Elements of information theory /
by Cover, T. M.,
Additional authors:
Thomas, Joy A.
Published by :
Wiley-Interscience,
(Hoboken, N.J. :)
Physical details: xxiii, 748 p. : ill. ; 25 cm.
ISBN:0471241954.
Subject(s):
Information theory.
Year: 2006
Online resources:
| Item type | Current location | Call number | Copy number | Status | Date due |
|---|---|---|---|---|---|
წიგნები / Books
|
ცენტრალური ბიბლიოთეკა ჰუმანიტარული დარ. / Humanitarian hall | 004 / 17 (Browse shelf) | k - 12466 | Available |
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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