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INICIO | 28 de mayo de 2024

Formal validation of fuzzy control techniques. Perspectives.

Título inglés Formal validation of fuzzy control techniques. Perspectives.
Título español Validación formal de técnicas de control difuso. Perspectivas.
Autor/es Sala, Antonio ; Albertos, Pedro
Organización Dep. Ing. Sist. Autom. Univ. Politéc. Valencia, Valencia, España
Revista 1134-5632
Publicación 1999, 6 (2-3): 305-317, 25 Ref.
Tipo de documento articulo
Idioma Inglés
Resumen inglés In this paper, a survey of the state of the art and perspectives of two main lines of research in fuzzy control systems is presented: on one hand, the navas interpolative-functional line representing fuzzy systems as parameterized universal function approximators, thus applying nonlinear control and neural network paradigms; on the other hand, a logic-formal approach where fuzzy systems are analysed in terms of logic interpretations, exploring validation, consistency and completeness, uncertainty management and knowledge supervision. The former approach is not widely used in the control field, and asserting its possibilities is one of the main motivations of this paper. References in both lines and some abridged results in the second case are cited, in particular some of the author's contributions, to which the interested reader is referred.
Clasificación UNESCO 120702
Palabras clave español Control difuso ; Lógica difusa ; Inteligencia artificial
Código MathReviews MR1774574
Código Z-Math Zbl 0953.93527
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Equipo DML-E
Instituto de Ciencias Matemáticas (ICMAT - CSIC)