$\mathtt {JODR}$. By coordinating order dispatching and vehicle repositioning,

$\mathtt {JODR}$

enhances ridesharing efficiency while ensuring high-quality service. The core idea of

$\mathtt {JODR}$

is to dispatch ride orders with high demand in specific mobility directions to vehicles with sufficient available capacity, effectively balancing future supply and demand in those directions. To achieve this, we introduce a novel mobility value function that can predict the long-term mobility value of matching an order with its travel direction. By considering orders’ directional mobility values, service quality assessments, and available vehicle capacities,

$\mathtt {JODR}$

formulates the order dispatching as a minimum-cost maximum-flow problem to derive the optimal order-vehicle assignments. Furthermore, the value function helps the intelligent repositioning of idle vehicles. Extensive experiments conducted on a large real-world dataset demonstrate the superiority of

$\mathtt {JODR}$

over state-of-the-art methods across various performance metrics. These experimental results validate the effectiveness of

$\mathtt {JODR}$

in improving the ridesharing efficiency and experience.">

Joint Order Dispatching and Vehicle Repositioning for Dynamic Ridesharing (original) (raw)

IEEE Account

Purchase Details

Profile Information

Need Help?

A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.
© Copyright 2026 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.