IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v609y2023ics0378437122009633.html
   My bibliography  Save this article

Pre-trip reservation enabled route guidance and signal control cooperative method for improving network throughput

Author

Listed:
  • Wang, Jiawen
  • You, Lan
  • Hang, Jiayu
  • Zhao, Jing

Abstract

With the ever-increasing traffic demand, efficient urban traffic operation is facing more and more pressure and challenges. Route guidance and signal control are effective methods to enhance the existing urban traffic capacity and realize the sustainable development of traffic systems. In this paper, a collaborative optimization method of route guidance and intersection signal controlling is proposed under the background of a pre-trip reservation. Vehicles were divided into reserved and non-reserved vehicles, which corresponds to pre-trip reservation and non-reserved travel, respectively. Firstly, route guidance models considering both road network efficiency and vehicle travel time are proposed for different types of vehicles. Then, based on the impact of different travel modes on traffic flow distribution, a collaborative optimization for route guidance and intersection signal control was realized through the proposed dynamic signal optimization method. The experimental results showed that road network capacity was improved by 16% under the condition of high traffic flow by using the proposed optimization method. The proposed method can also alleviate the congestion of some sections without causing the transfer of congestion. The effectiveness of the proposed method was verified by simulation experiments, which can provide a theoretical reference for traffic control and management in the context of pre-trip reservation.

