Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system

Du Mingyang; Cheng Lin; Li Xuefeng; Tang Fang

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Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system

机译：考虑到自由浮动自行车共享系统故障自行车集合的静态重新平衡优化

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摘要

This study considers multiple depots, heterogeneous trucks and multiple visiting in a static bike rebalancing optimization problem with malfunctioning bikes in free-floating bike sharing system. An integer linear programming model is established for this problem and an effective greedy genetic heuristic is developed to solve it. Share-A-Bull shared bicycle system is used to test the effectiveness of the proposed algorithm. Divvy bike sharing system is utilized to test a large-scale instance in real life, quantify the benefits of this comprehensive repositioning strategy compared with separate repositioning strategy, and analyze some special properties of this comprehensive operation.

机译：本研究考虑了在自由浮动自行车共享系统中的故障自行车的静态自行车再平衡优化问题中进行多个仓库，异构卡车和多次访问。为该问题建立了整数线性编程模型，开发了有效的贪婪遗传启发式来解决它。分享-A-Bull共享自行车系统用于测试所提出的算法的有效性。 Divvy自行车共享系统用于在现实生活中测试大规模的实例，量化这种综合重新定位策略的好处与单独的重新定位策略相比，分析了这一综合操作的一些特殊性。

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来源
《Transportation Research》 |2020年第9期|102012.1-102012.26|共26页
作者
Du Mingyang; Cheng Lin; Li Xuefeng; Tang Fang;
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作者单位

Southeast Univ Sch Transportat Nanjing 211189 Jiangsu Peoples R China;

Southeast Univ Sch Transportat Nanjing 211189 Jiangsu Peoples R China;

Southeast Univ Sch Transportat Nanjing 211189 Jiangsu Peoples R China;

Southeast Univ Sch Transportat Nanjing 211189 Jiangsu Peoples R China;

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收录信息美国《科学引文索引》(SCI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Free-floating bike sharing; Malfunctioning bikes collection; Comprehensive repositioning strategy; Scattered stations; Integer linear programming; Greedy-genetic heuristic;

机译：自由浮动自行车分享;故障自行车收集;综合重新定位策略;散射站;整数线性规划;贪婪 - 遗传启发式;

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专利

1. A user-based bike rebalancing strategy for free-floating bike sharing systems: A bidding model [J] . Cheng Yao, Wang Junwei, Wang Yan Transportation Research . 2021,第Octa期

机译：用于自由浮动自行车共享系统的基于用户的自行车再平衡策略：竞标模型
2. Free-floating bike sharing: Solving real-life large-scale static rebalancing problems [J] . Pal Aritra, Zhang Yu Transportation research . 2017,第jula期

机译：自由浮动的自行车共享：解决现实生活中的大规模静态再平衡问题
3. Modelling of User Behaviour for Static Rebalancing of Bike Sharing System: Transfer of Demand from Bike-Shortage Stations to Neighbouring Stations [J] . Roberta Costa Affonso, Florent Couffin, Patrice Leclaire Journal of advanced transportation . 2021,第a期

机译：自行车共享系统静态再平衡的用户行为建模：骑自行车短缺站的需求转移到邻近站
4. Bike Usage Forecasting for Optimal Rebalancing Operations in Bike-Sharing Systems [C] . Simon Ruffieux, Elena Mugellini, Omar Abou Khaled IEEE International Conference on Tools with Artificial Intelligence . 2018

机译：自行车共享系统最优再平衡运营的自行车使用预测
5. Improving Service Level of Free-Floating Bike Sharing Systems [D] . Pal, Aritra. 2017

机译：提高自由浮动自行车共享系统的服务水平
6. Distributed forecasting and ant colony optimization for the bike-sharing rebalancing problem with unserved demands [O] . Yiwei Fan, Gang Wang, Xiaoling Lu, 2019

机译：利用未维修需求的自行车共享重新平衡问题的分布式预测和蚁群优化
7. Modelling of User Behaviour for Static Rebalancing of Bike Sharing System: Transfer of Demand from Bike-Shortage Stations to Neighbouring Stations [O] . Roberta Costa Affonso, Florent Couffin, Patrice Leclaire 2021

机译：自行车共享系统静态重新平衡的用户行为建模：骑自行车短缺站的需求转移到邻近站

Static rebalancing optimization with considering the collection of malfunctioning bikes in free-floating bike sharing system

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