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基于大数据技术的城市道路交通短期流量预测研究 被引量:1

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摘要 车辆数量的增长为城市道路交通带来了较大的压力,很多城市经常出现道路交通拥堵的情况,为城市的发展带来了负面影响,导致了较为严重的汽车尾气污染问题,影响了城市的运行效率。智能交通技术是缓解城市道路交通拥堵问题的重要手段,该技术对道路交通流量进行预测,对车辆进行引导,缓解交通压力。而对城市道路交通的流量进行预测需要强大的计算平台以及精准的预测模型支撑。因此,本文基于大数据技术研究城市道路交通的短期预测问题。
作者 肖博严
出处 《中国新通信》 2020年第15期125-126,共2页 China New Telecommunications
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  • 1Abdoosa M, Mozayania N, Bazzanb A L C. Holonic multi-agent system for traffic signals control [J]. Engineering Applications of Artificial Intelligence, 2013, (26) : 1575- 1587.
  • 2Bi Y, Srinivasan D, Lu X, Sun Z, Zeng W. Type-2 fuzzy multi-intersection traffic signal control with differential evolutionoptimization[J]. Expert Systems with Applications, 2014, (41) : 7338 - 7349.
  • 3Balaji P G, Srinivasan D. Type-2 fuzzy logic based urban traffic management [J]. Engineering Applications of Artificial Intelligence, 2011, (24) : 12-22.
  • 4Gregoire P,Desjardins C, Laumonier J,Chaib-draa B. Urban traffic control based on learningagents[J]. IEEE Intelligent Transportation Systems Conference, 2007 : 916- 921.
  • 5Weiring M. Multi-agent reinforcement learning for traffic lightcontrol [C] // Proceedings of the 7th International Conference on Machine Learning, 2000:1151-1158.
  • 6Chen B, Cheng H. A review of the applications of agent technology in traffic and transportation systems [J]. IEEE Trans. on Intelligence Transport Systems, 2010, (2) : 485-497.
  • 7Roozemond D A. Using intelligent agents for pro- active, real-time urban intersection control [J]. European Journal of Operational Research, 2001, (2) :293-301.
  • 8Cai C, Yang Z. Study on urban traffic management based on multi-agent system[C]//IEEE Proceedings of the 6th International Conference on Machine Learning and Cybernetics, 2007 : 25- 29.
  • 9Choy M, Srinivasan D, Cheu R. Cooperative hybrid agent architecture for real-time traffic signal control [J]. IEEE Trans. on System Man and Cybernetics, Part A: System and Humans,2003, (5) : 597-607.
  • 10Srinivasan D, Choy M, Cheu R. Neural networks for real-time traffic signal control[J]. IEEE Trans. on Intelligence Transport Ssystems, 2006, (3) : 261 -272.

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