Performance Simulation of Identification System Based on Improved Neural Network Algorithm

Table 2

Forecast errors based on different methods.

Method of prediction	Regularized root mean square error	Equalization coefficient
Standard BP network algorithm	0.2790	0.9413
Improved algorithm for additional momentum	0.2706	0.9415
Improved algorithm for adaptive adjustment of parameters	0.2694	0.9436
Elastic BP algorithm	0.2685	0.9365
Improved algorithm of conjugate gradient	0.2720	0.9350
LM improved algorithm	0.2609	0.9253
RBF network algorithm	0.2678	0.9250
ANFIS	0.2667	0.9275
D-FNN	0.2683	0.9456