A hybrid heuristic for the uncapacitated single allocation hub location problem

被引:91
作者
Chen, Jeng-Fung [1 ]
机构
[1] Feng Chia Univ, Dept Ind Engn & Management Syst, Taichung 40724, Taiwan
来源
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 2007年 / 35卷 / 02期
关键词
hub-and-spoke; simulated annealing; tabu list; uncapacitated hub location problem;
D O I
10.1016/j.omega.2005.05.004
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The uncapacitated single allocation hub location problem (USAHLP), with the hub-and-spoke network structure, is a decision problem in regard to the number of hubs and location-allocation. In a pure hub-and-spoke network, all hubs, which act as switching points for intemodal flows, are interconnected and none of the non-hubs (i.e., spokes) are directly connected. The key factors for designing a successful hub-and-spoke network are to determine the optimal number of hubs, to properly locate hubs, and to allocate the non-hubs to the hubs. In this paper two approaches to determine the upper bound for the number of hubs along with a hybrid heuristic based on the simulated annealing method, tabu list, and improvement procedures are proposed to resolve the USAHLP. Computational experiences indicate that by applying the derived upper bound for the number of hubs the proposed heuristic is capable of obtaining optimal solutions for all small-scaled problems very efficiently. Computational results also demonstrate that the proposed hybrid heuristic outperforms a genetic algorithm and a simulated annealing method in solving USAHLP. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:211 / 220
页数:10
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