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ISBN: 0387950478Издательство: Springer-Verlag
"Information Dynamics" presents an interdisciplinary treatment of nonlinear dynamical systems with an emphasis on complex systems which transmit information in time and space. The book offers a new theoretical approach to dynamical systems from an information theory perspective. 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. Topic and features: *self-contained presentations of concepts and methods*interdisciplinary perspective*dynamical characterization of time signals*information...