On choosing models for linguistic connector words for Mamdani fuzzy logic systems.

We examine ten antecedent connector models in the framework of a singleton or nonsingleton fuzzy logic system (FLS), to establish which models can be used. In this work, a usable connector model must lead to a separable firing degree that is a closed-form and piecewise-differentiable function of the...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:	IEEE Transactions on fuzzy systems 12, 1 (2004).
1. Verfasser:	Hongwei Wu
Format:	Artikel
Sprache:	English
Schlagworte:	Mackey-Glass time-series. Mamdani fuzzy logic systems. Mamdani-minimum implication method. Mamdani-product method. Antecedent connector models. Chaotic time-series. Closed-form function. Fuzzy set aggregation. Linguistic connector words. Membership function parameters. Piecewise-differentiable function. Separable firing degree. Singleton firing degrees. Soft-ordered weight system. T-conorm. T-norm.