Efficient primal-dual heuristic for a dynamic location problem

被引:46
作者
Dias, Joana
Captivo, M. Eugenia
Climaco, Joao
机构
[1] Univ Coimbra, Fac Econ, P-3004512 Coimbra, Portugal
[2] Univ Coimbra, INESC Coimbra, P-3004512 Coimbra, Portugal
[3] Univ Lisbon, Fac Ciencias, Ctr Invest Operac, P-1749016 Lisbon, Portugal
关键词
location; heuristics; branch and bound;
D O I
10.1016/j.cor.2005.07.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper the dynamic location problem with opening, closure and reopening of facilities is formulated and an efficient primal-dual heuristic that computes both upper and lower limits to its optimal solution is described. The problem here studied considers the possibility of reconfiguring any location more than once over the planning horizon. This problem is NP-hard (the simple plant location problem is a special case of the problem studied). A primal-dual heuristic based on the work of Erlenkotter [A dual-based procedure for uncapacitated facility location. Operations Research 1978;26:992-1009] and Van Roy and Erlenkotter [A dual-based procedure for dynamic facility location. Management Science 1982;28:1091-105] was developed and tested over a set of randomly generated test problems. The results obtained are quite good, both in terms of the quality of lower and upper bounds calculated as in terms of the computational time spent by the heuristic. A branch-and-bound procedure that enables to optimize the problem is also described and tested over the same set of randomly generated problems. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1800 / 1823
页数:24
相关论文
共 27 条
[1]  
Ahuja RK, 1993, NETWORK FLOWS THEORY
[2]   On solving complex multi-period location models using simulated annealing [J].
Antunes, A ;
Peeters, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 130 (01) :190-201
[3]   LAGRANGEAN HEURISTICS FOR LOCATION-PROBLEMS [J].
BEASLEY, JE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 65 (03) :383-399
[4]   An algorithm for the capacitated, multi-commodity multi-period facility location problem [J].
Canel, C ;
Khumawala, BM ;
Law, J ;
Loh, A .
COMPUTERS & OPERATIONS RESEARCH, 2001, 28 (05) :411-427
[5]  
Chardaire P, 1996, NETWORKS, V28, P117, DOI 10.1002/(SICI)1097-0037(199609)28:2<117::AID-NET5>3.0.CO
[6]  
2-H
[7]  
Cornu~ejols G., 1990, DISCRETE LOCATION TH, P119
[8]  
DEGAMA FS, 1996, 1196 U LISB FAC CIEN
[9]  
DIAS J, 022004 INESCC
[10]   A COMPARATIVE-STUDY OF APPROACHES TO DYNAMIC LOCATION-PROBLEMS [J].
ERLENKOTTER, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1981, 6 (02) :133-143