Research Article

Research on Combinational Forecast Models for the Traffic Flow

Table 5

Comparison of MAPE in different combinational models.

IndicatingMAPE

GM5.537%
GM-Elman combination4.870%
Fixed weight combination of GM and ARIMA 3.891%
Elman combination of GM and ARIMA3.536%
Fixed weight combination of GM, ARIMA, and GRNN3.461%
Elman combination of GM, ARIMA, and GRNN2.083%