Optimizing Long-Term Efficiency and Fairness in Ride-Hailing under Budget Constraint via Joint Order Dispatching and Driver Repositioning

J Sun, H Jin, Z Yang, L Su - IEEE Transactions on Knowledge …, 2024 - ieeexplore.ieee.org
Ride-hailing platforms (eg, Uber and Didi Chuxing) have become increasingly popular in
recent years. Efficiency has always been an important metric for such platforms. However …

Unified route planning for shared mobility: An insertion-based framework

Y Tong, Y Zeng, Z Zhou, L Chen, K Xu - ACM Transactions on Database …, 2022 - dl.acm.org
There has been a dramatic growth of shared mobility applications such as ride-sharing, food
delivery, and crowdsourced parcel delivery. Shared mobility refers to transportation services …

An efficient insertion operator in dynamic ridesharing services

Y Xu, Y Tong, Y Shi, Q Tao, K Xu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Dynamic ridesharing refers to services that arrange one-time shared rides on short notice. It
underpins various real-world intelligent transportation applications such as car-pooling, food …

[HTML][HTML] Optimal matching for coexisting ride-hailing and ridesharing services considering pricing fairness and user choices

Z Zhou, C Roncoli, C Sipetas - Transportation Research Part C: Emerging …, 2023 - Elsevier
Abstract Mobility-on-demand (MoD) has the potential to revolutionise the patterns of urban
mobility. Typically, an MoD platform provides both ride-hailing and ridesharing services …

Combinatorial optimization meets reinforcement learning: Effective taxi order dispatching at large-scale

Y Tong, D Shi, Y Xu, W Lv, Z Qin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Ride hailing has become prevailing. Central in ride hailing platforms is taxi order
dispatching which involves recommending a suitable driver for each order. Previous works …

The simpler the better: An indexing approach for shared-route planning queries

Y Zeng, Y Tong, Y Song, L Chen - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
Ridesharing services have gained global popularity as a convenient, economic, and
sustainable transportation mode in recent years. One fundamental challenge in these …

Similar trajectory search with spatio-temporal deep representation learning

DA Tedjopurnomo, X Li, Z Bao, G Cong… - ACM Transactions on …, 2021 - dl.acm.org
Similar trajectory search is a crucial task that facilitates many downstream spatial data
analytic applications. Despite its importance, many of the current literature focus solely on …

How many vehicles do we need? Fleet sizing for shared autonomous vehicles with ridesharing

B Qu, L Mao, Z Xu, J Feng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Fleet sizing is critical for shared autonomous vehicle (SAV) fleet management to reduce
maintenance costs and traffic congestions. As the passenger demands are dynamic, how to …

Real-Time Insertion Operator for Shared Mobility on Time-Dependent Road Networks

Z Gong, Y Zeng, L Chen - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
One of the most important challenges in shared mobility services (eg, ride-sharing and
parcel delivery) is planning routes for workers by considering real road conditions. To tackle …

A shared ride matching approach to low-carbon and electrified ridesplitting

W Li, T Yu, Y Zhang, XM Chen - Journal of Cleaner Production, 2024 - Elsevier
Ridesplitting has the potential to enhance transportation efficiency and reduce CO 2
emissions from ridesourcing services by matching multiple shared rides to the same trip …