A simple and effective genetic algorithm for the two-stage capacitated facility location problem

被引:60
|
作者
Fernandes, Diogo R. M. [1 ]
Rocha, Caroline [2 ]
Aloise, Daniel [3 ]
Ribeiro, Glaydston M. [4 ]
Santos, Enilson M. [5 ]
Silva, Allyson [1 ]
机构
[1] Univ Fed Rio Grande do Norte, Dept Ind Engn, BR-59072970 Natal, RN, Brazil
[2] Univ Fed Rio Grande do Norte, Sch Sci & Technol, BR-59072970 Natal, RN, Brazil
[3] Univ Fed Rio Grande do Norte, Dept Comp Engn & Automat, BR-59072970 Natal, RN, Brazil
[4] COPPE, Grad Sch & Res Engn, Dept Transport Engn, Rio De Janeiro, Brazil
[5] Univ Fed Rio Grande do Norte, Dept Civil Engn, BR-59072970 Natal, RN, Brazil
关键词
Two-stage facility location; Genetic algorithm; Multi-stage transportation systems; LAGRANGIAN-RELAXATION; SEARCH; MODEL;
D O I
10.1016/j.cie.2014.05.023
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a simple and effective Genetic Algorithm (GA) for the two-stage capacitated facility location problem (TSCFLP). The TSCFLP is a typical location problem which arises in freight transportation. In this problem, a single product must be transported from a set of plants to meet customers demands, passing out by intermediate depots. The objective is to minimize the operation costs of the underlying two-stage transportation system thereby satisfying demand and capacity constraints of its agents. For this purpose, a GA is proposed and computational results are reported comparing the heuristic results with those obtained by two state-of-the-art Lagrangian heuristics proposed in the literature for the problem. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:200 / 208
页数:9
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