On accommodating the semantic-based interpretability in evolutionary linguistic fuzzy controller

In this paper, we propose the accommodation of the semantic-based interpretability in evolutionary linguistic fuzzy controller through an overlap-based encoding strategy for the triangular membership function (MF) parameters. With this strategy, the coverage and the distinguishability aspect of the...

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Veröffentlicht in:	Journal of intelligent & fuzzy systems 2019-01, Vol.36 (4), p.3765-3778
Hauptverfasser:	Megherbi, Hassina, Megherbi, Ahmed Chaouki, Benmahammed, Khier
Format:	Artikel
Sprache:	eng
Schlagworte:	Controllers D C motors Design optimization Electric motors Evolution Fuzzy control Fuzzy sets Machine tool industry Partitions Semantics
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