Article(id=1318999914953167527, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999703161782439, articleNumber=null, orderNo=null, doi=10.3969/j.issn.1672-6073.2025.04.019, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1724169600000, receivedDateStr=2024-08-21, revisedDate=1746633600000, revisedDateStr=2025-05-08, acceptedDate=null, acceptedDateStr=null, onlineDate=1792403685558, onlineDateStr=2026-10-19, pubDate=1754755200000, pubDateStr=2025-08-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1792403685558, onlineIssueDateStr=2026-10-19, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1792403685558, creator=13701087609, updateTime=1792403685558, updator=13701087609, issue=Issue{id=1318999703161782439, tenantId=1146029695717560320, journalId=1146123302524792850, year='2025', volume='38', issue='4', pageStart='1', pageEnd='159', issueExtLink='null', onlineDate='null', pubDate='1754755200000', pubDateStr='2025-08-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1792403635062, creator='13701087609', updateTime=1792733364265, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1320382687735558277, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999703161782439, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1320382687735558278, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999703161782439, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=144, endPage=153, ext={EN=ArticleExt(id=1318999915150299817, articleId=1318999914953167527, tenantId=1146029695717560320, journalId=1146123302524792850, language=EN, title=Optimization of Urban Rail Transit Operation Plan during the Entry Period of Large-Scale Events, columnId=1153381654128218984, journalTitle=Urban Rapid Rail Transit, columnName=Operation Management, runingTitle=null, highlight=null, articleAbstract=

To alleviate platform congestion caused by a large number of passengers exiting metro stations near event venues before the start of large-scale events, this study proposes a method that staggers the arrival times of trains in both directions and incorporates a skip-stop strategy. A mathematical optimization model is developed to minimize the platform dwell time of outbound passengers, the risk of crowding on the platform, and the number of skip-stop operations. Furthermore, an iterated local search algorithm is designed, taking into account the characteristics of passenger flow and the metro timetable during large-scale events. The algorithm explores feasible neighboring solutions in two ways: by adjusting train running and stopping times, and by modifying stop plans. Using data from a major event in Nanchang as a case study, the effectiveness of the model and algorithm is validated. The results show that the proposed iterated local search algorithm can quickly obtain high-quality solutions. After optimization, the maximum number of passengers on the platform decreased from 2,951 to 1,006, the average platform exit time for passengers was reduced by 94.7 seconds, and the platform crowding risk was reduced by 94%. The strategies of staggering train arrivals and implementing skip-stops can effectively reduce passenger exit times and alleviate congestion at stations near event venues before large-scale events begin.

, authors=Qiqiang XIAO1, Jungang SHI1, Wei ZHU2, Wei HOU3, authorsList=Qiqiang XIAO, Jungang SHI, Wei ZHU, Wei HOU, authorCompany=null, correspAuthors=Jungang SHI, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1318999915448095402, articleId=1318999914953167527, tenantId=1146029695717560320, journalId=1146123302524792850, language=CN, title=大型活动进场时段城市轨道交通运行计划优化, columnId=1153381654287602537, journalTitle=都市快轨交通, columnName=运营管理, runingTitle=null, highlight=null, articleAbstract=

为缓解大型活动开始前大量乘客集中在活动举办地附近的地铁站出站而产生的站台拥堵问题,采用错开上下行列车的到站时刻和设计列车跳停策略的方法,建立以最小化出站乘客在站台的滞留时间、乘客出站时在站台的拥挤风险和列车跳停次数为目标的数学优化模型,对列车的运行时间和停站方案进行优化。此外,结合地铁运行图和大型活动的客流特点,设计迭代局部搜索算法求解。设计算法包含2种搜索可行邻域解的方法:一种是通过调整列车运行和停站时间搜索邻域解,另一种是通过调整停站方案搜索邻域解。以南昌某大型活动的数据为例,对模型和算法的效果进行验证,实例表明:设计的迭代局部搜索算法能快速得到高质量解,优化后站台上的人数最大值由2 951人降至1 006人,乘客的平均出站时间减少了94.7 s,减少明显,站台的拥挤风险降低了94%,错开列车到站时间和使列车跳停的策略能有效减少乘客的出站时间,缓解活动开始前活动现场附近车站的拥挤情况。

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肖起强,男,硕士研究生,研究方向为轨道交通运输系统优化,

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石俊刚,男,博士,副教授,研究方向为交通运输系统优化,
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大型活动进场时段城市轨道交通运行计划优化
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肖起强 1 , 石俊刚 1 , 朱炜 2 , 侯伟 3
都市快轨交通 | 运营管理 2025,38(4): 144-153
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都市快轨交通 |运营管理 2025 , 38 (4) : 144 -153
大型活动进场时段城市轨道交通运行计划优化
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肖起强1 , 石俊刚1 , 朱炜2, 侯伟3
作者信息
  • 1.华东交通大学交通运输工程学院,南昌 330013
  • 2.同济大学交通运输工程学院,上海 201804
  • 3.南昌轨道交通集团有限公司运营分公司,南昌 330038
通讯作者:
石俊刚,男,博士,副教授,研究方向为交通运输系统优化,
作者简介:

