Summary of Short-time Traffic Flow Forecasting Methods
Lei Jia · Journal of University of Jinan · 2008
This article follows the steps of the intelligent transport research as its main stream,and gives us a summary of the research methods on short-term traffic flow forecasting.It analyzes the existing forecasting methods from the following four aspects:methods based on statistical theory,methods based on neural network,methods based on non-linear theory.and forecasting methods based on the rising technology.The integrated forecasting model which joins the artificial neural network to researches in other areas has a better forecasting effect than the single model of neural network and the regular forecasting model.Also,the forecasting method which based on non-linear theory will have a better developing prospect.