4.7 Article

Dynamic ridesharing with variable-ratio charging-compensation scheme for morning commute

Journal

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
Volume 122, Issue -, Pages 390-415

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trb.2019.03.006

Keywords

Dynamic ridesharing; Variable-ratio charging-compensation scheme; Bottleneck congestion; Morning commute

Funding

  1. National Natural Science foundation of China [71890971/71890970]
  2. Fundamental Research Funds for Chinese Universities [YWF-16-JCTD-A-07]
  3. National Science Foundation (NSF) [CMMI-1825053]

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This paper investigates the dynamic ridesharing with the variable-ratio charging compensation scheme (VCS) in morning commute, with the continuous-time point-queue model applied to a single bottleneck. The optimal VCS without imposing road pricing when the ridesharing platform minimizes the disutility or maximizes its profit is analyzed. It is found that the user equilibrium coincides with the system optimum when the platform minimizes the system disutility with VCS, and the corresponding platform's profit is negative with high travel demand. Considering this, the optimal VCS when the platform minimizes the system disutility with zero profit is examined. Moreover, to ensure ridesharing participants commute with no queue, they need to depart at the two tails of the departure time window. Under that case, the optimal VCS are investigated with desirable objectives of the ridesharing platform. The analytical results indicate there should be fewer commuters involved in ridesharing when the platform maximizes its profit compared to that when the platform minimizes the system disutility with zero profit. (C) 2019 Elsevier Ltd. All rights reserved.

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