Linear and conic reformulations for the maximum capture location problem under multinomial logit choice

被引:6
作者
Altekin, F. Tevhide [1 ]
Dasci, Abdullah [1 ]
Karatas, Mumtaz [2 ]
机构
[1] Sabanci Univ, Sabanci Business Sch, TR-34956 Istanbul, Turkey
[2] Natl Def Univ, Naval Acad, TR-34940 Istanbul, Turkey
关键词
Location; Maximum capture; Random utility model; Competitive facility location; Conic programming;
D O I
10.1007/s11590-020-01684-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents three reformulations for the well-known maximum capture location problem under multinomial logit choice. The problem can be cast as an integer fractional program and it has been the subject of several linear reformulations in the past. Here we develop two linear and a conic reformulation based on alternative treatments of fractional programs. Numerical experiments conducted on established sets of instances have shown that conic reformulation has greatly improved the solution times as well as the size of the solvable problems as compared to the most successful reformulations to date.
引用
收藏
页码:2611 / 2637
页数:27
相关论文
共 71 条
[1]   Competitive facility location model with concave demand [J].
Aboolian, Robert ;
Berman, Oded ;
Krass, Dmitry .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 181 (02) :598-619
[2]  
ACHABAL DD, 1982, J RETAILING, V58, P5
[3]   Second-order cone programming [J].
Alizadeh, F ;
Goldfarb, D .
MATHEMATICAL PROGRAMMING, 2003, 95 (01) :3-51
[4]   p-Hub approach for the optimal park-and-ride facility location problem [J].
Aros-Vera, Felipe ;
Marianov, Vladimir ;
Mitchell, John E. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 226 (02) :277-285
[5]   An approach for solving competitive location problems with variable demand using multicore systems [J].
Arrondo, A. G. ;
Fernandez, J. ;
Redondo, J. L. ;
Ortigosa, P. M. .
OPTIMIZATION LETTERS, 2014, 8 (02) :555-567
[6]  
Ashtiani M., 2016, Int. J. Ind. Eng. Comput, V7, P1, DOI [10.5267/j.ijiec.2015.8.002, DOI 10.5267/J.IJIEC.2015.8.002]
[7]   A Conic Integer Programming Approach to Stochastic Joint Location-Inventory Problems [J].
Atamtuerk, Alper ;
Berenguer, Gemma ;
Shen, Zuo-Jun .
OPERATIONS RESEARCH, 2012, 60 (02) :366-381
[8]   Lifting for conic mixed-integer programming [J].
Atamtuerk, Alper ;
Narayanan, Vishnu .
MATHEMATICAL PROGRAMMING, 2011, 126 (02) :351-363
[10]   The maximum capture problem with random utilities: Problem formulation and algorithms [J].
Benati, S ;
Hansen, P .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 143 (03) :518-530