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Mobile telephone traffic prediction model based on neural network
Author(s): 
Pages: 518-521
Year: Issue:  5
Journal: JOURNAL OF CHENGDU UNIVERSITY OF INFORMATION TECHNOLOGY

Keyword:  BP神经网络Elman神经网络话务量预测预测模型;
Abstract: 话务量具有高度的非线性和时变特性,由于神经网络具有较强的非线性映射等特性,将其运用于非线性的话务量短期预测是非常合适的.以青白江2005年10月的话务量作为预测对象,提出基于BP神经网络和基于Elman神经网络的话务量预测模型,仿真实验表明两种模型对于话务量的短期预测均是可行有效的.经过比较,Elman神经网络训练速度比BP神经网络快很多,更适用于实际应用.
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