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用神经网络方法进行气象温度预测
引用本文:范春年,傅德胜.用神经网络方法进行气象温度预测[J].计算机应用与软件,2004,21(3):108-110.
作者姓名:范春年  傅德胜
作者单位:南京气象学院计算机科学与技术系,南京,210044
摘    要:本文提出了一种改进的BP算法以优化神经网络连接权,使网络具有快速全局收敛的能力,由此建立的温度预测模型取得了较好的效果。实验中选取了多组数据对网络进行训练和测试,在此过程中,对学习率和动态参数的选取以及网络结构的优化进行了初步探讨,得到了一些有益的结论。

关 键 词:气象温度预测  神经网络  BP算法  网络结构  信息处理单元

USING NEURAL NETWORK TO FORCAST METEOROLOGIC TEMPERATURE
Fan Chunnian,Fu Desheng.USING NEURAL NETWORK TO FORCAST METEOROLOGIC TEMPERATURE[J].Computer Applications and Software,2004,21(3):108-110.
Authors:Fan Chunnian  Fu Desheng
Abstract:This paper presents an improved BP algorithm to optimizing weights of neural network,so that the network can be constringed across-the-board and fast.On the basis of it,satisfactory effect was made in the forecasting meteorologic temperature model.Many groups of data were selected to train and test this network,in this procedure,the choice of learning rate & momentum factors,and optimizing the structure of this network were inquired into,and some profitable conclusions were obtained.
Keywords:Forecast temperature  Neural network  BP algorithm
本文献已被 CNKI 维普 万方数据 等数据库收录!
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