WANG Hong-wei, ZHAN Rong-kai, HE Han-gen. Improving Fuzzy Identifying Method Based on Fuzzy Clustering[J]. Acta Electronica Sinica, 2001, 29(4): 436-438.
DOI:
WANG Hong-wei, ZHAN Rong-kai, HE Han-gen. Improving Fuzzy Identifying Method Based on Fuzzy Clustering[J]. Acta Electronica Sinica, 2001, 29(4): 436-438.DOI:
Improving Fuzzy Identifying Method Based on Fuzzy Clustering
In accordance with the problem that the past fuzzy identifying method can not optimize the input-output space of fuzzy model
this paper proposes a fuzzy clustering method based on a new objective function.This method enables the input-output mapping space to approach the real output
thus optimizing the model structure.Simulation example demonstrates that this method can identify non-linear systems and significantly improve modeling accuracy.