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"The goal of the book is to provide a detailed and unified study of the flow of information in a quantitative manner, utilizing methods and techniques from information theory, time series analysis, nonlinear dynamics, and neural networks. The authors use analysis of test-bed simulations, empirical data, and real-world applications to give concrete perspectives and reinforcement for the key conceptual ideas and methods.
The formulation provides a unique and consistent conceptual framework for the problem of discovering knowledge behind empirical data." "The book is an essential text/reference on the latest concepts and methods for studying quantitative modeling of nonlinear dynamical system behavior. Postgraduates, professionals, and researchers in science, engineering, computer science, and neural computing will find the book a useful and authoritative resource for the subject."--BOOK JACKET.
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Previews available in: English
Showing 3 featured editions. View all 3 editions?
Edition | Availability |
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1
Information Dynamics: Foundations and Applications
2012, Springer New York
in English
146126510X 9781461265108
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2
Information Dynamics: Foundations and Applications
2012, Springer London, Limited
in English
1461301270 9781461301271
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3
Information Dynamics: Foundations and Applications
September 21, 2000, Springer
in English
0387950478 9780387950471
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Book Details
First Sentence
"One of the most essential problems in nonlinear dynamics is the extraction and characterization of the statistical structure underlying an observed set of time-dependent data."
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Feedback?July 14, 2024 | Edited by MARC Bot | import existing book |
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February 5, 2019 | Created by MARC Bot | import existing book |