自动化技术、计算机技术 |
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短时交通流智能混合预测技术 |
任沙浦1,沈国江2 |
1. 绍兴文理学院 计算机系,浙江 绍兴 312000; 2. 浙江大学 工业控制技术国家重点实验室,浙江 杭州 310027 |
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Intelligent hybrid forecasting technique for short-term traffic flow |
REN Sha-pu1, SHEN Guo-jiang2 |
1. Departement of Computer Science, Shaoxing University, Shaoxing 312000, China;
2. State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou 310027, China |
[1] 韩超, 宋苏, 王成红. 基于ARIMA模型的短时交通流实时自适应预测系统[J]. 仿真学报,2004, 16(7):15301535.
HAN Chao, SONG Su,WANG Chenghong. A realtime shortterm traffic flow adaptive forecasting method based on ARIMA model [J]. Journal of System Simulation, 2004, 16(7):15301535.
[2] 四兵锋, 孙壮志,赵小梅. 基于随机用户平衡的混合交通网络流量分离模型[J]. 中国公路学报, 2006, 19(1): 9398.
SI Bingfeng, SUN Zhuangzhi, ZHAO Xiaomei. Mixed traffic network flowsplit model based on stochastic user equilibrium [J]. China Journal of Highway and Transport, 2006, 19(1): 9398.
[3] 熊烈强, 王富, 李杰. 路段交通流的动力学模型及其仿真[J]. 中国公路学报, 2006,19(2):9194.
XIONG Lieqiang, WANG Fu, LI Jie. Dynamical model of traffic flow on segment and its simulation [J]. China Journal of Highway and Transport, 2006,19(2):9194.
[4] 贺国光, 李宇,马寿峰. 基于数学模型的短时交通流预测方法探讨[J]. 系统工程理论与实践, 2000, 20(12): 5156.
HE Guoguang, LI Yu, MA Shoufeng. Discussion on shortterm traffic flow forecasting methods based on mathematical models [J]. Systems Engineering Theory and Practice, 2000, 20(12): 5156.
[5] 杨立才,贾磊,孔庆杰, 等. 粗正交小波网络及其在交通流预测中的应用[J]. 系统工程理论与实践,2005, 25(8):124129.
YANG Licai, JIA Lei, KONG Qingjie, et al. Rough orthogonal wavelet network and its applications to the traffic forecast [J]. Systems Engineering Theory and Practice, 2005, 25(8):124129.
[6] TAN Manchun. Study and implementation of a decision support system for urban transit planning [J]. Dynamics of Continuous Discrete and Impulsive Systems Series A, 2005, 13(1):17371742.
[7] YIN H B, Wong S C, XU J M, et al. Urban traffic flow prediction using a fuzzyneural approach [J]. Transportation Research Part C, 2002,10(2): 8598.
[8] CORINNE L. An urban traffic flow model integrating neural networks. Transportation Research Part C, 1997,5(5):287300.
[9] BATES J M, GRANGER C W J. The combination of forecasts [J]. Operational Research Quarterly, 1969, 20(1):451468.
[10] HORNIK K. Multilayer feedforward networks are universal approximators [J]. Neural Networks, 1989, 2(5):359366.
[11] HO F, IOANNOU P. Traffic flow modeling and control using artificial neural networks [J]. IEEE Control Systems Magazine, 1996, 16(5): 1627.
[12] 孔祥杰,沈国江,梁同海. 具有公交优先的路网交通流智能协调控制\ [J\]. 浙江大学学报:工学版, 2009, 43(6): 10261031.
KONG Xiangjie, SHEN Guojiang, LIANG Tonghai. Intelligent coordination control of traffic flow on road network with buspriority [J]. Journal of Zhejiang University: Engineering Science, 2009, 43(6): 10261031. |
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