Modelling, Simulation and Control of Non-linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory (Numerical Insights)

Melin, Patricia, Castillo, Oscar

ISBN 10: 041527236X / ISBN 13: 9780415272360

Published by CRC Press, 2001

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Bibliographic Details

• Title: Modelling, Simulation and Control of Non-linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory (Numerical Insights)
• Publisher: CRC Press
• Publication Date: 2001
• Language: English
• ISBN 10: 041527236X
• ISBN 13: 9780415272360
• Binding: Hardcover
• Condition: Like New
• Book Type: book

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Synopsis

These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming language. Second, a new fuzzy-genetic approach to automated simulation of dynamical systems is presented. It is illustrated with examples in the MATLAB programming language. Third, a new method for model-based adaptive control using a neuro-fussy fractal approach is combined with the methods mentioned above. This method is illustrated with MATLAB. Finally, applications of these new methods are presented, in the areas such as biochemical processes, robotic systems, manufacturing, food industry and chemical processes.

About the Author

Melin, Patricia; Castillo, Oscar