在自行车共享系统中使用运载车辆和自行车拖车重新定位自行车
Repositioning Bikes with Carrier Vehicles and Bike Trailers in Bike Sharing Systems
摘要：
由于交通拥堵和碳排放，自行车共享系统（BSS）已在世界上许多主要城市采用。虽然已经有方法通过众包或运输车辆利用自行车拖车在“正确”的时间将自行车重新定位在“正确”的站点，但它们没有共同考虑自行车拖车和运输车辆的使用。在本文中，我们的目标是利用自行车拖车和运输车辆，以减少需求损失方面的自行车拖车和运输车辆的燃料成本众包。在实验中，我们展示了我们的方法在自行车共享公司的几个数据集中优于基线。
英文摘要：
Bike Sharing Systems (BSSs) have been adopted in many major cities of the world due to traffic congestion and carbon emissions. Although there have been approaches to exploiting either bike trailers via crowdsourcing or carrier vehicles to reposition bikes in the ``right'' stations in the ``right'' time, they do not jointly consider the usage of both bike trailers and carrier vehicles. In this paper, we aim to take advantage of both bike trailers and carrier vehicles to reduce the loss of demand with regard to the crowdsourcing of bike trailers and the fuel cost of carrier vehicles. In the experiment, we exhibit that our approach outperforms baselines in several datasets from bike sharing companies.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
