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The nonlinear workbook : chaos, fractals, cellular automata, neural networks, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and SymbolicC++ programs

Author: W -H Steeb; Yorick Hardy; Ruedi Stoop
Publisher: Singapore ; Hackensack, NJ : World Scientific, ©2008.
Edition/Format:   Print book : English : 4th edView all editions and formats
Summary:
"The study of nonlinear dynamical systems has advanced tremendously in the last 20 years, making a big impact on science and technology. This book provides all the techniques and methods used in nonlinear dynamics. The concepts and underlying mathematics are discussed in detail." "The text has been designed for a one-year course at both the junior and senior levels in nonlinear dynamics. The topics discussed in the  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: W -H Steeb; Yorick Hardy; Ruedi Stoop
ISBN: 9812818537 9789812818539 9789812818522 9812818529
OCLC Number: 234380356
Description: xix, 605 pages : illustrations ; 24 cm
Contents: Nonlinear and Chaotic Maps; Time Series Analysis; Autonomous Systems in the Plane; Nonlinear Hamilton Systems; Nonlinear Dissipative Systems; Nonlinear Driven Systems; Controlling of Chaos; Synchronization of Chaos; Fractals; Cellular Automata; Solving Differential Equations; Neural Networks; Genetic Algorithms; Gene Expression Programming; Optimization; Discrete Wavelets; Discrete Hidden Markov Processes; Fuzzy Sets and Fuzzy Logic.
Responsibility: Willi-Hans Steeb ; in collaboration with Yorick Hardy, Ruedi Stoop.

Abstract:

Offers various techniques and methods used in nonlinear dynamics. This book discusses the concepts and underlying mathematics. It contains more than 150 ready-to-run programs. It is intended for a  Read more...

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