| 短时段交通流预测的RBF神经网络模型 |
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| 引用本文： | 周欣荣,崔扬.短时段交通流预测的RBF神经网络模型[J].道路交通与安全,2007,7(3):22-25. |
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| 作者姓名： | 周欣荣 崔扬 |
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| 作者单位： | 天津市城市规划设计研究院 天津300201 |
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| 摘 要： | 介绍了基于RBF神经网络的短时段交通量预测模型,并利用该模型对高速公路所采集的数据进行仿真预测分析。预测结果表明RBF神经网络预测方法通过定义合理的网络结构参数可以获得较高的预测精度,能够满足路网调度对短时段交通流预测的需求。
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| 关 键 词： | RBF神经网络 短时段交通流 路网调度 |
RBF Neural Network Model for Short-term Traffic Prediction |
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| Zhou Xinrong,Cui Yang.RBF Neural Network Model for Short-term Traffic Prediction[J].Road Traffic & Safety,2007,7(3):22-25. |
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| Authors: | Zhou Xinrong Cui Yang |
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| Institution: | Zhou Xinrong1,Cui Yang2 |
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| Abstract: | This paper introduced Short-term Traffic Prediction model based on RBF neural network,and then it was used to emulate data from freeway.It showed that RBF neural network can gain good forecasting results through proper definition for network structure and parameter.And this model can satisfy demand of shor-tterm traffic forecasting for road network commanding and scheduling. |
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| Keywords: | RBF neural network short-term traffic prediction road network control |
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