运筹学学报 >
2022 , Vol. 26 >Issue 3: 75 - 91
DOI: https://doi.org/10.15960/j.cnki.issn.1007-6093.2022.03.006
最小化碳排放的共享单车迁移问题
收稿日期: 2022-01-08
网络出版日期: 2022-09-07
Sharing bicycle relocating with minimum carbon emission
Received date: 2022-01-08
Online published: 2022-09-07
Supported by
National Social Science Foundation of China(20XGL023)
苏兵, WyattCarlson, 范佳彬, GAO Arthur, 邵艳君, 林国辉 . 最小化碳排放的共享单车迁移问题[J]. 运筹学学报, 2022 , 26(3) : 75 -91 . DOI: 10.15960/j.cnki.issn.1007-6093.2022.03.006
We formulate the sharing bicycle relocating practice as a novel optimization problem, which can be regarded as a variant of the classic TSP problem while its objective function is no longer the length of the Hamiltonian tour but the carbon emission. A well-adopted carbon emission formula that is the product of the load of the vehicle and the travel distance is employed and we propose two heuristic algorithms Greedy and TSP-based, inside both of which we set the priority to reduce the load of the vehicle for minimizing carbon emission. The feasibility of both algorithms is proven and numerical experiments are conducted to validate their performance empirically. The promise of Greedy over TSP-based algorithm is shown to the sharing bicycle companies for their daily dispatching practice.
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