| Traffic Forecasting Model Based on Takagi-Sugeno Fuzzy Logical System |
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| 作者姓名： | 王维工 李征 程美玲 |
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| 作者单位： | CollegeofInformationScienceandTechnology,DonghuaUniversity,Shanghai200051 |
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| 摘 要： | The local multiple regression fuzzy(LMRF)model based on Takagi-Sugeno fuzzy logical system and its application in traffic forecasting is proposed. Besides its prediction accuracy is testified and the model is proved much better than conventional forecasting methods. According to the regional traffic system, the model perfectly states the complex non-linear relation of the traffic and the local social economy. The model also efficiently deals with the system lack of enough data.
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| 关 键 词： | 交通预测模型 模糊逻辑系统 T-S模型 非线性系统 LMRF模式 |
Traffic Forecasting Model Based on Takagi-Sugeno Fuzzy Logical System |
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| Wang wei-gong,LI Zheng,CHENG Mei-ling.Traffic Forecasting Model Based on Takagi-Sugeno Fuzzy Logical System[J].Journal of Donghua University,2005,22(1):129-132. |
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| Authors: | Wang wei-gong LI Zheng CHENG Mei-ling |
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| Abstract: | The local multiple regression fuzzy(LMRF)model based on Takagi-Sugeno fuzzy logical system and its application in traffic forecasting is proposed. Besides its prediction accuracy is testified and the model is proved much better than conventional forecasting methods. According to the regional traffic system, the model perfectly states the complex non-linear relation of the traffic and the local social economy. The model also efficiently deals with the system lack of enough data. |
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| Keywords: | T-S model traffic forecasting LMRF model |
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