Research on the station location problem for public bicycle systems under dynamic demand

被引:15
|
作者
Cao, Jin Xin [1 ,2 ]
Xue, Cong Cong [3 ]
Jian, Mei Ying [1 ,2 ]
Yao, Xue Ru [3 ]
机构
[1] Inner Mongolia Univ, Inst Traff Engn, Hohhot, Peoples R China
[2] Inner Mongolia Engn Res Ctr Urban Transportat Dat, Hohhot, Peoples R China
[3] Inner Mongolia Univ, Sch Math Sci, Hohhot, Peoples R China
基金
中国国家自然科学基金;
关键词
Public bicycle system; Facility location problem; Mixed integer programming; Genetic algorithm; Variable neighborhood search algorithm; OPTIMIZATION APPROACH; SEARCH; DESIGN;
D O I
10.1016/j.cie.2018.11.028
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes a station location problem for public bicycle systems under a zoning scheme with consideration for multi-period demand. The objective of the problem is to minimize the fixed construction costs and variable operational costs of the public bicycle stations. A mixed integer programming model is formulated for the problem. Owing to the computational intractability of the problem under study, a genetic algorithm and a variable neighborhood search algorithm are developed to solve the problem. Comprehensive computational experiments are conducted to illustrate the effectiveness and efficiency of the proposed approach.
引用
收藏
页码:971 / 980
页数:10
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