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Frontiers in entropy across the disciplines = panorama of entropy : theory, computation, and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Frontiers in entropy across the disciplines/ editors, Willi Freeden, M Zuhair Nashed.
其他題名:	panorama of entropy : theory, computation, and applications /
其他作者:	Freeden, W.
出版者:	Singapore :World Scientific, : c2023.,
面頁冊數:	1 online resource (756 p.)
附註:	Incldues index.
標題:	Entropy (Information theory) -
電子資源:	https://www.worldscientific.com/worldscibooks/10.1142/12920#t=toc
ISBN:	9789811259401

Frontiers in entropy across the disciplines = panorama of entropy : theory, computation, and applications /
Frontiers in entropy across the disciplinespanorama of entropy : theory, computation, and applications /[electronic resource] :editors, Willi Freeden, M Zuhair Nashed. - Singapore :World Scientific,c2023. - 1 online resource (756 p.) - Contemporary mathematics and its applications. Monographs, expositions and lecture notes ;vol. 4. - Contemporary mathematics and its applications: monographs, expositions and lecture notes ;v. 4..

Incldues index.

"Frontiers in Entropy Across the Disciplines presents a panorama of entropy emphasizing mathematical theory, physical and scientific significance, computational methods, and applications in mathematics, physics, statistics, engineering, biomedical signals, and signal processing. In the last century classical concepts of entropy were introduced in the areas of thermodynamics, information theory, probability theory, statistics, dynamical systems, and ergodic theory. During the past 50 years, dozens of new concepts of entropy have been introduced and studied in many disciplines. This volume captures significant developments in this arena. It features expository, review, and research papers by distinguished mathematicians and scientists from many disciplines. The level of mathematics ranges from intermediate level to research level. Each chapter contains a comprehensive list of references. Topics include entropy and society, entropy and time, Souriau entropy on symplectic model of statistical physics, new definitions of entropy, geometric theory of heat and information, maximum entropy in Bayesian networks, maximum entropy methods, entropy analysis of biomedical signals (review and comparison of methods), spectral entropy and its application to video coding and speech coding, a comprehensive review of 50 years of entropy in dynamics, a comprehensive review on entropy, entropy-like quantities and applications, topological entropy of multimodal maps, entropy production in complex systems, entropy production and convergence to equilibrium, reversibility and irreversibility in entropy, nonequilibrium entropy, index of various entropy, entropy and the greatest blunder ever"--

Mode of access: World Wide Web.

ISBN: 9789811259401Subjects--Topical Terms:

664113
Entropy (Information theory)

LC Class. No.: Q370

Dewey Class. No.: 536.73

Frontiers in entropy across the disciplines = panorama of entropy : theory, computation, and applications /
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520 $a "Frontiers in Entropy Across the Disciplines presents a panorama of entropy emphasizing mathematical theory, physical and scientific significance, computational methods, and applications in mathematics, physics, statistics, engineering, biomedical signals, and signal processing. In the last century classical concepts of entropy were introduced in the areas of thermodynamics, information theory, probability theory, statistics, dynamical systems, and ergodic theory. During the past 50 years, dozens of new concepts of entropy have been introduced and studied in many disciplines. This volume captures significant developments in this arena. It features expository, review, and research papers by distinguished mathematicians and scientists from many disciplines. The level of mathematics ranges from intermediate level to research level. Each chapter contains a comprehensive list of references. Topics include entropy and society, entropy and time, Souriau entropy on symplectic model of statistical physics, new definitions of entropy, geometric theory of heat and information, maximum entropy in Bayesian networks, maximum entropy methods, entropy analysis of biomedical signals (review and comparison of methods), spectral entropy and its application to video coding and speech coding, a comprehensive review of 50 years of entropy in dynamics, a comprehensive review on entropy, entropy-like quantities and applications, topological entropy of multimodal maps, entropy production in complex systems, entropy production and convergence to equilibrium, reversibility and irreversibility in entropy, nonequilibrium entropy, index of various entropy, entropy and the greatest blunder ever"-- $c Publisher's website.
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