Description: Following a brief introduction and overview, early chapters cover the basic algebraic relationships of entropy, relative entropy and mutual information, AEP, entropy rates of stochastics processes and data compression, duality of data compression and the growth rate of wealth. Later chapters explore Kolmogorov complexity, channel capacity, differential entropy, the capacity of the fundamental Gaussian channel, the relationship between information theory and statistics, rate distortion and network information theories. The final two chapters examine the stock market and inequalities in information theory. In many cases the authors actually describe the properties of the solutions before the presented problems. Original Book - Not a Replica
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Publication Name: Elements of Information Theory
Item Length: 9.6in
Publisher: Wiley & Sons, Incorporated, John
Series: Wiley Series in Telecommunications and Signal Processing Ser.
Publication Year: 1991
Type: Textbook
Format: Hardcover
Language: English
Item Height: 1in
Author: Joy A. Thomas, Thomas M. Cover
Features: Revised
Item Width: 6.5in
Item Weight: 33.7 Oz
Number of Pages: 576 Pages