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Information Theory and Selected Applications

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The book delves into the Shannon Measure of Information (SMI) and its applications in quantifying frustration within information theory. It explores the entropy of interacting particle systems through SMI and mutual information, examining how these concepts relate to processes like mixing and assimilation. Additionally, it discusses binding systems and cooperativity phenomena, offering a method for utilizing maximum SMI to derive optimal probability distributions. This work is a significant resource for scientists interested in the intersections of information theory and its practical applications.

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Information Theory and Selected Applications, Arieh Ben-Naim

Sprache
Erscheinungsdatum
2024
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(Paperback)
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Sprache
Englisch
Autor*innen
Arieh Ben-Naim
Erscheinungsdatum
2024
Einband
Paperback
Seitenzahl
248
ISBN13
9783031212789
Reihe
Beschreibung
The book delves into the Shannon Measure of Information (SMI) and its applications in quantifying frustration within information theory. It explores the entropy of interacting particle systems through SMI and mutual information, examining how these concepts relate to processes like mixing and assimilation. Additionally, it discusses binding systems and cooperativity phenomena, offering a method for utilizing maximum SMI to derive optimal probability distributions. This work is a significant resource for scientists interested in the intersections of information theory and its practical applications.