation. 続きを見る

所蔵情報



芸工図 2F 書架 417.1/F26 1997
072032196009003

: hd 中央図 自動書庫 417.1/F 26/1 1997
017211997015198

: hd 理系図3F 数理独自 FILA/5/1 1997
023211996008963

書誌詳細

一般注記 Includes bibliographical references (p. [383]-390) and index
著者標目 Filar, Jerzy A., 1949-
Vrieze, Koos
件 名 LCSH:Markov processes
LCSH:Statistical decision
分 類 NDC9:417.1
LCC:QA274.7
DC20:519.5/42
書誌ID 1000290790
ISBN 0387948058
NCID BA29423360
巻冊次 : hd ; ISBN:0387948058
登録日 2009.09.11
更新日 2009.11.02

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