A Fuzzy Neural Network Based on Non-Euclidean Distance Clustering for Quality Index Model in Slashing Process

Table 3

Performance contrast with difference models.

	nED-FNN	GP-FNN		BPNN	RBFNN
		Membership = 2	Membership = 3
Converge time	52.15 s	19.24 s	539.60 s	28.27 s	3.84 s
Max relative error (MRE)	0.0086	0.0459	0.0216	0.0229	0.0315
Max absolute error (MAE)	0.0904	0.5122	0.2346	0.2388	0.3569
Root-mean square error (RMSE)	0.0222	0.1886	0.0548	0.0779	0.1220