An exact algorithm for the static rebalancing problem arising in bicycle sharing systems

被引:177
作者
Erdogan, Guenes [1 ]
Battarra, Maria [2 ]
Calvo, Roberto Wolfler [3 ]
机构
[1] Univ Bath, Sch Management, Bath BA2 7AY, Avon, England
[2] Univ Southampton, Sch Math, Southampton SO17 1BJ, Hants, England
[3] Univ Paris 13, CNRS, LIPN, UMR7030,Sorbonne Paris Cite, F-93430 Villetaneuse, France
关键词
Bicycle sharing systems; Pickup and delivery; Multiple visits; Branch-and-cut; TRAVELING SALESMAN PROBLEM; SERVICE; PICKUP;
D O I
10.1016/j.ejor.2015.03.043
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Bicycle sharing systems can significantly reduce traffic, pollution, and the need for parking spaces in city centers. One of the keys to success for a bicycle sharing system is the efficiency of rebalancing operations, where the number of bicycles in each station has to be restored to its target value by a truck through pickup and delivery operations. The Static Bicycle Rebalancing Problem aims to determine a minimum cost sequence of stations to be visited by a single vehicle as well as the amount of bicycles to be collected or delivered at each station. Multiple visits to a station are allowed, as well as using stations as temporary storage. This paper presents an exact algorithm for the problem and results of computational tests on benchmark instances from the literature. The computational experiments show that instances with up to 60 stations can be solved to optimality within 2 hours of computing time. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:667 / 679
页数:13
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