| 基于BP神经网络的沙漠公路交通事故预测模型 |
| |
| 引用本文： | 梁艳,胡新民.基于BP神经网络的沙漠公路交通事故预测模型[J].交通标准化,2011(24):124-127. |
| |
| 作者姓名： | 梁艳 胡新民 |
| |
| 作者单位： | 新疆交通科学研究院,新疆乌鲁木齐,830000 |
| |
| 基金项目： | 西部交通建设项目(20063187970) |
| |
| 摘 要： | 介绍人工神经网络理论,论述BP神经网络的模型结构与原理,利用BP神经网络构建了交通事故预测模型,用MATLAB语言编写了相应的程序,并给出了模拟与预测的结果。模拟结果表明,构建的BP神经网络预测模型是成功的、有效的。
|
| 关 键 词： | BP神经网络 交通事故 建模 预测 |
Prediction Model of Desert Highway Traffic Accidents Based on BP Neural Network |
| |
| LIANG Yan
,
HU Xin-min.Prediction Model of Desert Highway Traffic Accidents Based on BP Neural Network[J].Communications Standardization,2011(24):124-127. |
| |
| Authors: | LIANG Yan HU Xin-min |
| |
| Institution: | LIANG Yan,HU Xin-min(Xinjiang Transportation Research Institute,Urumqi 830000,China) |
| |
| Abstract: | The structure and the principle of BP Neural Network are introduced,and the prediction model of traffic accident is built using BP Neural network.The program is designed by MATLAB language.The simulation and prediction results are obtained.The simulation results show that the BP Neural Network prediction model is successful and effective. |
| |
| Keywords: | BP Neural Network traffic accident modeling prediction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
