Elements of information theory / Thomas M. Cover, Joy A. Thomas.
Detalles de publicación: New Jersey, USA : Wiley, 2006.Edición: Second editionDescripción: xxiii, 748 pages : chartsTipo de contenido:- text
- unmediated
- volume
- 9780471241959
- 003.54
Contenidos:
Introduction and Preview -- 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.
| Tipo de ítem | Biblioteca | Colección | Clasificación | Copia | Estado | Código de barras | |
|---|---|---|---|---|---|---|---|
| Libro | Biblioteca Rancagua | Colección General | 003.54 C873e 2006 | 2 | Disponible | 35672011240 | |
| Libro | Biblioteca Rancagua | Colección General | 003.54 C873e 2006 | 3 | Disponible | 35672011241 | |
| Libro | Biblioteca Rancagua | Colección General | 003.54 C873e 2006 | 4 | Disponible | 35672011242 | |
| Libro | Biblioteca Rancagua | Colección General | 003.54 C838 2006 | 1 | Disponible | 004178 |
Includes bibliography (pages 689-721) and index.
Introduction and Preview -- 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.