Background on type-1 and type-2 fuzzy logic

Oscar Castillo, Luis T. Aguilar

Producción científica: Capítulo del libro/informe/acta de congresoCapítulorevisión exhaustiva

6 Citas (Scopus)

Resumen

We describe in this chapter a relatively new area in fuzzy logic, which is called type-2 fuzzy logic. A type-2 fuzzy set is a set in which we also have uncertainty about the membership function. Of course, type-2 fuzzy systems consist of fuzzy if–then rules, which contain type-2 fuzzy sets. We can say that type-2 fuzzy logic is a generalization of conventional fuzzy logic (type-1) in the sense that uncertainty is not only limited to the linguistic variables but also is present in the definition of the membership functions.

Idioma originalInglés
Título de la publicación alojadaStudies in Fuzziness and Soft Computing
EditorialSpringer Verlag
Páginas5-19
Número de páginas15
DOI
EstadoPublicada - 2019
Publicado de forma externa

Serie de la publicación

NombreStudies in Fuzziness and Soft Computing
Volumen373
ISSN (versión impresa)1434-9922

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