%0 Journal Article
%T DEFORMATION PREDICTION OF SUBWAY TUNNEL WITH NEURAL NETWORK METHOD<br>地铁隧道变形的神经网络法预测
%A Pan Guorong
%A <br>潘国荣
%J 大地测量与地球动力学
%D 2007
%I 
%X On the basis of the advantage of the neural network method for processing nonlinear problem, some technological problems such as the election of technic parameteres may affect the network convergene in the prediction of tunnel deformation are analyzed. The method preventing exceed training and local optimization is presented.
%K subway tunnel
%K deformation prediction
%K neural network
%K unitary
%K back-propagation<br>地铁隧道
%K 变形预报
%K 神经网络
%K 归一化
%K 反向传播算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=E62459D214FD64A3C8082E4ED1ABABED5711027BBBDDD35B&cid=DA72A78627FE64EAA572951EA05D274A&jid=73A1A428591E600EF664B596512A2997&aid=65BB665097500E29&yid=A732AF04DDA03BB3&vid=DB817633AA4F79B9&iid=CA4FD0336C81A37A&sid=E203FB1A272C9DD2&eid=656F8C8401D91023&journal_id=1671-5942&journal_name=大地测量与地球动力学&referenced_num=1&reference_num=18