+高级检索
需求响应公交多车型混合运营调度
DOI:
作者:
作者单位:

作者简介:

通讯作者:

基金项目:


Scheduling for Multi-vehicle-type Mixed Operation of Demand Responsive Transit
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
    摘要:

    需求响应公交多采用包车、拼车模式运营, 然而, 面对时变道路信息, 单一运营模式将影响运营效率. 为最大化利用车辆资源, 提出一种在有限公交资源和多种运营模式下的灵活调度与车队配置方法. 首先, 基于包车、拼车模式特点, 结合新型点对点拼车模式和异质车队特性, 统筹考虑包车、拼车、点对点拼车三种运营模式, 通过设计双层时间窗, 以最大化运营效益为目标, 构建多车型混合运营调度模型. 其次, 改进自适应大邻域搜索的启发式算法, 通过优化邻域搜索操作, 提高求解质量. 最后, 基于武汉市真实路网数据和居民出行数据进行仿真试验. 结果表明, 本文提出的多车型混合运营模型对比包车、拼车模型, 在车队规模达到100辆时, 运营收益分别提升9%、7%, 订单响应率提升10%、6%, 乘客平均等待时间下降30%、25%, 综合提升了运营商和乘客的效益.

    Abstract:

    Demand responsive transit typically operates in chartered or ride-sharing modes. Due to the time-varying road information, using a single operation mode will reduce the operational efficiency. To maximize the use of vehicle resources, a flexible scheduling and fleet configuration method under limited bus resources and multiple operation modes is proposed. First, based on the characteristics of chartered and ride-sharing modes, combined with the new point-to-point ride-sharing mode and heterogeneous fleet characteristics, the above three modes are taken into account as a whole. By designing a double-layer time window and aiming to maximize the operational benefits, a multi-vehicle-type mixed operation scheduling model is constructed. Secondly, the heuristic algorithm of adaptive large neighborhood search algorithm is improved. By optimizing neighborhood search operations, the solution quality is enhanced. Finally, simulation experiments based on real road network data and travel data from Wuhan City are conducted. The results show that, compared with the chartered and ride-sharing models, when the fleet size reaches 100 vehicles, the multi-vehicle-type mixed operation model increases the operational revenue by 9% and 7%, improves the order response rates by 10% and 6%, and reduces the average passenger wait time by 30% and 25%, respectively. Overall, the model enhances both the operator’s and passengers’ benefits.

    参考文献
    相似文献
    引证文献
文章指标
  • PDF下载次数:
  • HTML阅读次数:
  • 摘要点击次数:
  • 引用次数:
引用本文

胡满江 ,王兹珑 ,王晓伟 ?,刘雨诺 ,曹恺 ,边有钢 .需求响应公交多车型混合运营调度[J].湖南大学学报:自然科学版,2025,52(12):1~12

复制
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-01-06
  • 出版日期:
作者稿件一经被我刊录用,如无特别声明,即视作同意授予我刊论文整体的全部复制传播的权利,包括但不限于复制权、发行权、信息网络传播权、广播权、表演权、翻译权、汇编权、改编权等著作使用权转让给我刊,我刊有权根据工作需要,允许合作的数据库、新媒体平台及其他数字平台进行数字传播和国际传播等。特此声明。
关闭