摘要
人工神经网络具有很强的预测功能.根据某公路交通噪声的实测数据,应用人工神经网络进行道路交通噪声的预测,经检验,计算值与实测值接近,从而为道路交通噪声的预测提供了一种新的途径.
Artificial neural network is powerful in prediction. Based on the traffic noise data measured at a highway, the traffic noise levels were predicted with an artificial neural network. It is proved that the predicted data are in agrement with measured data well. Therefore, artificial neural network provides a new way for traffic noise prediction.
出处
《环境科学学报》
CAS
CSSCI
CSCD
北大核心
1998年第5期471-477,共7页
Acta Scientiae Circumstantiae
关键词
神经网络
交通
噪声预测
反向传播算法
噪声监测
neural network, traffic noise prediction, backpropagation algorithm.