An improved hybrid defuzzification method for fuzzy controllers

An improved hybrid defuzzification method for fuzzy controllers

This paper deals with fuzzy logic controllers. Our interest is in studying different techniques of defuzzification methods. In particular, we propose a generalization of the WABL method to the multiple output system controller. We give a numerical realization, and we show the advantages of this meth...

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Veröffentlicht in:Statistics, optimization & information computing optimization & information computing, 2023-01, Vol.11 (1), p.29-43
Hauptverfasser: Nachaoui, Mourad, Nachaoui, Abdeljalil, Shikhlinskaya, R. Y., Elmoufidi, Abdelali
Format: Artikel
Sprache:eng
Schlagworte:
Mathematics
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Zusammenfassung:This paper deals with fuzzy logic controllers. Our interest is in studying different techniques of defuzzification methods. In particular, we propose a generalization of the WABL method to the multiple output system controller. We give a numerical realization, and we show the advantages of this method compared to other defuzzification methods (MOM, COG, WAF,\ldots) through an application for intelligent control of air conditioners.
ISSN:2311-004X
2310-5070
DOI:10.19139/soic-2310-5070-1706