Data-driven optimization for ride-sourcing vehicle dispatching and relocation under demand and travel time uncertainty

The imbalance between vehicle supply and on-demand customers has been a long-standing challenge for central ride-sourcing platforms. The current literature usually bases the design of dispatching and relocation strategies on the assumption of time-invariant traffic (speed) to reduce the dimension of...

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Veröffentlicht in:	Transportation research. Part C, Emerging technologies Jg. 178; S. 105217
Hauptverfasser:	Huang, Yunping, Zheng, Nan, Huang, Zheng, Liang, Enming, Hsu, Shu-Chien, Zhong, Renxin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.09.2025
Schlagworte:	Approximate dynamic programming Dispatching and relocation Time-dependent travel time Uncertain demand Approximate dynamic programming Uncertain demand Time-dependent travel time Dispatching and relocation
ISSN:	0968-090X
Online-Zugang:	Volltext
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