| 基于神经网络的道路交通事故预测 |
| |
| 引用本文： | 刘芳,宇仁德. 基于神经网络的道路交通事故预测[J]. 农业装备与车辆工程, 2009, 0(2) |
| |
| 作者姓名： | 刘芳 宇仁德 |
| |
| 作者单位： | 山东理工大学交通与车辆工程学院,山东,淄博,255049 |
| |
| 摘 要： | 道路交通事故预测是交通研究的一个重要课题,以我国交通安全状况为研究对象,依据我国道路交通事故的特点,利用神经网络具有自学习、自组织、自适应能力特征,运用神经网络的方法及我国多个年度道路交通事故统计数据,建立了道路交通事故神经网络宏观预测模型,预测精度符合道路交通事故预测的要求.
|
| 关 键 词： | 交通事故 预测 BP神经网络 |
Forecasting of Road Traffic Accidents Based on Neural Network |
| |
| LIU Fang,YU Ren-de. Forecasting of Road Traffic Accidents Based on Neural Network[J]. Agricultural Equipment & Vehicle Engineering, 2009, 0(2) |
| |
| Authors: | LIU Fang YU Ren-de |
| |
| Affiliation: | School of Transportation and Vehicle Engineering;Shandong University of Technology;Zibo 255049;China |
| |
| Abstract: | Forecasting of road traffic accidents is an important aspect of traffic research. With the priority of neural network system's ability of self-organization and self-adaption,by means of neural system and road traffic accidents statistic data,this article set up the macro model of neural network prediction system of traffic accident by investigation of traffic safety condition in China. The forecasting accuracy is satisfactory to prediction of road traffic accidents. |
| |
| Keywords: | MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
