Soft Computing for Control of Non-Linear Dynamical Systems

• Κύριοι συγγραφείς: Castillo, Oscar (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Melin, Patricia (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Heidelberg : Physica-Verlag HD : Imprint: Physica, 2001.
• Έκδοση: 1st ed. 2001.
• Σειρά: Studies in Fuzziness and Soft Computing, 63
• Θέματα: Artificial intelligence.; Control engineering.; Robotics.; Mechatronics.; Economic theory.; Calculus of variations.; Artificial Intelligence.; Control and Systems Theory.; Control, Robotics, Mechatronics.; Economic Theory/Quantitative Economics/Mathematical Methods.; Calculus of Variations and Optimal Control; Optimization.
• Φυσική περιγραφή: XIV, 224 p. 64 illus. online resource.
• ISBN: 9783790818321
• ISSN: 1434-9922 ;
• DOI: 10.1007/978-3-7908-1832-1

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.