肖起强,男,硕士研究生,研究方向为轨道交通运输系统优化,

Optimization of Urban Rail Transit Operation Plan during the Entry Period of Large-Scale Events
Qiqiang XIAO1 , Jungang SHI1 , Wei ZHU2, Wei HOU3
Affiliations
  • 1.School of Transportation Engineering, East China Jiaotong University, Nanchang 330013
  • 2.School of Transportation Engineering, Tongji University, Shanghai 201804
  • 3.Nanchang Rail Transit Group Co., Ltd., Operating Branch, Nanchang 330038
出版时间: 2025-08-10 doi: 10.3969/j.issn.1672-6073.2025.04.019
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为缓解大型活动开始前大量乘客集中在活动举办地附近的地铁站出站而产生的站台拥堵问题,采用错开上下行列车的到站时刻和设计列车跳停策略的方法,建立以最小化出站乘客在站台的滞留时间、乘客出站时在站台的拥挤风险和列车跳停次数为目标的数学优化模型,对列车的运行时间和停站方案进行优化。此外,结合地铁运行图和大型活动的客流特点,设计迭代局部搜索算法求解。设计算法包含2种搜索可行邻域解的方法:一种是通过调整列车运行和停站时间搜索邻域解,另一种是通过调整停站方案搜索邻域解。以南昌某大型活动的数据为例,对模型和算法的效果进行验证,实例表明:设计的迭代局部搜索算法能快速得到高质量解,优化后站台上的人数最大值由2 951人降至1 006人,乘客的平均出站时间减少了94.7 s,减少明显,站台的拥挤风险降低了94%,错开列车到站时间和使列车跳停的策略能有效减少乘客的出站时间,缓解活动开始前活动现场附近车站的拥挤情况。

地铁  /  运行计划优化  /  拥堵  /  迭代局部搜索算法  /  大型活动

To alleviate platform congestion caused by a large number of passengers exiting metro stations near event venues before the start of large-scale events, this study proposes a method that staggers the arrival times of trains in both directions and incorporates a skip-stop strategy. A mathematical optimization model is developed to minimize the platform dwell time of outbound passengers, the risk of crowding on the platform, and the number of skip-stop operations. Furthermore, an iterated local search algorithm is designed, taking into account the characteristics of passenger flow and the metro timetable during large-scale events. The algorithm explores feasible neighboring solutions in two ways: by adjusting train running and stopping times, and by modifying stop plans. Using data from a major event in Nanchang as a case study, the effectiveness of the model and algorithm is validated. The results show that the proposed iterated local search algorithm can quickly obtain high-quality solutions. After optimization, the maximum number of passengers on the platform decreased from 2,951 to 1,006, the average platform exit time for passengers was reduced by 94.7 seconds, and the platform crowding risk was reduced by 94%. The strategies of staggering train arrivals and implementing skip-stops can effectively reduce passenger exit times and alleviate congestion at stations near event venues before large-scale events begin.

metro  /  operation plan optimization  /  congestion  /  iterated local search  /  large scale event
肖起强, 石俊刚, 朱炜, 侯伟. 大型活动进场时段城市轨道交通运行计划优化. 都市快轨交通, 2025 , 38 (4) : 144 -153 . DOI: 10.3969/j.issn.1672-6073.2025.04.019
Qiqiang XIAO, Jungang SHI, Wei ZHU, Wei HOU. Optimization of Urban Rail Transit Operation Plan during the Entry Period of Large-Scale Events[J]. Urban Rapid Rail Transit, 2025 , 38 (4) : 144 -153 . DOI: 10.3969/j.issn.1672-6073.2025.04.019
  • 国家自然科学基金项目(72361012)
  • 南昌轨道交通科研计划项目(2021HGKYC005)
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2025年第38卷第4期
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文章信息
doi: 10.3969/j.issn.1672-6073.2025.04.019
  • 接收时间:2024-08-21
  • 首发时间:2026-10-19
  • 出版时间:2025-08-10
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  • 收稿日期:2024-08-21
  • 修回日期:2025-05-08
基金
国家自然科学基金项目(72361012)
南昌轨道交通科研计划项目(2021HGKYC005)
作者信息
    1.华东交通大学交通运输工程学院,南昌 330013
    2.同济大学交通运输工程学院,上海 201804
    3.南昌轨道交通集团有限公司运营分公司,南昌 330038

通讯作者:

石俊刚,男,博士,副教授,研究方向为交通运输系统优化,
参考文献
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