4.5 Article

Auction-Based Permit Allocation and Sharing System (A-PASS) for Travel Demand Management

Journal

TRANSPORTATION SCIENCE
Volume 56, Issue 2, Pages 322-337

Publisher

INFORMS
DOI: 10.1287/trsc.2021.1093

Keywords

bottleneck; trilateral matching; auction; VCG mechanism; ridesharing

Funding

  1. National Natural Science Foundation of China [72101217, 71728001]
  2. U.S. National Science Foundation [CMMI 1922665]

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This paper proposes a quantity-based demand management system that promotes ridesharing through auctioning permits and encouraging commuters to share. Results of a numerical experiment show that this system effectively promotes ridesharing, benefiting all stakeholders.
This paper proposes a novel quantity-based demand management system that aims to promote ridesharing. The system sells a time-dependent permit to access a road facility (conceptualized as a bottleneck) by auction but encourages commuters to share permits with each other. The commuters may be assigned one of three roles: solo driver, ridesharing driver, or rider. At the core of this auction-based permit allocation and sharing system (A-PASS) is a trilateral matching problem (TMP) that matches permits, drivers, and riders. Formulated as an integer program, TMP is first shown to be tightly bounded by its linear relaxation. A pricing policy based on the classical Vickrey-Clarke-Groves (VCG) mechanism is then devised to determine the payment of each commuter. We prove that, under the VCG policy, different commuters pay exactly the same price as long as their role and access time are the same. Importantly, by controlling the number of shared rides, any deficit that may arise from the VCG policy can be eliminated. This may be achieved with a relatively small loss to system efficiency, thanks to the revenue generated from selling permits. Results of a numerical experiment suggest A-PASS strongly promotes ridesharing. As sharing increases, all stakeholders are better off: the ridesharing platform receives greater profits, the commuters enjoy higher utility, and society benefits from more efficient utilization of the road infrastructure.

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