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Innovative Bike-Sharing in China: Solving Faulty Bike-Sharing Recycling Problem
Joint Authors
Chang, Shan
Qiu, Guo
Song, Rui
He, Shi-wei
Source
Journal of Advanced Transportation
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-27
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In China, based on the mobile Internet technology and global positioning system (GPS), innovative bike-sharing is different from traditional bike-sharing system with docking station, for its flexibility and convenience.
However, innovative bike-sharing system faces operational challenges, especially in faulty bike-sharing recycling (FBSR) problem.
In this paper, a framework is designed based on the optimization method to solve the FBSR problem so that it can minimize the total recycling costs by taking the route optimization and loading capacity ratio as constraints.
The FBSR method combines the K-means method for clustering faulty bike-sharing with planning recycling route for operational decisions.
Moreover, CPLEX solver is used to obtain the desired result of the FBSR model.
Finally, a case study based on a certain area in Beijing, China, is used to verify the validity and applicability of the model.
The results show that the value of loading capacity ratio and the number of clustering points greatly affect the results of FBSR problem.
Four vehicles are designated to execute FBSR tasks required by different clustering points.
This study is of considerable significance for the bike-sharing promotion in the last-mile situation to the real problems arising in the initial period.
American Psychological Association (APA)
Chang, Shan& Song, Rui& He, Shi-wei& Qiu, Guo. 2018. Innovative Bike-Sharing in China: Solving Faulty Bike-Sharing Recycling Problem. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1181322
Modern Language Association (MLA)
Chang, Shan…[et al.]. Innovative Bike-Sharing in China: Solving Faulty Bike-Sharing Recycling Problem. Journal of Advanced Transportation No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1181322
American Medical Association (AMA)
Chang, Shan& Song, Rui& He, Shi-wei& Qiu, Guo. Innovative Bike-Sharing in China: Solving Faulty Bike-Sharing Recycling Problem. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1181322
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1181322