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Time Series Neural Network Forecasting Methods 被引量:2

Time Series Neural Network Forecasting Methods
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摘要 In this paper,the possibility and key problem to construct the neural network time series model and three time series neural network forecasting methods,that is, the nerual network nonlinear time series model,neural network multi-dimension time series models and the neural network combining predictive model,are proposed.These three methods are applied to real problems.The results show that these methods are better than the traditional one.Furthermore,the neural network compared to the traditional method,and the constructed model of intellectual information forecasting system is given. In this paper,the possibility and key problem to construct the neural network time series model and three time series neural network forecasting methods,that is, the nerual network nonlinear time series model,neural network multi-dimension time series models and the neural network combining predictive model,are proposed.These three methods are applied to real problems.The results show that these methods are better than the traditional one.Furthermore,the neural network compared to the traditional method,and the constructed model of intellectual information forecasting system is given.
出处 《Systems Science and Systems Engineering》 CSCD 1996年第1期24-32,共9页 系统科学与系统工程学报(英文版)
关键词 Information theory Information processing Neural network forecasting method Information theory Information processing Neural network forecasting method
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