Based upon the characteristics of traffic flow forecast and the principal component analysis (PCA), a new traffic flow forecasting model combined rough sets and orthogonal wavelet network together, called rough orthogonal wavelet network forecasting model, is put forward. The model has been successfully used to forecast urban traffic flow. Using the principal component analysis about input vectors, the model keeps away from the dimension avalanche of orthogonal wavelet networks. The experiment results show ...