A Network Traffic Prediction Model Based on Quantum-Behaved Particle Swarm Optimization Algorithm and Fuzzy Wavelet Neural Network

Table 1

Performance comparison of the six prediction methods.

Method	MSE	NMSE	MAPE		CE
QPSO-FWNN		0.0348	0.0181	0.9833	0.9667
BP		0.3022	0.0986	0.8602	0.3091
RBF		0.2182	0.0786	0.9115	0.5424
FNN		1.0999	0.2041	−0.1692	−28.6128
FWNN-GA		0.1475	0.0434	0.9560	0.8884
ARIMA		0.5974	0.7326	0.7326	0.5011