Análisis de Estabilidad de Sistemas Borrosos
[EN] This paper presents a survey on the state of the art of analysis of the stability of fuzzy systems. The difficulties in the analysis of stability of fuzzy systems which are due to the nonlinearity of such systems, are analyzed. The typical stability approaches such as the circle stability crite...
| Autores: | , , |
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| Tipo de recurso: | artículo |
| Fecha de publicación: | 2009 |
| País: | España |
| Institución: | Universitat Politècnica de València (UPV) |
| Repositorio: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| Idioma: | español |
| OAI Identifier: | oai:riunet.upv.es:10251/146136 |
| Acceso en línea: | https://riunet.upv.es/handle/10251/146136 |
| Access Level: | acceso abierto |
| Palabra clave: | Sistemas borrosos Estabilidad global y asintótica Modelo borroso afín de Takagi-Sugeno Global stability Discrete fuzzy systems Takagi-Sugeno Affine model Linear matrix inequalities |
| Sumario: | [EN] This paper presents a survey on the state of the art of analysis of the stability of fuzzy systems. The difficulties in the analysis of stability of fuzzy systems which are due to the nonlinearity of such systems, are analyzed. The typical stability approaches such as the circle stability criteron, phase plane method, coniciy method, stability indices and Popov method, are discussed. Lyapunov stability technique is also commented. Attention will be paid to stability analysis based upon the Takagi–Sugeno fuzzy models. Finally, a detailed review will be focused on the stabilty analysis based on piecwise quadratic Lyapunov function using linear matrix inequalities (LMIs). |
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