专题:城市交通公平与出行效率

考虑公平性的定制公交路径规划及系统评估

  • 刘锴 ,
  • 王静 ,
  • 连芝锐 ,
  • 王江波
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  • 1. 大连理工大学经济管理学院, 大连 116024;
    2. 大连理工大学交通运输学院, 大连 116024
刘锴,教授,研究方向为交通行为分析及系统优化,电子信箱:liukai@dlut.edu.cn

收稿日期: 2023-08-04

  修回日期: 2023-10-10

  网络出版日期: 2024-04-15

基金资助

国家自然科学基金项目(71871043,52302404)

Customized bus path planning and system evaluation considering equity

  • LIU Kai ,
  • WANG Jing ,
  • LIAN Zhirui ,
  • WANG Jiangbo
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  • 1. School of Economics and Management, Dalian University of Technology, Dalian 116024, China;
    2. School of Transportation and Logistics, Dalian University of Technology, Dalian 116024, China

Received date: 2023-08-04

  Revised date: 2023-10-10

  Online published: 2024-04-15

摘要

梳理了定制公交的研究进展,分析表明:公平性对定制公交服务系统的可持续发展起着至关重要的作用,现有线路规划研究已开始关注弱势群体出行公平性和时空均衡性问题。未来研究应着重解决公平性评价指标体系的建立、系统考虑公平性约束下的路径规划和调度运营等。定制公交系统设计应当兼顾新乘客票价优惠和忠诚乘客福利,在需求演化各阶段持续优化,提高定制公交系统的综合服务水平以及可持续发展能力。

本文引用格式

刘锴 , 王静 , 连芝锐 , 王江波 . 考虑公平性的定制公交路径规划及系统评估[J]. 科技导报, 2024 , 42(3) : 89 -96 . DOI: 10.3981/j.issn.1000-7857.2024.03.008

Abstract

Customized buses can achieve an accurate match between travel demands and responsive travel service supply to meet the emerging travel requirements of flexibility and carbon reduction. However, sustainable development of customized bus systems and routes still faces many problems. By analyzing the relevant literature in the past decade, this paper compares the hot spots and trends of customized buses, summarizes the common problems of existing research, and forecasts the important future research directions. Equity plays a crucial role in the sustainable development of customized bus service systems, and existing route planning studies have begun to focus on the equity for disadvantaged groups and spatial equilibrium. Future research should focus on addressing the establishment of a fairness evaluation index system, systematic consideration of route planning and scheduling operations under fairness constraints, etc. Customized bus system planning must take into account the design of new passenger fare discounts and loyalist benefits, and sustain efforts at all stages of demand evolution to improve the sustainability and survival rate of customized bus routes and systems.