Suggested Citation

  • Wang, Jiawen & You, Lan & Hang, Jiayu & Zhao, Jing, 2023. "Pre-trip reservation enabled route guidance and signal control cooperative method for improving network throughput," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 609(C).
    • Handle: RePEc:eee:phsmap:v:609:y:2023:i:c:s0378437122009633
    DOI: 10.1016/j.physa.2022.128405
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437122009633
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/j.physa.2022.128405?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yildirimoglu, Mehmet & Sirmatel, Isik Ilber & Geroliminis, Nikolas, 2018. "Hierarchical control of heterogeneous large-scale urban road networks via path assignment and regional route guidance," Transportation Research Part B: Methodological, Elsevier, vol. 118(C), pages 106-123.
    2. Zhong, Shiquan & Zhou, Lizhen & Ma, Shoufeng & Jia, Ning, 2012. "Effects of different factors on drivers’ guidance compliance behaviors under road condition information shown on VMS," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(9), pages 1490-1505.
    3. Cui, Nan & Chen, Bokui & Zhang, Kai & Zhang, Yi & Liu, Xiaotong & Zhou, Jun, 2019. "Effects of route guidance strategies on traffic emissions in intelligent transportation systems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 513(C), pages 32-44.
    4. Ho, Chinh Q. & Mulley, Corinne & Hensher, David A., 2020. "Public preferences for mobility as a service: Insights from stated preference surveys," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 70-90.
    5. Chen, Yinghao & Song, Xiaopeng & Cheng, Qixiu & An, Qinhe & Zhang, Yuan, 2021. "A cordon-based reservation system for urban traffic management," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 582(C).
    6. Wang, Bing & Li, Shuai & Wang, Qi & Lin, Zhenhong, 2020. "Understanding travelers’ mobility decisions in response to customer incentives," Transport Policy, Elsevier, vol. 97(C), pages 113-120.
    7. Yang, Hai & Yagar, Sam, 1995. "Traffic assignment and signal control in saturated road networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 29(2), pages 125-139, March.
    8. Peng Wu & Ling Xu & Ada Che & Feng Chu, 2022. "A bi-objective decision model and method for the integrated optimization of bus line planning and lane reservation," Journal of Combinatorial Optimization, Springer, vol. 43(5), pages 1298-1327, July.
    9. Wong, Yale Z. & Hensher, David A. & Mulley, Corinne, 2020. "Mobility as a service (MaaS): Charting a future context," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 5-19.
    10. Yan, Fei & Tian, Fuli & Shi, Zhongke, 2016. "An extended signal control strategy for urban network traffic flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 445(C), pages 117-127.
    11. Stefano de Luca & Roberta Di Pace & Silvio Memoli & Luigi Pariota, 2020. "Sustainable Traffic Management in an Urban Area: An Integrated Framework for Real-Time Traffic Control and Route Guidance Design," Sustainability, MDPI, vol. 12(2), pages 1-20, January.
    12. Ding, Zhongjun & Chen, Bokui & Zhang, Lele & Jiang, Rui & Wu, Yao & Ding, Jianxun, 2019. "Segment travel time route guidance strategy in advanced traveler information systems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ye, Jiao & Cao, Ruide & He, Biao & Kuai, Xi & Guo, Renzhong, 2024. "Disaggregated spatiotemporal traffic assignment for road reservation service and supply-demand statistical analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 645(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nikitas, Alexandros & Cotet, Corneliu & Vitel, Alexandra-Elena & Nikitas, Nikolaos & Prato, Carlo, 2024. "Transport stakeholders’ perceptions of Mobility-as-a-Service: A Q-study of cultural shift proponents, policy advocates and technology supporters," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    2. Xi, Haoning & Liu, Wei & Waller, S. Travis & Hensher, David A. & Kilby, Philip & Rey, David, 2023. "Incentive-compatible mechanisms for online resource allocation in Mobility-as-a-Service systems," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 119-147.
    3. Ho, Chinh Q. & Tirachini, Alejandro, 2024. "Mobility-as-a-Service and the role of multimodality in the sustainability of urban mobility in developing and developed countries," Transport Policy, Elsevier, vol. 145(C), pages 161-176.
    4. Zipeng Zhang & Ning Zhang, 2021. "A Novel Development Scheme of Mobility as a Service: Can It Provide a Sustainable Environment for China?," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    5. Tom Storme & Corneel Casier & Hossein Azadi & Frank Witlox, 2021. "Impact Assessments of New Mobility Services: A Critical Review," Sustainability, MDPI, vol. 13(6), pages 1-20, March.
    6. Hensher, David A. & Ho, Chinh Q. & Reck, Daniel J., 2021. "Mobility as a service and private car use: Evidence from the Sydney MaaS trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 145(C), pages 17-33.
    7. Reck, Daniel J. & Hensher, David A. & Ho, Chinh Q., 2020. "MaaS bundle design," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 485-501.
    8. Yale Z. Wong & David A. Hensher, 2021. "Delivering mobility as a service (MaaS) through a broker/aggregator business model," Transportation, Springer, vol. 48(4), pages 1837-1863, August.
    9. Ho, Chinh Q. & Hensher, David A. & Reck, Daniel J. & Lorimer, Sam & Lu, Ivy, 2021. "MaaS bundle design and implementation: Lessons from the Sydney MaaS trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 339-376.
    10. Dadashzadeh, Nima & Woods, Lee & Ouelhadj, Djamila & Thomopoulos, Nikolas & Kamargianni, Maria & Antoniou, Constantinos, 2022. "Mobility as a Service Inclusion Index (MaaSINI): Evaluation of inclusivity in MaaS systems and policy recommendations," Transport Policy, Elsevier, vol. 127(C), pages 191-202.
    11. Xu, Guanhao & Gayah, Vikash V., 2023. "Non-unimodal and non-concave relationships in the network Macroscopic Fundamental Diagram caused by hierarchical streets," Transportation Research Part B: Methodological, Elsevier, vol. 173(C), pages 203-227.
    12. Liu, Jianing & Wen, Xiao & Jian, Sisi, 2024. "Toward better equity: Analyzing travel patterns through a neural network approach in mobility-as-a-service," Transport Policy, Elsevier, vol. 153(C), pages 110-126.
    13. Benjamin Maas, 2022. "Literature Review of Mobility as a Service," Sustainability, MDPI, vol. 14(14), pages 1-28, July.
    14. Cipriani, Ernesto & Fusco, Gaetano, 2004. "Combined signal setting design and traffic assignment problem," European Journal of Operational Research, Elsevier, vol. 155(3), pages 569-583, June.
    15. Lopez-Carreiro, Iria & Monzon, Andres & Lopez-Lambas, Maria E., 2021. "Comparison of the willingness to adopt MaaS in Madrid (Spain) and Randstad (The Netherlands) metropolitan areas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 152(C), pages 275-294.
    16. Di Pace, Roberta & Storani, Facundo & Guarnaccia, Claudio & de Luca, Stefano, 2023. "Signal setting design to reduce noise emissions in a connected environment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P2).
    17. He, Brian Yueshuai & Zhou, Jinkai & Ma, Ziyi & Wang, Ding & Sha, Di & Lee, Mina & Chow, Joseph Y.J. & Ozbay, Kaan, 2021. "A validated multi-agent simulation test bed to evaluate congestion pricing policies on population segments by time-of-day in New York City," Transport Policy, Elsevier, vol. 101(C), pages 145-161.
    18. Yang, Hanlin & Pu, Cunlai & Wu, Jiexin & Wu, Yanqing & Xia, Yongxiang, 2023. "Enhancing OLSR protocol in VANETs with multi-objective particle swarm optimization," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 614(C).
    19. Xi, Haoning & Aussel, Didier & Liu, Wei & Waller, S.Travis. & Rey, David, 2024. "Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets," European Journal of Operational Research, Elsevier, vol. 317(3), pages 718-736.
    20. Evers, Ruth & Proost, Stef, 2015. "The myth of traffic-responsive signal control: Why common sense does not always make sense," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 350-357.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:609:y:2023:i:c:s0378437122009633. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.