The Nonlinear Workbook
eBook - PDF

The Nonlinear Workbook

Chaos, Fractals, Cellular Automata, Genetic Algorithms, Gene Expression Programming, Support Vector Machine, Wavelets, Hidden Markov Models, Fuzzy Logic with C++, Java and SymbolicC++ Programs

Willi-Hans Steeb

  1. 644 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

The Nonlinear Workbook

Chaos, Fractals, Cellular Automata, Genetic Algorithms, Gene Expression Programming, Support Vector Machine, Wavelets, Hidden Markov Models, Fuzzy Logic with C++, Java and SymbolicC++ Programs

Willi-Hans Steeb

Book details
Table of contents
Citations

About This Book

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.

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Information

Publisher
WSPC
Year
2011
ISBN
9789813100701
Edition
5
Topic
Physical Sciences
Subtopic
Mathematical & Computational Physics

Table of contents

  1. Contents
  2. Preface
  3. Symbol Index
  4. Comments to the Programs
  5. 1 Nonlinear and Chaotic Maps
  6. 2 Time Series Analysis
  7. 3 Autonomous Systems in the Plane
  8. 4 Nonlinear Hamilton Systems
  9. 5 Nonlinear Dissipative Systems
  10. 6 Nonlinear Driven Systems
  11. 7 Controlling of Chaos
  12. 8 Synchronization of Chaos
  13. 9 Fractals
  14. 10 Cellular Automata
  15. 11 Solving Differential Equations
  16. 12 Optimization
  17. 13 Neural Networks
  18. 14 Genetic Algorithms
  19. 15 Gene Expression Programming
  20. 16 Wavelets
  21. 17 Discrete Hidden Markov Processes
  22. 18 Fuzzy Sets and Fuzzy Logic
  23. Bibliography
  24. Index