Wavelet neural network for time series forecasting
2016-08-23
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Time series changes with time and randomly changing sequence, predicted the sequence refers to a time before all points of data to predict current and future data. Time series prediction method in random process theory in the General linear model was used to predict, such as the AR model, model MA, ARMA models, but these models in the model category selection, determine needs to determine order, large forecast errors. Wavelet theory is a new mathematical method for Wavelet neural network method and Wavelet neural networks, can be used for time-series prediction problem. This case using Wavelet neural network prediction of traffic flow, indicating the effectiveness of the network for prediction of time series.
matlab
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