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Optimizing the Layout of Bike-Sharing Rental Stations Based on the Hierarchical Model

机译:基于层次模型的共享单车租赁站点布局优化

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With the development of traffic motorization, urban traffic problems persist. In order to overcome traffic problems, it is imperative to develop a comprehensive bike-sharing system. However, the current bike-sharing system faces the challenges of site selection and determining the number of slots needed for rental stations. Therefore, this paper will take the bike-sharing system as its starting point and focuses on the layout of the stations. Based on the hierarchical model, an optimal model with capacity constraints for the system's location is studied to minimize the walk cost for users, setup cost and penalties. With the model successfully solved by LINGO, this paper will also demonstrate the whole process of the planning with an instance that verifies the efficiency and feasibility of the model. The study's results show the significance of optimizing the public bike rental station layout on solving the 'last mile' problem.
机译:随着交通机动化的发展,城市交通问题持续存在。为了克服交通问题,必须开发一套完善的自行车共享系统。但是,当前的自行车共享系统面临着选址和确定出租站所需的插槽数量的挑战。因此,本文将以自行车共享系统为出发点,并着重于车站的布局。基于分层模型,研究了一种对系统位置具有容量约束的最优模型,以最大程度地减少用户的步行成本,设置成本和罚款。借助LINGO成功解决的模型,本文还将通过一个实例验证规划的整个过程,以验证模型的效率和可行性。研究结果表明,优化公共自行车租赁站的布局对于解决“最后一英里”问题具有重要意义。

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