Soft Computing for Control of Non-Linear Dynamical Systems (Studies in Fuzziness and Soft Computing Vol. 63)

von Oscar Castillo Kategorie: Dynamische Systeme ISBN: 3790813494 Kommentar abgeben

Kurzbeschreibung 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.

Synopsis This volume 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,...