Continuous approximation and GIS-enhanced design optimization of feeder bus networks along rail corridors.

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-05-23 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0318616
Jiahe Liu, Rui Song
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引用次数: 0

Abstract

As urbanization accelerates, urban public transportation systems are tasked with meeting the growing demand for travel. According to statistics, the regional rail transit network currently handles 60% of the passenger volume for trips originating from around the stations, and this is projected to increase by over 20% within the next decade. However, the current feeder bus services suffer from insufficient coverage, leading to inconvenience for passengers and impacting the overall efficiency of the transportation system. To enhance the public transit service coverage along a rail transit corridor, this study designs feeder bus services to connect the rail stations. A theoretical trunk-feeder transit design problem is firstly solved to furnish the initial feeder bus line designs. The objective is to minimize total generalized system cost with respect to the density of feeder bus routes and their service frequencies. The idealized design of the optimal bus route density function is then discretized into specific locations and fine-tuned with Geographic Information System (GIS) tool. Considering local conditions like road network and demographic information, a four-step adjustment strategy is proposed to furnish the implementation-ready design of feeder bus services. Numerical results show the final design renders at least 3.5% saving in total system cost. This study illustrates how the state-of-the-art theories of transit design can be applied into practice and highlights the connection between theoretical studies and practical application.

铁路走廊接驳巴士网络的连续逼近与gis增强设计优化。
随着城市化进程的加快,城市公共交通系统的任务是满足日益增长的出行需求。据统计,区域轨道交通网络目前处理了60%来自车站周围的客运量,预计在未来十年内将增加20%以上。然而,目前的接驳巴士服务覆盖范围不足,给乘客带来不便,并影响运输系统的整体效率。为提高轨道交通走廊沿线的公共交通服务覆盖率,本研究设计接驳巴士服务,连接铁路车站。首先解决了理论干线接驳公交设计问题,为初步的接驳公交线路设计提供依据。目标是使系统总成本与接驳巴士路线的密度及其服务频率有关。然后将最佳公交路线密度函数的理想设计离散到特定位置,并使用地理信息系统(GIS)工具进行微调。结合当地的道路网络和人口信息,提出了四步调整策略,以提供可实施的接驳巴士服务设计。数值计算结果表明,最终设计方案可节省至少3.5%的系统总成本。本研究说明了如何将最先进的交通设计理论应用于实践,并突出了理论研究与实际应用之间的联系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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