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Information Theory

An Exploration Across Disciplines

Language EnglishEnglish
Book Hardback
Book Information Theory Arieh Ben-Naim
Libristo code: 46549799
Publishers Springer, Berlin, November 2023
This monograph explores the interdisciplinary applications of information theory, focusing on the co... Full description
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This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon's Measure of Information (SMI), presents the application of information theory to living systems and psychology, and also discusses the role of entropy in art. It critically overviews the definition of correlations and multivariate mutual information.These notions are used to build a new perspective for understanding the irreversibility of processes in macroscopic systems, while the dynamical laws governing the microscopic components are reversible. It also delves into the use of mutual information in linguistics, cryptography, steganography, and communication systems. The book details the theoretical and practical aspects of information theory across a spectrum of disciplines and is a useful tool for any scientist interested in what is usually called entropy.

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About the book

Full name Information Theory
Language English
Binding Book - Hardback
Date of issue 2024
Number of pages 318
EAN 9783031677465
Libristo code 46549799
Publishers Springer, Berlin
Weight 508
Dimensions 155 x 235
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