Soft Computing for Control of Non-Linear Dynamical Systems:

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 netwo...

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Bibliographische Detailangaben
Hauptverfasser: Castillo, Oscar (VerfasserIn), Melin, Patricia (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Heidelberg Physica-Verlag HD 2001
Schriftenreihe:Studies in Fuzziness and Soft Computing 63
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Online-Zugang:FHI01
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Zusammenfassung: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 developing intelligent control systems for applications in robotics, reactors, manufacturing, aircraft systems and economics
Beschreibung:1 Online-Ressource (XIV, 224 p. 64 illus)
ISBN:9783790818321
DOI:10.1007/978-3-7908-1832-1