A hebbian based rule reduction approach to neuro-fuzzy modeling
Feng Liu · 2008
The research of neuro-fuzzy modeling is divided into two branches, the precise modeling, implemented by TSK-type fuzzy rules, and the linguistic modeling, realized through Mamdani-type fuzzy rules.Linguistic neuro-fuzzy modeling is investigated in the thesis.Neuro-fuzzy system is a hybrid of neural network and fuzzy system.Many neuro-fuzzy systems have been proposed primarily for improving modeling accuracy, but lesser attention has been devoted to address the interpretability of the derived fuzzy rules.The fuzzy rules that contain redundancy