%0 Journal Article
%T Application of Neural Network and Genetic Algorithm in Dynamic Route Guidance<br>神经网络和遗传算法在动态路径诱导中的应用*
%A WU Cheng-dong
%A YANG Li-ying
%A XU Ke
%A <br>吴成东
%A 杨丽英
%A 许可
%J 计算机应用研究
%D 2006
%I 
%X In order to solve the problem of bad real-time and seeking answer ineffectively,which exist in route guidance of intelligent traffic system,a dynamic route guidance method based on Neural Network(NN) and Genetic Algorithm(GA) is presented.The NN forecasting method for traffic information has been studied deeply and the time-varied road weight has composed to matrixes,which solve the limitation problem in traditional static road weight.The GA for optimal route choice is discussed,the corresponding selection,crossover and mutation operators are given.The quality and the efficient of seeking the answer have been balanced.It is indicated by simulation that the presenting method of route guidance has achieve the right, real-time and quick guidance.
%K Route Guidance
%K Neural Network
%K Road Weight Matrix
%K GA(Genetic Algorithm)
%K Optimal Route Choice<br>路径诱导
%K 神经网络
%K 路阻矩阵
%K 遗传算法
%K 最优路径选择
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=193D2FA4D703937C&yid=37904DC365DD7266&vid=EA389574707BDED3&iid=94C357A881DFC066&sid=6425DAE0271BB751&eid=E114CF9BB47B65BE&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=2&reference_num=7