<図書>
Competitive Markov decision processes
責任表示 | Jerzy Filar, Koos Vrieze |
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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
状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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芸工図 2F 書架 | 417.1/F26 | 1997 |
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072032196009003 |
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: hd | 中央図 自動書庫 | 417.1/F 26/1 | 1997 |
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017211997015198 |
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: hd | 理系図3F 数理独自 | FILA/5/1 | 1997 |
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023211996008963 |
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書誌詳細
一般注記 | Includes bibliographical references (p. [383]-390) and index |
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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 |