Abstract Methods in Information Theory pdf epub mobi txt 电子书下载 2024

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Kakihara, Yuichiro

1999-9

220

166.00元

9789810237110

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发表于2024-11-28

Abstract Methods in Information Theory epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Abstract Methods in Information Theory pdf epub mobi txt 电子书下载 2024

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Information Theory is studied from the following view points: (1) the theory of entropy as amount of information; (2) the mathematical structure of information sources (probability measures); and (3) the theory of information channels. Shannon entropy and Kolmogorov-Sinai entropy are defined and their basic properties are examined, where the latter entropy is extended to be a linear functional on a certain set of measures. Ergodic and mixing properties of stationary sources are studied as well as AMS (asymptotically mean stationary) sources. The main purpose of this book is to present information channels in the environment of real and functional analysis as well as probability theory. Ergodic channels are characterized in various manners. Mixing and AMS channels are also considered in detail with some illustrations. A few other aspects of information channels including measurability, approximation and noncommutative extensions, are also discussed.

Abstract Methods in Information Theory 下载 mobi epub pdf txt 电子书