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The nonlinear workbook [electronic resource] : chaos, fractals, cellular automata, neural networks, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and SymbplicC++ programs / Willi-Hans Steeb.

By: Steeb, W.-H.
Material type: materialTypeLabelComputer filePublisher: Singapore : World Scientific Publishing Co. Pte Ltd., ©2005Edition: 3rd ed.Description: 1 online resource (608 p.) : ill.ISBN: 9789812567697; 9812567690.Subject(s): Nonlinear programming | Nonlinear theoriesGenre/Form: Electronic books.DDC classification: 519.76 Online resources: Access to full text is restricted to subscribers. 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 numerical and symbolic methods are implemented in C++, SymbolicC++ and Java. Object-oriented techniques are also applied. The book contains more than 150 ready-to-run programs. The text has also been designed for a one-year course at both the junior and senior levels in nonlinear dynamics. The topics discussed in the book are part of e-learning and distance learning courses conducted by the International School for Scientific Computing."-- Publisher's website.
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Mode of access: World Wide Web.

System requirements: Adobe Acrobat Reader.

Title from web page (viewed April 8, 2019).

Includes bibliographical references (p. 577-583) and index.

"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 numerical and symbolic methods are implemented in C++, SymbolicC++ and Java. Object-oriented techniques are also applied. The book contains more than 150 ready-to-run programs. The text has also been designed for a one-year course at both the junior and senior levels in nonlinear dynamics. The topics discussed in the book are part of e-learning and distance learning courses conducted by the International School for Scientific Computing."-- Publisher's website.

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