Nonlinear Workbook: Chaos, Fractals, Cellular Automata, Neural Networks, Genetic Algorithms, Gene Expression Programming, Wavelets, Fuzzy Logic - With C++, Java and SymbolicC++ Programs

The study of nonlinear dynamical systems has advanced tremendously, making a big impact on science and technology. This is an exploration of all the techniques and methods used in nonlinear dynamics. The concepts and underlying mathematics are discussed in detail, and the numerical and symbolic methods are implemented in C++, SymbolicC++ and Java. Object-oriented techniques are also applied. More than 100 ready-to-run programs are included. 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.