参考文献

[1] Daganzo C F. An approximate analytic model of many-tomany demand responsive transportation systems[J]. Transportation Research, 1978, 12(5):325-333.
[2] Liu T, Ceder A. Analysis of a new public-transport-service concept:Customized bus in China[J]. Transport Policy, 2015, 39:63-76.
[3] Di Ciommo F, Shiftan Y. Transport equity analysis[J]. Transport Reviews, 2017, 37(2):139-151.
[4] Karner A. Assessing public transit service equity using route-level accessibility measures and public data[J]. Journal of Transport Geography, 2018, 67:24-32.
[5] 高艺萍,高虹,彭新潮,等.定制公交用户持续选择行为影响因素研究[J].武汉理工大学学报(交通科学与工程版), 2021, 45(4):639-642.
[6] Wang J, Yamamoto T, Liu K. Role of customized bus services in the transportation system:Insight from actual performance[J]. Journal of Advanced Transportation, 2019:6171532.
[7] Zheng Y, Li W, Qiu F, et al. Travelers'potential demand toward flex-route transit:Nanjing, China, case study[J]. Journal of Urban Planning and Development, 2020, 146(1):05019018.
[8] Ke J, Zheng H, Yang H, et al. Short-term forecasting of passenger demand under on-demand ride services:A spatio-temporal deep learning approach[J]. Transportation Research part C:Emerging technologies, 2017, 85:591-608.
[9] Knierim L, Schlüter J C. The attitude of potentially less mobile people towards demand responsive transport in a rural area in central Germany[J]. Journal of Transport Geography, 2021, 96:103202.
[10] Wang H, Li J, Wang P, et al. Adaptability analysis methods of demand responsive transit:A review and future directions[J]. Transport Reviews, 2023, 43(4):676-697.
[11] Vansteenwegen P, Melis L, Aktaş D, et al. A survey on demand-responsive public bus systems[J]. Transportation Research Part C:Emerging Technologies, 2022, 137:103573.
[12] Huang D, Gu Y, Wang S, et al. A two-phase optimization model for the demand-responsive customized bus network design[J]. Transportation Research Part C:Emerging Technologies, 2020, 111:1-21.
[13] Sanaullah I, Alsaleh N, Djavadian S, et al. Spatio-temporal analysis of on-demand transit:A case study of Belleville, Canada[J]. Transportation Research Part A:Policy and Practice, 2021, 145:284-301.
[14] Shen S, Ouyang Y, Ren S, et al. Design and implementation of zone-to-zone demand responsive transportation systems[J]. Transportation Research Record, 2021, 2675(7):275-287.
[15] Guo R, Guan W, Zhang W, et al. Customized bus routing problem with time window restrictions:Model and case study[J]. Transportmetrica A:Transport Science, 2019, 15(2):1804-1824.
[16] Tafreshian A, Abdolmaleki M, Masoud N, et al. Proactive shuttle dispatching in large-scale dynamic dial-aride systems[J]. Transportation Research Part B:Methodological, 2021, 150:227-259.
[17] Wu Y, Yuan Z, Xiao Q, et al. Customized bus scheme design of large transport terminals with jointly optimization of departure time, vehicle allocation and routing[J]. IET Intelligent Transport Systems, 2023, 17(1):85-101.
[18] Guo R, Zhang W, Guan W, et al. Time-dependent urban customized bus routing with path flexibility[J]. IEEE Transactions on Intelligent Transportation Systems, 2020, 22(4):2381-2390.
[19] Lyu Y, Chow C Y, Lee V C S, et al. CB-Planner:A bus line planning framework for customized bus systems[J]. Transportation Research Part C:Emerging Technologies, 2019, 101:233-253.
[20] Tirachini A, Chaniotakis E, Abouelela M, et al. The sustainability of shared mobility:Can a platform for shared rides reduce motorized traffic in cities?[J]. Transportation Research Part C:Emerging Technologies, 2020, 117:102707.
[21] Xia D, Zheng L, Cai X, et al. Urban Customized bus design for private car commuters[J]. IEEE Internet of Things Journal, 2022, 9(21):21723-21735.
[22] 安久煜,宋瑞,毕明凯,等.高铁车站接驳公交灵活线路优化设计研究[J].交通运输系统工程与信息, 2019, 19(5):150-155.
[23] 王超,马昌喜.基于遗传算法的定制公交多停车场多车线路优化[J].交通信息与安全, 2019, 37(3):109-117.
[24] 韩霜,傅惠.即时响应式定制公交调度优化[J].公路交通科技, 2020, 37(6):120-127.
[25] Li Z J, Song R, He S, et al. Methodology of mixed load customized bus lines and adjustment based on time windows[J]. PLoS ONE. 2018, 13(1):1-11.
