A shared-taxi scheduling algorithm based on the insertion heuristic

Yujia Lu; Yilin Ma; Chong Wei

doi:10.1117/12.2674877

2 May 2023 A shared-taxi scheduling algorithm based on the insertion heuristic

Yujia Lu, Yilin Ma, Chong Wei

Proceedings Volume 12642, Second International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2023); 1264223 (2023) https://doi.org/10.1117/12.2674877
Event: Second International Conference on Electronic Information Engineering, Big Data and Computer Technology (EIBDCT 2023), 2023, Xishuangbanna, China

Abstract

This paper proposes a shared-taxi scheduling algorithm based on the insertion heuristic for online taxi-hailing services. First, service quality and operation cost are considered in the optimization objective of the shared-taxi scheduling system. There are two scheduling strategies for request insertion. One is the minimum waiting and detouring time, and the other is the minimum detouring and idling costs. The second strategy also considers a weight factor between detouring and idling costs. Then, the framework of the shared-taxi scheduling algorithm is built based on the classic cheapest insertion heuristic. Finally, based on the artificial data of a large-scale road network and requests, three groups of experiments correspond to different numbers of taxis under the two scheduling strategies.

Citation Download Citation

Yujia Lu, Yilin Ma, and Chong Wei "A shared-taxi scheduling algorithm based on the insertion heuristic", Proc. SPIE 12642, Second International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2023), 1264223 (2 May 2023); https://doi.org/10.1117/12.2674877

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