Research Article

Performance Simulation of Identification System Based on Improved Neural Network Algorithm

Table 4

m = 4τ = 2 prediction performance comparison.

Method of predictionRegularized root mean square errorEqualization coefficient

Standard BP network algorithm0.35100.9104
Improved algorithm for additional momentum0.33460.9159
Improved algorithm for adaptive adjustment of parameters0.28560.9165
Elastic BP algorithm0.28950.9337
Improved algorithm of conjugate gradient0.27830.9284
LM improved algorithm0.27500.9219
RBF network algorithm0.28900.9211
ANFIS0.27630.9427
D-FNN0.27980.9184