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Fuzzy Lyapunov Method for Type-3 Fuzzy Control Stability.

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Title: Fuzzy Lyapunov Method for Type-3 Fuzzy Control Stability.
Authors: CASTILLO, OSCAR1 ocastillo@tectijuana.mx, MELIN, PATRICIA1
Source: Journal of Multiple-Valued Logic & Soft Computing. 2025, Vol. 46 Issue 2-4, p147-163. 17p.
Subjects: Fuzzy control systems, Inverted pendulum (Control theory), Dynamic stability, Feedback control systems
Abstract: A novel approach for constructing stable type-3 fuzzy controllers with the fuzzy Lyapunov method is presented. Originally, Fuzzy Lyapunov was put forward for type-1 fuzzy control stability. Later, the method was extended to the realm of type-2 fuzzy control. In this work, we are now proposing the extension of the approach to type-3 fuzzy control (FC). The main idea is that with the fuzzy Lyapunov approach we are able to build stable type-3 fuzzy controllers for diverse applications. We deal with the inverted pendulum to highlight the potential of the approach. The results highlight the potential of this approach in type-3 FC. The presented ideas could be applied in the future to other more complex plants to validate even further the proposal. [ABSTRACT FROM AUTHOR]
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Database: Engineering Source
Description
Abstract:A novel approach for constructing stable type-3 fuzzy controllers with the fuzzy Lyapunov method is presented. Originally, Fuzzy Lyapunov was put forward for type-1 fuzzy control stability. Later, the method was extended to the realm of type-2 fuzzy control. In this work, we are now proposing the extension of the approach to type-3 fuzzy control (FC). The main idea is that with the fuzzy Lyapunov approach we are able to build stable type-3 fuzzy controllers for diverse applications. We deal with the inverted pendulum to highlight the potential of the approach. The results highlight the potential of this approach in type-3 FC. The presented ideas could be applied in the future to other more complex plants to validate even further the proposal. [ABSTRACT FROM AUTHOR]
ISSN:15423980