Fast local search for single row facility layout

被引:47
|
作者
Palubeckis, Gintaras [1 ]
机构
[1] Kaunas Univ Technol, Fac Informat, LT-51368 Kaunas, Lithuania
关键词
Combinatorial optimization; Single row facility layout; Local search; Variable neighborhood search; DIMENSIONAL SPACE ALLOCATION; FLEXIBLE MANUFACTURING SYSTEMS; VARIABLE NEIGHBORHOOD SEARCH; GENETIC ALGORITHM; MODELS;
D O I
10.1016/j.ejor.2015.05.055
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Given n facilities of prescribed lengths and a flow matrix, the single row facility layout problem (SRFLP) is to arrange the facilities along a straight line so as to minimize the total arrangement cost, which is the sum of the products of the flows and center-to-center distances between facilities. We propose interchange and insertion neighborhood exploration-(NE)-procedures with-time-complexity O(n(2)). which is an improvement over O(n(3))-time NE procedures from the literature. Numerical results show that, for large SRFLP instances, our insertion-based local search (LS) algorithm is two orders of magnitude faster than the best existing LS techniques. As a case study, we embed this LS algorithm into the variable neighborhood search (VNS) framework. We report computational results for SRFLP instances of size up to 300 facilities. They indicate that our VNS implementation offers markedly better performance than the variant of VNS that uses a recently proposed O(n(3))-time insertion-based NE procedure. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
引用
收藏
页码:800 / 814
页数:15
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