A Forecasting Algorithm Based on Evolutionary Neural Network

The network structure is one of the main factors, which determine the accuracy of the neural network forecasting method. In this paper, the evolutionary neural network is used. The parameters of network structure are determined automatically by genetic algorithm. So the dependence on the experience of the forecaster is decreased. The proposed algorithm is used to the traffic data of different sampling interval, and the results indicate that the algorithm is effective.