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Minimizing Metro Transfer Waiting Time with AFCS Data Using Simulated Annealing with Parallel Computing

机译:通过模拟退火和并行计算,利用AFCS数据最大程度地减少地铁换乘等待时间

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摘要

Coordinating train arrivals at transfer stations by altering their departure times can reduce transfer waiting time (TWT) and improve level of service. This paper develops amethod to optimize train departure times fromterminals thatminimizes total TWT for an urban rail network with many transfer stations. To maintain service capacity and avoid operational complexity, dispatching headway is fixed. An integrated Simulated Annealing with parallel computing approach is applied to perform the optimization. To demonstrate model applicability and performance, the Shenzhen metro network is applied, where passenger flows (i.e., entry, transfer, and exit) at stations are approximated with the automatic fare collection system (AFCS) data. Results show that the total TWT can be significantly reduced.
机译:通过更改火车的出发时间来协调火车到达的时间,可以减少换乘等待时间(TWT),并提高服务水平。本文提出了一种方法来优化从终点站出发的火车发车时间,从而使具有许多换乘站的城市铁路网的总TWT最小化。为了保持服务能力并避免操作复杂性,调度进度是固定的。采用集成的具有并行计算方法的模拟退火来执行优化。为了演示模型的适用性和性能,应用了深圳地铁网络,其中使用自动票价收集系统(AFCS)数据来估算车站的客流(即进出,中转和出站)。结果表明,总TWT可以显着降低。

著录项

  • 来源
    《Journal of Advanced Transportation》 |2018年第6期|4218625.1-4218625.17|共17页
  • 作者单位

    Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 610000 Sichuan Peoples R China|Natl Engn Lab Integrated Transportat Big Data App Chengdu 610000 Sichuan Peoples R China;

    Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 610000 Sichuan Peoples R China;

    New Jersey Inst Technol John A Reif Jr Dept Civil & Environm Engn Newark NJ 07102 USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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