Addressing the Bike Repositioning Problem in Bike Sharing System: A Two-Stage Stochastic Programming Model
Joint Authors
Tang, Qiong
Fu, Zhuo
Zhang, Dezhi
Li, Minyi
Guo, Hao
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-05-20
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
In this paper, a bike repositioning problem with stochastic demand is studied.
The problem is formulated as a two-stage stochastic programming model to optimize the routing and loading/unloading decisions of the repositioning truck at each station and depot under stochastic demands.
The goal of the model is to minimize the expected total sum of the transportation costs, the expected penalty costs at all stations, and the holding cost of the depot.
A simulated annealing algorithm is developed to solve the model.
Numerical experiments are conducted on a set of instances from 20 to 90 stations to demonstrate the effectiveness of the solution algorithm and the accuracy of the proposed two-stage stochastic model.
American Psychological Association (APA)
Tang, Qiong& Fu, Zhuo& Zhang, Dezhi& Guo, Hao& Li, Minyi. 2020. Addressing the Bike Repositioning Problem in Bike Sharing System: A Two-Stage Stochastic Programming Model. Scientific Programming،Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1209274
Modern Language Association (MLA)
Tang, Qiong…[et al.]. Addressing the Bike Repositioning Problem in Bike Sharing System: A Two-Stage Stochastic Programming Model. Scientific Programming No. 2020 (2020), pp.1-12.
https://search.emarefa.net/detail/BIM-1209274
American Medical Association (AMA)
Tang, Qiong& Fu, Zhuo& Zhang, Dezhi& Guo, Hao& Li, Minyi. Addressing the Bike Repositioning Problem in Bike Sharing System: A Two-Stage Stochastic Programming Model. Scientific Programming. 2020. Vol. 2020, no. 2020, pp.1-12.
https://search.emarefa.net/detail/BIM-1209274
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209274