Universal Fuzzy Controllers for Non-affine Nonlinear Systems
Seiten
2018
|
Softcover reprint of the original 1st ed. 2017
Springer Verlag, Singapore
978-981-10-9492-7 (ISBN)
Springer Verlag, Singapore
978-981-10-9492-7 (ISBN)
It presents a number of novel ideas and approaches to various issues including universal function approximation, universal fuzzy models, universal fuzzy stabilization controllers, and universal fuzzy integral sliding mode controllers.
This thesis provides a systematic and integral answer to an open problem concerning the universality of dynamic fuzzy controllers. It presents a number of novel ideas and approaches to various issues including universal function approximation, universal fuzzy models, universal fuzzy stabilization controllers, and universal fuzzy integral sliding mode controllers. The proposed control design criteria can be conveniently verified using the MATLAB toolbox. Moreover, the thesis provides a new, easy-to-use form of fuzzy variable structure control. Emphasis is given to the point that, in the context of deterministic/stochastic systems in general, the authors are in fact discussing non-affine nonlinear systems using a class of generalized T-S fuzzy models, which offer considerable potential in a wide range of applications.
This thesis provides a systematic and integral answer to an open problem concerning the universality of dynamic fuzzy controllers. It presents a number of novel ideas and approaches to various issues including universal function approximation, universal fuzzy models, universal fuzzy stabilization controllers, and universal fuzzy integral sliding mode controllers. The proposed control design criteria can be conveniently verified using the MATLAB toolbox. Moreover, the thesis provides a new, easy-to-use form of fuzzy variable structure control. Emphasis is given to the point that, in the context of deterministic/stochastic systems in general, the authors are in fact discussing non-affine nonlinear systems using a class of generalized T-S fuzzy models, which offer considerable potential in a wide range of applications.
Introduction.- Universal Fuzzy Models and Universal Fuzzy Controllers for Non-affine Nonlinear Systems.- Universal Fuzzy Models and Universal Fuzzy Controllers for Stochastic Non-affine Nonlinear Systems.- Sliding Mode Control Based on T-S Fuzzy Models.- Universal Integral Sliding-Mode Fuzzy Controllers for Non-affine Nonlinear Systems.- Universal Integral Sliding-Mode Fuzzy Controllers for Stochastic Non-affine Nonlinear Systems.- Concluding Remarks.
| Erscheinungsdatum | 18.08.2018 |
|---|---|
| Reihe/Serie | Springer Theses |
| Zusatzinfo | 21 Illustrations, color; XVII, 142 p. 21 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Non-affine Nonlinear Systems • sliding mode control • Stochastic Fuzzy Logic • Stochastic Systems • T-S Fuzzy Models • Universal Fuzzy Controllers • Universal Fuzzy Model |
| ISBN-10 | 981-10-9492-6 / 9811094926 |
| ISBN-13 | 978-981-10-9492-7 / 9789811094927 |
| Zustand | Neuware |
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