A hybrid GRASP-Path Relinking algorithm for the capacitated p-hub median problem

被引:0
|
作者
Pérez, M [1 ]
Almeida, F [1 ]
Moreno-Vega, JM [1 ]
机构
[1] Univ La Laguna, Escuela Tecn Super Ingn Informat, E-38271 San Cristobal la Laguna, Spain
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The p - hub median problem is an NP hard location - allocation problem, that consists of finding p points to establish facilities and the assignment of the users to these points. In the capacitated version of this problem, each hub has got a maximum capacity limiting the traffic to be assigned. A new evolutionary approach that has been very effective for solving optimization problems is Path Relinking, an extension of Scatter Search that links solutions over neighborhood spaces. GRASP is a well-known randomized multistart metaheuristic. In this paper, we present a hybrid GRASP-Path Relinking for the capacitated p - hub median problem where the GRASP is used to construct the population of the Path Relinking. Computational results demonstrate that the hybrid GRASP-Path Relinking provides better solutions, in terms of both running times and solution quality.
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页码:142 / 153
页数:12
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