Collaborative Optimization of Community Bus and Flexible Feeder Bus Connection System

Jia Zhang, Yugang Liu, Yue Hao, Yutian Tang
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Abstract

Along with the development of public transportation network in china, the connection between rail transit and conventional buses still needs further improvement. Designing an efficient feeder-bus network is essential for improving metro hubs’ distribution capacity. This paper divides the operation of the flexible feeder bus system into two stages. The first stage is to cluster travel demands with similar spatiotemporal characteristics, and then construct RLMP, SPS problems by using the column generation algorithm, which can reduce system travel cost and complete vehicle route planning at the same time. In the second stage, the mixed decision optimization of vehicle service attributes is carried out based on the reverse auction algorithm, which can minimize its impact on community bus and meet the demands of flexible bus operation. Finally, based on the bus operation data of three community bus routes near a subway station in Chengdu, it's verified that this model has good effects both on operational efficiency and benefits.
社区巴士与柔性接驳巴士连接系统协同优化
随着中国公共交通网络的发展,轨道交通与常规公交的衔接还有待进一步完善。设计高效的馈线母线网络是提高地铁枢纽配电能力的关键。本文将柔性接驳巴士系统的运行分为两个阶段。首先对具有相似时空特征的出行需求进行聚类,然后利用列生成算法构建RLMP、SPS问题,在降低系统出行成本的同时完成车辆路线规划;第二阶段,基于逆向拍卖算法对车辆服务属性进行混合决策优化,使其对社区公交的影响最小化,满足公交灵活运营的需求。最后,以成都市某地铁站附近三条社区公交线路的公交运营数据为例,验证了该模型在运营效率和效益上都有较好的效果。
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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