Elements of information theory / Thomas M. Cover, Joy A. Thomas.
Material type:
TextPublication details: Hoboken, N.J. : Wiley-Interscience, c2006.Edition: 2nd edDescription: xxiii, 748 p. : ill. ; 25 cmISBN: - 0471241954
- 003/.54 22
- Q360 .C68 2006
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
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წიგნები / Books
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ცენტრალური ბიბლიოთეკა / Central library ჰუმანიტარული დარ. / Humanitarian hall | 004 / 17 (Browse shelf(Opens below)) | k - 12466 | Available | 2014-4640 |
pr.134 l.
Includes bibliographical references (p. 689-721) and index.
1. Introduction and preview -- 2. Entropy, relative entropy, and mutual information -- 3. Asymptotic equipartition property -- 4. Entropy rates of a stochastic process -- 5. Data compression -- 6. Gambling and data compression -- 7. Channel capacity -- 8. Differential entropy -- 9. Gaussian channel -- 10. Rate distortion theory -- 11. Information theory and statistics -- 12. Maximum entropy -- 13. Universal source coding -- 14. Kolmogorov complexity -- 15. Network information theory -- 16. Information theory and portfolio theory -- 17. Inequalities in information theory.
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