Spatio-Temporal Hierarchical Adaptive Dispatching for Ridesharing Systems

Author:

Liu Chang1,Sun Jiahui1,Jin Haiming1,Ai Meng2,Li Qun2,Zhang Cheng2,Sheng Kehua2,Wu Guobin2,Qie Xiaohu2,Wang Xinbing1

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

2. Didi Chuxing, Beijing, China

Funder

National Key R&D Program of China

Shanghai Municipal Science and Technology Commission Grant

DiDi GAIA Research Collaboration Initiative

National Natural Science Foundation of China

Publisher

ACM

Reference40 articles.

1. L. Zheng L. Chen and J. Ye "Order dispatch in price-aware ridesharing " in Proceedings of the VLDB Endowment 2018. L. Zheng L. Chen and J. Ye "Order dispatch in price-aware ridesharing " in Proceedings of the VLDB Endowment 2018.

2. J. Alonso-Mora S. Samaranayake A. Wallar E. Frazzoli and D. Rus "On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment " in Proceedings of the National Academy of Sciences 2017. J. Alonso-Mora S. Samaranayake A. Wallar E. Frazzoli and D. Rus "On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment " in Proceedings of the National Academy of Sciences 2017.

3. Z. Xu Z. Li Q. Guan D. Zhang Q. Li J. Nan C. Liu W. Bian and J. Ye "Large-scale order dispatch in on-demand ride-hailing platforms: A learning and planning approach " in SIGKDD 2018. Z. Xu Z. Li Q. Guan D. Zhang Q. Li J. Nan C. Liu W. Bian and J. Ye "Large-scale order dispatch in on-demand ride-hailing platforms: A learning and planning approach " in SIGKDD 2018.

4. X. Bei and S. Zhang "Algorithms for trip-vehicle assignment in ride-sharing " in AAAI 2018. X. Bei and S. Zhang "Algorithms for trip-vehicle assignment in ride-sharing " in AAAI 2018.

5. J. Jin M. Zhou W. Zhang M. Li Z. Guo Z. Qin Y. Jiao X. Tang C. Wang J. Wang G. Wu and J. Ye "Coride: Joint order dispatching and fleet management for multi-scale ride-hailing platforms " in CIKM '19 2019. J. Jin M. Zhou W. Zhang M. Li Z. Guo Z. Qin Y. Jiao X. Tang C. Wang J. Wang G. Wu and J. Ye "Coride: Joint order dispatching and fleet management for multi-scale ride-hailing platforms " in CIKM '19 2019.

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