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Soft computing for control of non-linear dynamical systems

Author: Oscar Castillo
Publisher: Heidelberg ; New York : Physica-Verlag, ©2001.
Series: Studies in fuzziness and soft computing, v. 63.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"The book describes the application of soft computing techniques to modelling, simulation and control of non-linear dynamical systems. Hybrid intelligence systems, which integrate different techniques and mathematical models, are also presented. The book covers the basics of fuzzy logic, neural networks, evolutionary computation, chaos and fractal theory. It also presents in detail different hybrid architectures for  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Oscar Castillo
ISBN: 3790813494 9783790813494
OCLC Number: 45582504
Description: xvi, 221 pages : illustrations ; 24 cm.
Contents: Ch. 1. Introduction to Control of Non-Linear Dynamical Systems --
Ch. 2. Fuzzy Logic --
Ch. 3. Neural Networks for Control --
Ch. 4. Genetic Algorithms and Simulated Annealing --
Ch. 5. Dynamical Systems Theory --
Ch. 6. Hybrid Intelligent Systems for Time Series Prediction --
Ch. 7. Modelling Complex Dynamical Systems with a Fuzzy Inference System for Differential Equations --
Ch. 8. A New Theory of Fuzzy Chaos for Simulation of Non-Linear Dynamical Systems --
Ch. 9. Intelligent Control of Robotic Dynamic Systems --
Ch. 10. Controlling Biochemical Reactors --
Ch. 11. Controlling Aircraft Dynamic Systems --
Ch. 12. Controlling Electrochemical Processes --
Ch. 13. Controlling International Trade Dynamics.
Series Title: Studies in fuzziness and soft computing, v. 63.
Responsibility: Oscar Castillo, Patricia Melin.
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Abstract:

This book presents a unified view of modelling, simulation, and control of non- linear dynamical systems using soft computing techniques and fractal theory.  Read more...

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