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Information Theory and Selected Applications

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Focusing on the Shannon Measure of Information (SMI), this book delves into the concept of frustration within information theory, exploring how it can be quantified. It interprets the entropy of interacting particle systems through SMI and mutual information, examining classical examples of mixing processes. The author discusses binding systems and cooperativity phenomena, providing insights into measuring frustration. Additionally, the text outlines a method for using maximum SMI to determine optimal probability distributions, making it a significant resource for scientists in the field of information theory.

Vydání

Nákup knihy

Information Theory and Selected Applications, Arieh Ben-Naim

Jazyk
Rok vydání
2023
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Titul
Information Theory and Selected Applications
Jazyk
anglicky
Rok vydání
2023
Vazba
pevná
Počet stran
248
ISBN13
9783031212758
Série
Anotace
Focusing on the Shannon Measure of Information (SMI), this book delves into the concept of frustration within information theory, exploring how it can be quantified. It interprets the entropy of interacting particle systems through SMI and mutual information, examining classical examples of mixing processes. The author discusses binding systems and cooperativity phenomena, providing insights into measuring frustration. Additionally, the text outlines a method for using maximum SMI to determine optimal probability distributions, making it a significant resource for scientists in the field of information theory.