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A Three-phase Heuristic Algorithm Solving the Vehicle Routing Problem with Time Windows and Traffic Lights

机译:带时间窗和交通信号灯的车辆路径问题的三相启发式算法

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摘要

Classical models of vehicle routing problem with time windows consider the vehicle running process as a continuous process.In fact the running process is usually a segmentable process because of red lights,traffic jams and so on.In this paper we introduce the traffic lights into VRP problem and build a vehicle routing problem model with time windows and traffic lights,then we propose a three-phase heuristic algorithm based on tabu search to solve it.Experiment results show that the algorithm can solve the problem efficiently.
机译:具有时间窗的车辆路径问题的经典模型将车辆行驶过程视为一个连续的过程。实际上,由于红灯,交通拥堵等原因,行驶过程通常是可分段的过程。本文将交通灯引入VRP建立具有时间窗和交通信号灯的车辆路径问题模型,然后提出一种基于禁忌搜索的三相启发式算法进行求解。实验结果表明,该算法可以有效地解决该问题。

著录项

  • 来源
  • 会议地点 Changsha(CN);Changsha(CN)
  • 作者单位

    Huawei Ma@School of Management,Hefei University of Technology,Hefei 230009,China;

    Key Laboratory of Process Optimization and Intelligent Decision-making,Ministry of Education,Hefei 230009,China--Minglun Ren@School of Management,Hefei University of Technology,Hefei 230009,China;

    Key Laboratory of Process Optimization and Intelligent Decision-making,Ministry of Education,Hefei 230009,China--Shanlin Yang@School of Management,Hefei University of Technology,Hefei 230009,China;

    Key Laboratory of Process Optimization and Intelligent Decision-making,Ministry of Education,Hefei 230009,China--;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 金融、银行;
  • 关键词

    Vehicle routing problem; segmentable process; traffic lights; three-phase heuristic algorithm;

    机译:车辆路径问题;可分段过程;交通信号灯;三相启发式算法;

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