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] |
| Copyright of Journal of Multiple-Valued Logic & Soft Computing is the property of Old City Publishing, Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Items | – Name: Title Label: Title Group: Ti Data: Fuzzy Lyapunov Method for Type-3 Fuzzy Control Stability. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22CASTILLO%2C+OSCAR%22">CASTILLO, OSCAR</searchLink><relatesTo>1</relatesTo><i> ocastillo@tectijuana.mx</i><br /><searchLink fieldCode="AR" term="%22MELIN%2C+PATRICIA%22">MELIN, PATRICIA</searchLink><relatesTo>1</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Multiple-Valued+Logic+%26+Soft+Computing%22">Journal of Multiple-Valued Logic & Soft Computing</searchLink>. 2025, Vol. 46 Issue 2-4, p147-163. 17p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Fuzzy+control+systems%22">Fuzzy control systems</searchLink><br /><searchLink fieldCode="DE" term="%22Inverted+pendulum+%28Control+theory%29%22">Inverted pendulum (Control theory)</searchLink><br /><searchLink fieldCode="DE" term="%22Dynamic+stability%22">Dynamic stability</searchLink><br /><searchLink fieldCode="DE" term="%22Feedback+control+systems%22">Feedback control systems</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: 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] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Journal of Multiple-Valued Logic & Soft Computing is the property of Old City Publishing, Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 17 StartPage: 147 Subjects: – SubjectFull: Fuzzy control systems Type: general – SubjectFull: Inverted pendulum (Control theory) Type: general – SubjectFull: Dynamic stability Type: general – SubjectFull: Feedback control systems Type: general Titles: – TitleFull: Fuzzy Lyapunov Method for Type-3 Fuzzy Control Stability. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: CASTILLO, OSCAR – PersonEntity: Name: NameFull: MELIN, PATRICIA IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: 2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 15423980 Numbering: – Type: volume Value: 46 – Type: issue Value: 2-4 Titles: – TitleFull: Journal of Multiple-Valued Logic & Soft Computing Type: main |
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