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Determining the optimal locations for bike-sharing stations: methodological approach and application in the city of Thessaloniki, Greece

机译:确定自行车共享站的最佳位置:希腊塞萨洛尼基市的方法论方法和应用

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Bike-sharing systems are an important part of many cities’ transportation systems and they are constantly being introduced in more and more cities worldwide. Thus, the strategic decisions for these systems are essential both for their successful operation and the efficient operation of cities’ transportation systems. The present paper aims to develop a methodological approach for determining the optimal locations for installing bike-sharing stations, taking into account the operators’ perspective. Through the developed methodological approach, it is sought to select locations which maximize the demand and the area (built environment) coverage and at the same time minimize the needs for bike redistribution within the day. Thus, the optimal selection of locations for bike-sharing stations is being set as a multi-objective optimization problem. The proposed methodological approach is being applied in the city of Thessaloniki, Greece, where a dock-based and a dockless bike-sharing system operate. The results indicate that the selected stations slightly vary based on the assigned weights in each of the three objectives; higher weight in the demand coverage objective results in more selected stations close to the city’s waterfront where bicycling demand is higher, while higher weight in the area coverage results in more selected stations in the inner city.
机译:自行车分享系统是许多城市交通系统的重要组成部分,在全球范围内越来越多地推出。因此,这些系统的战略决策对于他们的成功运营和城市运输系统的有效运作至关重要。本文旨在制定一种方法方法,用于确定运营商的角度来确定安装自行车共享站的最佳位置。通过开发的方法方法,寻求选择最大化需求和区域(内置环境)覆盖的地点,同时最大限度地减少当天内自行车再分配的需求。因此,正在设置自行车共享站的位置的最佳选择作为多目标优化问题。拟议的方法论方法是在希腊塞萨洛尼基市的应用,其中基于码头和无路可行的自行车共享系统运行。结果表明所选站基于三个目标中的每一个中的指定权重略有不同;需求覆盖率更高的重量覆盖物目的导致更靠近城市的海滨的更多选定站,其中骑自行车需求较高,而该地区覆盖率的重量越高,内部城市的更高重量会导致内部城市的更多选定站。

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