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Information Theory and Selected Applications

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Book Details
Language
English
Publishers
Springer; 1st ed. 2023 edition (3 Jan. 2024)
Weight
0.36 KG
Publication Date
03/01/2024
ISBN-10
3031212789
Pages
247 pages
ISBN-13
9783031212789
Dimensions
15.5 x 1.42 x 23.5 cm
SKU
9783031212789
Author Name
Arieh Ben-Naim (Author)
CURRICULUM VITAEProfessor Arieh Ben-NaimBorn: July 11, 1934 in Jerusalem, Israel.1957 Studied Chemistry at the Hebrew University,Jerusalem. 1964 Ph.D. subject of thesis: "Thermodynamics of Aqueous Solutions of Noble Gases."1965 - 1967 Postdoctoral fellow at the State of the University of New York at Stony Brook, New York.1967 - 1968 Research fellow at the Chemical Physics Dept., Bell Telephone Laboratories, Murray Hill, New Jersey. April 1972 Associate Professor, the Hebrew University of Jerusalem.1973 - 1975 Visiting Scientist at the Theoretical Molecular Biology Section, LMB, NIAMDD, NIH, Bethesda, Maryland, USAOct. 1974 Professor of Physical Chemistry, the Hebrew University of Jerusalem. I have visited many Universities and Research institutes. For a complete CV see www.ariehbennaim.comRead more about this authorRead less about this author
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This book focuses on analysing the applications of the Shannon Measure of Information (SMI). The book introduces the concept of frustration and discusses the question of the quantification of this concept within information theory (IT), while it also focuses on the interpretation of the entropy of systems of interacting particles in terms of the SMI and of mutual information.

The author examines the question of the possibility of measuring the extent of frustration using mutual information and discusses some classical examples of processes of mixing and assimilation for which the entropy changes are interpreted in terms of SMI. A description of a few binding systems and the interpretation of cooperativity phenomena in terms of mutual information are also presented, along with a detailed discussion on the general method of using maximum SMI in order to find the “best-guess” probability distribution.

This book is a valuable contribution to the field of information theory and will be of great interest to any scientist who is interested in IT and in its potential applications. .

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