Modelling, Simulation and Control of Non-Linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory - Hardcover

Melin, Patricia; Castillo, Oscar

Hardcover

ISBN 10: 9056992759 ISBN 13: 9789056992750

Publisher: Harwood Academic (Medical, Reference and Social Sc, 2001

Synopsis

This work presents a unified view of mathematical modelling, simulation and control of complex non-linear dynamical systems using soft computing techniques and fractal theory. Firstly, a new fuzzy-fractal approach to automated mathematical modelling of non-linear dynamical systems is presented and illustrated with examples in the PROLOG programming language. Secondly, a new fuzzy-genetic approach to automated simulation of dynamical systems is presented and illustrated with examples in the MATLAB programming language. Thirdly, a new method for model-based adaptive control using a neuro-fuzzy-fractal approach combined with the methods mentioned above is presented and illustrated using MATLAB. Finally, applications of these new methods for modeling, simulation and control of real dynamical systems are presented. The applications contained in this book are from a wide range of areas such as biochemical processes, robotic systems, manufacturing, food industry and chemical processes.

Edition details

• Publisher: Harwood Academic (Medical, Reference and Social Sc
• Publication date: 2001
• ISBN 10: 9056992759
• ISBN 13: 9789056992750
• Binding: Hardcover
• Language: English
• Number of pages: 272