[26] Tong L C, Zhou L, Liu J, et al. Customized bus survice design for jointly optimizing passenger-to-vehicle routing[J]. Transportation Research:Emerging Technologies, 2017, 85:451-475.
[27] Han Z, Chen Y, Li H, et al. Customized bus network design based on individual reservation demands[J]. Sustainability, 2019, 11(19):5535.
[28] 申婵,崔洪军.基于可靠性最短路的实时定制公交线路优化研究[J].交通运输系统工程与信息, 2019, 19(6):99-104.
[29] 彭巍,周和平,高攀.面向城际轨道交通的定制化接驳公交线路优化[J].长沙理工大学学报(自然科学版), 2017, 14(4):49-54.
[30] Zhang B, Zhong Z, Zhou X, et al. Optimization model and solution algorithm for rural customized bus route operation under multiple constraints[J]. Sustainability, 2023, 15(5):3883.
[31] 周晟,姜耀鹏,习晨希.浅谈老年人定制公交车次的研究[J].公路, 2020, 65(7):244-249.
[32] 汪怡然,陈景旭,王岳平,等.考虑服务公平性的定制公交动态响应方案[J].吉林大学学报(工学版), 2022, 52(11):2574-2581.
[33] Wang S, Wang J, Hu X, et al. Routing optimization of regional flexible transit under the mixed demand mode[J]. Transportation Research Record:Journal of the Transportation Research Board. 2023, 2677(10):662-675.
[34] Wang H, Guan H, Qin H, et al. Towards a more flexible demand responsive transit service with compensation mechanism considering boundedly rational passengers[J]. IET Intelligent Transport Systems. 2023, 17(6):1229-1246.
[35] Dou X, Meng Q, Liu K. Customized bus service design for uncertain commuting travel demand[J]. Transportmetrica (Abingdon, Oxfordshire, UK). 2021, 17(4):1405-1430.
[36] 岳昊,刘建业,李崇楠.引入价格窗的定制公交线路优化研究[J].交通运输系统工程与信息. 2022, 22(3):93-103.
[37] 蒋蕊,卓健.定制公交竞争力分析与规划应对[J].规划师, 2018, 34(8):113-119.
[38] 龚华炜,靳文舟,郝小妮,等.定制公交的博弈定价方法[J].华南理工大学学报(自然科学版), 2017, 45(8):70-76.
[39] 卢小林,张娴,俞洁,等.灵活型定制公交系统综合评价方法研究[J].公路交通科技, 2015, 32(5):135-140.
[40] Amirgholy M, Gonzales E J. Demand responsive transit systems with time-dependent demand:User equilibrium, system optimum, and management strategy[J]. Transportation Research Part B:Methodological, 2016, 92:234-252.
[41] 何民,李沐轩,税文兵,等.可靠性和舒适性对响应式定制公交线路设计的影响[J].公路交通科技, 2019, 36(5):145-151.
[42] Lai W T, Chen C F. Behavioral intentions of public transit passengers-The roles of service quality, perceived value, satisfaction and involvement[J]. Transport Policy, 2011, 18(2):318-325
[43] Jomnonkwao S, Ratanavaraha V, Khampirat B, et al. Factors influencing customer loyalty to educational tour buses and measurement invariance across urban and rural zones[J]. Transportmetrica A:Transport Science, 2015, 11(8):659-685.
[44] Wang J, Yamamoto T, Liu K. Key determinants and heterogeneous frailties in passenger loyalty toward customized buses:An empirical investigation of the subscription termination hazard of users[J]. Transportation Research Part C:Emerging Technologies, 2020, 115:102636.
[45] Wang J, Yamamoto T, Liu K. Exploring the subscribing behavior of customized bus passengers:Active users versus inactive users[J]. Journal of Choice Modelling, 2022, 43:100355.
[46] 张汝华,赵冰.需求响应式公交运行服务水平指标体系构建与测度研究[J].重庆交通大学学报(自然科学版), 2022, 41(11):41-51.
[47] Ciommo F D, Shiftan Y. Transport equity analysis[J]. Transport Reviews, 2017, 37(2):139-151.
[48] 金煜东.衡量定制公交对于公共交通公平可达性的贡献[D].大连:大连理工大学, 2022.
[49] Heinitz F. Sustainable development assessment of incentive-driven shared on-demand mobility systems in rural settings[J]. European Transport Research Review, 2022, 14(1):38.
[50] Nguyen-Hoang P, Yeung R. What is paratransit worth[J]. Transportation Research Part A:Policy and Practice, 2010, 44(10):841-853.
[51] Dytckov S, Persson J A, Lorig F, et al. Potential benefits of demand responsive transport in rural areas:A simulation study in Lolland, Denmark[J]. Sustainability, 2022, 14(6):3252.
[52] Ryley T J, Stanley P A, Enoch M P, et al. Investigating the contribution of demand responsive transport to a sustainable local public transport system[J]. Research in Transportation Economics, 2014, 48:364-372.
[53] Dessouky M, Rahimi M, Weidner M. Jointly optimizing cost, service, and environmental performance in demand-responsive transit scheduling[J]. Transportation Research Part D:Transport and Environment, 2003, 8(6):433-465.
[54] Varga B O, Iclodean C, Mariasiu F. Electric and hybrid buses for urban transport[M]. Switzerland:Springer International Publishing, 2016.
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