Nonlinear Workbook, The: Chaos, Fractals, Cellular Automata, Genetic Algorithms, Gene Expression Programming, Support Vector Machine, Wavelets, Hidden Markov Models, Fuzzy Logic With C++, Java And Symbolicc++ Programs (5th Edition)

The Nonlinear Workbook provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C++, Java and SymbolicC++ implementations. The book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, more than 100 worked out examples and 150 ready to run programs are included. New topics added to the fifth edition are Langton's ant, chaotic data communication, self-controlling feedback, differential forms and optimization, T-norms and T-conorms with applications.

List of 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; Optimization; Neural Networks; Genetic Algorithms; Gene Expression Programming; Wavelets; Discrete Hidden Markov Processes; Fuzzy Sets and Fuzzy Logic.

Product details

• Authors: Willi-hans Steeb, Willi-Hans Steeb
• Publisher: World Scientific Publishing
• Languages: English
• Product format: Hardback
• Released: 18.03.2011
• EAN: 9789814335775
• ISBN: 978-981-4335-77-5
• Subjects: Natural sciences, medicine, IT, technology > Physics, astronomy > Miscellaneous; MATHEMATICS / Linear & Nonlinear Programming, Nonlinear science