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Modelling, Simulation and Control of Non-linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory (Numerical Insights, 2)
Patricia Melin , and Oscar Castillo Manufacturer: CRC ProductGroup: Book Binding: Hardcover  Control Systems
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ASIN: 041527236X |
Book Description
These authors use soft computing techniques and fractal theory in a new approach to mathematical modeling, simulation, and control of complexion-linear dynamical systems. First, a fuzzy-fractal approach is presented with examples in the PROLOG programming language, followed by a fuzzy-genetic approach to automated simulation of dynamical systems illustrated by examples in the MATLAB programming language. Finally, the authors combine a method using a neuro-fuzzy fractal approach with these other techniques. Researchers and graduate students will benefit from this text, as will professionals in biochemical processes, robotic systems, manufacturing, and the food industry.
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Soft Computing for Control of Non-Linear Dynamical Systems (Studies in Fuzziness and Soft Computing)
Oscar Castillo , and Patricia Melin Manufacturer: Physica-Verlag Heidelberg ProductGroup: Book Binding: Hardcover Control Systems
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ASIN: 3790813494 |
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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 describes in detail different hybrid architectures for developing intelligent control systems for applications in robotics, reactors, manufacturing, aircraft systems and economics.Books: