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Decentralized game-theoretical approaches for behaviorally-stable and efficient vehicle platooning

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  • Sun, Xiaotong
  • Yin, Yafeng

Abstract

Cooperative vehicle platooning enabled by connected automated vehicle (CAV) technology has shown to bring various benefits including energy savings and a reduction in driving effort. Nevertheless, because these benefits vary over different platoon positions, vehicles from different owners may not be willing to platoon together; even if they form a platoon, they may attempt to change positions. To address such a behavioral-instability issue, it is necessary to redistribute the benefits among platoon members. To this end, this study investigates a decentralized multi-agent system where individually rational agents form platoons through peer-to-peer coordination under designated mechanisms that simultaneously determine the benefit reallocation. Depending on whether the scope of coordination is one-to-one or many-to-many, we introduce two types of mechanisms based on the bilateral trade model and one-sided matching. As the privacy of information sharing in the decentralized system is a common concern in practice, we further discuss two settings under each mechanism, differing by whether complete information is or is not known by the other agents. We indicate both theoretically and numerically that the decentralized platooning system is flexible and scalable, and can be implemented in real-time by leveraging the CAV technology.

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  • Sun, Xiaotong & Yin, Yafeng, 2021. "Decentralized game-theoretical approaches for behaviorally-stable and efficient vehicle platooning," Transportation Research Part B: Methodological, Elsevier, vol. 153(C), pages 45-69.
    • Handle: RePEc:eee:transb:v:153:y:2021:i:c:p:45-69
    DOI: 10.1016/j.trb.2021.08.012
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    as
    1. Nash, John, 1953. "Two-Person Cooperative Games," Econometrica, Econometric Society, vol. 21(1), pages 128-140, April.
    2. Chung, Kim-Sau, 2000. "On the Existence of Stable Roommate Matchings," Games and Economic Behavior, Elsevier, vol. 33(2), pages 206-230, November.
    3. Sun, Yanshuo & Gong, Hengye & Guo, Qianwen & Schonfeld, Paul & Li, Zhongfei, 2020. "Regulating a public transit monopoly under asymmetric cost information," Transportation Research Part B: Methodological, Elsevier, vol. 139(C), pages 496-522.
    4. Myerson, Roger B. & Satterthwaite, Mark A., 1983. "Efficient mechanisms for bilateral trading," Journal of Economic Theory, Elsevier, vol. 29(2), pages 265-281, April.
    5. Xiong, Xi & Sha, Junyi & Jin, Li, 2021. "Optimizing coordinated vehicle platooning: An analytical approach based on stochastic dynamic programming," Transportation Research Part B: Methodological, Elsevier, vol. 150(C), pages 482-502.
    6. Yin, Yafeng & Guo, Xiaolei, 2016. "Optimal choice of capacity, toll and government guarantee for build-operate-transfer roads under asymmetric cost informationAuthor-Name: Shi, Shasha," Transportation Research Part B: Methodological, Elsevier, vol. 85(C), pages 56-69.
    7. Zou, Bo & Kafle, Nabin & Wolfson, Ouri & Lin, Jie (Jane), 2015. "A mechanism design based approach to solving parking slot assignment in the information era," Transportation Research Part B: Methodological, Elsevier, vol. 81(P2), pages 631-653.
    8. Zhang, Wentao & Uhan, Nelson A. & Dessouky, Maged & Toriello, Alejandro, 2018. "Moulin mechanism design for freight consolidation," Transportation Research Part B: Methodological, Elsevier, vol. 116(C), pages 141-162.
    9. Bhoopalam, Anirudh Kishore & Agatz, Niels & Zuidwijk, Rob, 2018. "Planning of truck platoons: A literature review and directions for future research," Transportation Research Part B: Methodological, Elsevier, vol. 107(C), pages 212-228.
    10. Theodoros P. Pantelidis & Joseph Y. J. Chow & Saeid Rasulkhani, 2019. "A many-to-many assignment game and stable outcome algorithm to evaluate collaborative Mobility-as-a-Service platforms," Papers 1911.04435, arXiv.org, revised Jun 2020.
    11. Correia, Gonçalo Homem de Almeida & Looff, Erwin & van Cranenburgh, Sander & Snelder, Maaike & van Arem, Bart, 2019. "On the impact of vehicle automation on the value of travel time while performing work and leisure activities in a car: Theoretical insights and results from a stated preference survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 359-382.
    12. Molin, Eric & Adjenughwure, Kingsley & de Bruyn, Menno & Cats, Oded & Warffemius, Pim, 2020. "Does conducting activities while traveling reduce the value of time? Evidence from a within-subjects choice experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 18-29.
    13. van den Berg, Vincent A.C. & Verhoef, Erik T., 2016. "Autonomous cars and dynamic bottleneck congestion: The effects on capacity, value of time and preference heterogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 43-60.
    14. Xiao, Haohan & Xu, Meng & Gao, Ziyou, 2018. "Shared parking problem: A novel truthful double auction mechanism approach," Transportation Research Part B: Methodological, Elsevier, vol. 109(C), pages 40-69.
    15. Egan, Malcolm & Jakob, Michal, 2016. "Market mechanism design for profitable on-demand transport services," Transportation Research Part B: Methodological, Elsevier, vol. 89(C), pages 178-195.
    16. Bian, Zheyong & Liu, Xiang, 2019. "Mechanism design for first-mile ridesharing based on personalized requirements part I: Theoretical analysis in generalized scenarios," Transportation Research Part B: Methodological, Elsevier, vol. 120(C), pages 147-171.
    17. Pantelidis, Theodoros P. & Chow, Joseph Y.J. & Rasulkhani, Saeid, 2020. "A many-to-many assignment game and stable outcome algorithm to evaluate collaborative mobility-as-a-service platforms," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 79-100.
    18. Nowakowski, Christopher & Shladover, Steven E & Lu, Xiao-Yun & Thompson, Deborah & Kailas, Aravind, 2015. "Cooperative Adaptive Cruise Control (CACC) for Truck Platooning: Operational Concept Alternatives," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt7jf9n5wm, Institute of Transportation Studies, UC Berkeley.
    19. Xu, Su Xiu & Cheng, Meng & Kong, Xiang T.R. & Yang, Hai & Huang, George Q., 2016. "Private parking slot sharing," Transportation Research Part B: Methodological, Elsevier, vol. 93(PA), pages 596-617.
    20. Larsen, Rune & Rich, Jeppe & Rasmussen, Thomas Kjær, 2019. "Hub-based truck platooning: Potentials and profitability," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 249-264.
    21. Alvin E. Roth, 1982. "The Economics of Matching: Stability and Incentives," Mathematics of Operations Research, INFORMS, vol. 7(4), pages 617-628, November.
    22. Liang, Renchao & Wang, Junwei & Huang, Min & Jiang, Zhong-Zhong, 2020. "Truthful auctions for e-market logistics services procurement with quantity discounts," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 165-180.
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    3. Chen, Shukai & Wang, Hua & Meng, Qiang, 2023. "Cost allocation of cooperative autonomous truck platooning: Efficiency and stability analysis," Transportation Research Part B: Methodological, Elsevier, vol. 173(C), pages 119-141.
    4. Barua, Limon & Zou, Bo & Choobchian, Pooria, 2023. "Maximizing truck platooning participation with preferences," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).

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