| 基于BP神经网络的动态交通流量预测 |
| |
| 引用本文： | 张伟杰,高彤.基于BP神经网络的动态交通流量预测[J].吉林建筑工程学院学报,2011,28(2):80-82. |
| |
| 作者姓名： | 张伟杰 高彤 |
| |
| 作者单位： | 吉林建筑工程学院计算机科学与工程学院,长春,130118 |
| |
| 基金项目： | 吉林省教育厅"十一五"科学技术研究项目 |
| |
| 摘 要： | 本文通过对BP神经网络和影响交通流量因素的分析,采用Windrow-Hoff学习算法、Kolmogorov定理和trainlm训练方法,实现对长春市开运街和湖西路路段动态交通流量的预测.
|
| 关 键 词： | 神经网络 BP神经网络 交通流量 |
Forecast of Dynamical Traffic Flows Baseed on BP Artificial Neural Network |
| |
| ZHANG Wei-jie,GAO Tong.Forecast of Dynamical Traffic Flows Baseed on BP Artificial Neural Network[J].Journal of Jilin Architectural and Civil Engineering,2011,28(2):80-82. |
| |
| Authors: | ZHANG Wei-jie GAO Tong |
| |
| Affiliation: | (School of Computer Science and Engineering,Jilin Institute of Architecture and Civil Engineering,Changchun,China 130118) |
| |
| Abstract: | The thesis analyzes BP artificial neural network and factors of affecting traffic flows,adopts algorithm of Windrow-Hoff learning,theory of Kolmogorov and drill of Trainlm,realizes the forecast of dynamical traffic flows on Kaiyun street and Huxi road in Changchun. |
| |
| Keywords: | artificial neural network BP artificial neural network traffic flows |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
