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＜図書＞
Entropy of hidden Markov processes and connections to dynamical systems : papers from the Banff International Research Station workshop
| 責任表示 | edited by Brian Marcus, Karl Petersen, Tsachy Weissman |
|---|---|
| シリーズ | London Mathematical Society lecture note series ; 385 |
| データ種別 | 図書 |
| 出版情報 | Cambridge : Cambridge University Press , 2011 |
| 本文言語 | 英語 |
| 大きさ | vi, 272 p. : ill. ; 23 cm |
| 概要 | Hidden Markov Processes (HMPs) are important objects of study in many areas of pure and applied mathematics, including information theory, probability theory, dynamical systems, and statistical physic..., with applications in electrical engineering and computer science, and molecular biology. This collection of research and survey papers presents important new results and open problems, serving as a unifying gateway for researchers in these areas. Based on talks given at the Banff International Research Station Workshop, 2007, this volume addresses a central problem of the subject computation of the Shannon entropy rate of a central problem of the subject computation of the Shannon entropy rate of an HMP. This is a key quantity in statistical physics and information theory, characterized the fundamental limit on compression and closely related to channel capacity, the limit on reliable communication. Also discussed, from a symbolic dynamics and thermodynamical viewpoint, is the problem of characterized the mapping between dynamical systems which map Markov measures to Markov (or Gibbs) measures, and which allow for Markov lifts of Markov chains. Book jacket.続きを見る |
| 電子版へのリンク | https://hdl.handle.net/2324/7012203 |
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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: pbk | 理系図3F 数理独自 | P 011/ENTR/1 | 2011 |
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033212011002453 |
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書誌詳細
| 一般注記 | Includes bibliographical references (p. 270-272) |
|---|---|
| 著者標目 | Marcus, Brian, 1949- Petersen, Karl Endel, 1943- Weissman, Tsachy |
| 件 名 | LCSH:Markov processes -- Congresses
全ての件名で検索
LCSH:Entropy (Information theory) -- Congresses 全ての件名で検索 LCSH:Dynamics -- Congresses 全ての件名で検索 |
| 分 類 | LCC:QA274.7 DC22:519.2/33 |
| 書誌ID | 1001451614 |
| ISBN | 9780521111133 |
| NCID | BB05873133 |
| 巻冊次 | : pbk ; ISBN:9780521111133 |
| 登録日 | 2011.07.19 |
| 更新日 | 2017.02.18 |