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Volume 16 Issue 5
Sep.  1994
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Wen Xinhui. TIME SERIES NEURAL NETWORK FORE- CASTING METHODS[J]. Journal of Electronics & Information Technology, 1994, 16(5): 456-462.
Citation: Wen Xinhui. TIME SERIES NEURAL NETWORK FORE- CASTING METHODS[J]. Journal of Electronics & Information Technology, 1994, 16(5): 456-462.

TIME SERIES NEURAL NETWORK FORE- CASTING METHODS

  • Received Date: 1992-12-22
  • Rev Recd Date: 1994-03-31
  • Publish Date: 1994-09-19
  • This paper discussed the possibility and key problem of constructing the neural network time series model, and three time series neural network forecasting methods has been proposed. That is, the neural network nonlinear time series model, the neural network multi-dimension time model and the neural network com bining predictive model. These three methods are applied 10 real prcblems. The results show that these methods are better than the traditional ones. Furthermore, the comparison of the neural network with the traditional methods and the constructed model of intellectual information forecasting system are given.
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  • 翁文波.预测论基础.北京:石油工业出版社,1984,第二章.[2]文新辉,陈开周.西安电子科技大学学报,1994,21(1): 73-78.[3]文新辉,陈开周.预测,1993,12(6): 48-51.[4]文新辉,牛明洁.预测,1992,26(4): 58-61.[5]文新辉,陈开周.神经网络在经济管理中的应用之二:神经网络广义组合预测模型,中国神经网络1993年学术大会,西安:1993,1034-1042.[6]Bates J M, Granger C W J. Operations Research Quarterly, 1969, 20(2): 319-324.
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