Hierarchical decomposition of fuzzy controllers based on meta-knowledge

Autores: Luis Magdalena Layos , Félix Monasterio-Huelin Maciá , C. Rivero
Localización: Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, ISSN-e 1134-5632, Vol. 5, Nº. 2-3, 1998, págs. 291-304
Idioma: inglés
Títulos paralelos:
- Descomposición jerárquica de controladores difusos basada en metaconocimiento
Enlaces
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Resumen
- This paper focuses on the problem of decomposing multivariable fuzzy controllers using a hierarchical approach based on the application of meta-knowledge. Usually, hierarchical fuzzy systems are based on a cascade structure of fuzzy logic controllers where the output of each level is considered as one of the inputs to the following level. The paper introduces a different approach to the idea of hierarchy, where the output of a level is considered not as input to the following level controller but as a semantics modifier.