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  1. 1
    Data-Driven Vehicle Rebalancing With Predictive Prescriptions in the Ride-Hailing System

    Data-Driven Vehicle Rebalancing With Predictive Prescriptions in the Ride-Hailing System by Guo, Xiaotong, Wang, Qingyi, Zhao, Jinhua

    Published 2024
    “…Based on a state-of-the-art vehicle rebalancing model, the matching-integrated vehicle rebalancing (MIVR) model, predictive prescriptions are introduced to handle demand uncertainty. …”
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    Article
  2. 2
    Dissolving the segmentation of a shared mobility market: A framework and four market structure designs

    Dissolving the segmentation of a shared mobility market: A framework and four market structure designs by Guo, Xiaotong, Qu, Ao, Zhang, Hongmou, Noursalehi, Peyman, Zhao, Jinhua

    Published 2024
    “…The proposed market designs can reduce the total vehicle-miles traveled (VMT) by 6\% while serving more customers with 8.4\% fewer total number of trips. …”
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    Article

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