Elements of information theory. 2nd ed
- 種類:
- 電子ブック
- 責任表示:
- Thomas M. Cover, Joy A. Thomas.
- 出版情報:
- Hoboken, N.J. : Wiley-Interscience, c2006
- 著者名:
- ISBN:
- 9780471748816 [0471748811] (electronic bk)
9780471241959 [0471241954] (print)
9780471748823 [047174882X] (online)
9780471748823 [047174882X] - 注記:
- Includes bibliographical references (p. 689-721) and index
Entropy, relative entropy, and mutual information -- Asymptotic equipartition property -- Entropy rates of a stochastic process -- Data compression -- Gambling and data compression -- Channel capacity -- Differential entropy -- Gaussian channel -- Rate distortion theory -- Information theory and statistics -- Maximum entropy -- Universal source coding -- Kolmogorov complexity -- Network information theory -- Information theory and portfolio theory -- Inequalities in information theory
Covers the standard topics of information theory, including entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing, presenting applications in communications, statistics, complexity theory and investment
Description based on print version record - ローカル注記:
- 学内専用E-BOOKS (local access only)
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