A hybrid heuristic for the uncapacitated hub location problem

被引:70
作者
Abdinnour-Helm, S [1 ]
机构
[1] Univ Wisconsin, Sch Business & Econ, River Falls, WI 54022 USA
关键词
location; tabu search; genetic algorithms; heuristics;
D O I
10.1016/S0377-2217(97)00286-5
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Given n interacting nodes in a network, the Uncapacitated Hub Location Problem (UHP) determines the number of hubs, the location for the hubs, and the assignment of the spokes to hubs that minimizes the overall transportation cost. The hubs are interconnected and each spoke is assigned to a single hub. A new heuristic method is developed based on a hybrid of Genetic Algorithms (GAs) and Tabu Search (TS). The new heuristic yields much improved results when compared to applying GAs alone. In all but one of the cases tested, the results matched the best solutions found in the literature so far. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:489 / 499
页数:11
相关论文
共 16 条
[1]  
ABDINNOURHELM S, 1995, IN PRESS ANN OPERATI
[2]  
ABDINOUR S, 1994, SOLUTION APPROACHES
[3]   Hub location and the p-hub median problem [J].
Campbell, JF .
OPERATIONS RESEARCH, 1996, 44 (06) :923-935
[4]  
Campbell JF, 1994, EUR J OPER RES, V72, P1
[5]   GENETIC ALGORITHMS AND TABU SEARCH - HYBRIDS FOR OPTIMIZATION [J].
GLOVER, F ;
KELLY, JP ;
LAGUNA, M .
COMPUTERS & OPERATIONS RESEARCH, 1995, 22 (01) :111-134
[6]   FUTURE PATHS FOR INTEGER PROGRAMMING AND LINKS TO ARTIFICIAL-INTELLIGENCE [J].
GLOVER, F .
COMPUTERS & OPERATIONS RESEARCH, 1986, 13 (05) :533-549
[7]  
Glover F., 1989, ORSA Journal on Computing, V1, P190, DOI [10.1287/ijoc.2.1.4, 10.1287/ijoc.1.3.190]
[8]  
Goldberg DE., 1989, Genetic algorithms in search, optimization, and machine learning, P125
[9]  
Klincewicz J. G., 1992, Annals of Operations Research, V40, P283, DOI 10.1007/BF02060483
[10]   HEURISTICS FOR THE P-HUB LOCATION PROBLEM [J].
KLINCEWICZ, JG .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 53 (01) :25-37