A robust structure identification method for evolving fuzzy system

•A new evolving fuzzy system based on error-reducing method is developed.•A new partitioning technique that locates the best splitting point is proposed.•An index is proposed to find a compromise between accuracy and interpretability.•Using real world data, the proposed model outperforms state-of-th...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Expert systems with applications 2018-03, Vol.93, p.267-282
Hauptverfasser:	Sa'ad, Hisham Haider Yusef, Isa, Nor Ashidi Mat, Ahmed, Md. Manjur, Sa'd, Adnan Haider Yusef
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Complexity Error-reducing method Evolving method Fuzzy logic Fuzzy system Fuzzy systems Greedy algorithm Incremental learning Learning Optimization Partitioning
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!