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Impact of possible random factors on queue behaviors of passengers and taxis at taxi stand of transport hubs

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  • Yang, Qiaoli
  • Yang, Bo
  • Qiao, Zheng
  • Tang, Min-an
  • Gao, Fengyang

Abstract

The waiting processes of both passengers and taxis at taxi stand of transport hubs are a complicated random queueing problem because of some typical random characteristics, including the random number of passengers carried by per taxi, random arrival behaviors of passengers, and taxis, random length of boarding time for a batch of passengers, etc. In particular, the arriving process of passengers at transport hubs often has multiple uncertain peak hours within a day, which makes the waiting times of both the passengers and the taxis highly variable and unpredictable at a certain time. Hence, it is necessary to explore and understand the dynamic queues of the passengers and taxis through fully studying the random nature of this system. In this paper, a matching model with two random inputs is developed to simulate the dynamic queueing behaviors of passengers and taxis by considering the random features of the matching number of passengers, matching time, and time-dependent arrival processes, etc. We obtain some important quantities of queues along the time. A series of numerical simulations is conducted to find how the queues of passengers and taxis are affected by the most possible factors. The proposed model in this paper can provide a methodological possibility of clarifying the dynamic queues of passengers and taxis for not only the computer simulation but also the statistical inference, and will further help to improve the service of the passenger–taxi system.

Suggested Citation

  • Yang, Qiaoli & Yang, Bo & Qiao, Zheng & Tang, Min-an & Gao, Fengyang, 2021. "Impact of possible random factors on queue behaviors of passengers and taxis at taxi stand of transport hubs," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 580(C).
    • Handle: RePEc:eee:phsmap:v:580:y:2021:i:c:s0378437121004040
    DOI: 10.1016/j.physa.2021.126131
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    References listed on IDEAS

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    1. Shi, Ying & Lian, Zhaotong, 2016. "Optimization and strategic behavior in a passenger–taxi service system," European Journal of Operational Research, Elsevier, vol. 249(3), pages 1024-1032.
    2. James M. Dobbie, 1961. "Letter to the Editor---A Doubled-Ended Queuing Problem of Kendall," Operations Research, INFORMS, vol. 9(5), pages 755-757, October.
    3. Wong, R.C.P. & Szeto, W.Y. & Wong, S.C., 2014. "Bi-level decisions of vacant taxi drivers traveling towards taxi stands in customer-search: Modeling methodology and policy implications," Transport Policy, Elsevier, vol. 33(C), pages 73-81.
    4. Yang, Qiaoli & Qiao, Zheng & Yang, Bo & Shi, Zhongke, 2021. "Modeling and uncovering the passenger–taxi dynamic queues at taxi station with multiple boarding points using a Markovian environment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 572(C).
    5. Dong, Xianlei & Zhang, Min & Zhang, Shuang & Shen, Xinyi & Hu, Beibei, 2019. "The analysis of urban taxi operation efficiency based on GPS trajectory big data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 528(C).
    6. B. R. K. Kashyap, 1966. "The Double-Ended Queue with Bulk Service and Limited Waiting Space," Operations Research, INFORMS, vol. 14(5), pages 822-834, October.
    7. Yang, Hai & Wong, S. C. & Wong, K. I., 2002. "Demand-supply equilibrium of taxi services in a network under competition and regulation," Transportation Research Part B: Methodological, Elsevier, vol. 36(9), pages 799-819, November.
    8. Li, Chuan-Yao & Yang, Rui-Yu & Xu, Guang-ming, 2019. "Impacts of group behavior on boarding process at the platform of high speed railway station," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    9. Athanasia Manou & Antonis Economou & Fikri Karaesmen, 2014. "Strategic Customers in a Transportation Station: When Is It Optimal to Wait?," Operations Research, INFORMS, vol. 62(4), pages 910-925, August.
    10. Hu, Beibei & Xia, Xuanxuan & Sun, Huijun & Dong, Xianlei, 2019. "Understanding the imbalance of the taxi market: From the high-quality customer’s perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    11. Qingying Li & Pengfei Guo & Chung-Lun Li & Jing-Sheng Song, 2016. "Equilibrium Joining Strategies and Optimal Control of a Make-to-Stock Queue," Production and Operations Management, Production and Operations Management Society, vol. 25(9), pages 1513-1527, September.
    12. U. Narayan Bhat, 1970. "A Controlled Transportation Queueing Process," Management Science, INFORMS, vol. 16(7), pages 446-452, March.
    13. Philipp Afèche & Adam Diamant & Joseph Milner, 2014. "Double-Sided Batch Queues with Abandonment: Modeling Crossing Networks," Operations Research, INFORMS, vol. 62(5), pages 1179-1201, October.
    14. Ying Shi & Zhaotong Lian, 2016. "Equilibrium Strategies and Optimal Control for a Double-Ended Queue," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 33(03), pages 1-18, June.
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