An entropy-based algorithm to solve the facility layout design problem

被引:17
作者
Carmen Gonzalez-Cruz, Ma [1 ]
Gomez-Senent Martinez, Eliseo [1 ]
机构
[1] Univ Politecn Valencia, Dept Project Engn, Valencia 46022, Spain
关键词
Facility layout; Entropy; Multicriteria; QUADRATIC ASSIGNMENT PROBLEM; DECISION-MAKING; SPACE;
D O I
10.1016/j.rcim.2010.06.015
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 new design approach used in order to solve the facility layout problem The layout problem is viewed from the general perspective as a problem of the arrangement of elements within a system The main attributes and relationships among the elements of the system are analyzed A new algorithm for the generation of the layout of workstations or departments in the industrial plant is proposed The algorithm evaluates each possible arrangement by an entropy function and then the layout with the lowest entropy value is selected as the optimal solution The algorithm has been applied to the design problem reported by Francis and White (1974) Francis and White s [1] design problem has been used as a test problem in previous research works (C) 2010 Elsevier Ltd All rights reserved
引用
收藏
页码:88 / 100
页数:13
相关论文
共 33 条
[1]  
ARAGONES P, 1997, THESIS UPV
[2]  
Aragones P., 2001, J MULTICRITERIA DECI, V10, P153
[3]  
ARMOUR GG, 1963, MANAGE SCI, V2, P294
[4]   Optimal 3D layout of industrial facilities [J].
Barbosa-Póvoa, AP ;
Mateus, R ;
Novais, AQ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2002, 40 (07) :1669-1698
[5]  
Belton V., 2002, MULIPLE CRITERIA DEC
[6]  
BUFFA G, 1964, HARVARD BUS REV, V42, P136
[7]   A MULTI-GOAL HEURISTIC FOR FACILITIES DESIGN-PROBLEMS - MUGHAL [J].
DUTTA, KN ;
SAHU, S .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1982, 20 (02) :147-154
[8]   Application of fuzzy decision-making in facilities layout planning [J].
Dweiri, F ;
Meier, FA .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (11) :3207-3225
[9]  
Francis R.L., 1974, Facility layout and location: an analytical approach
[10]   OPTIMAL AND SUBOPTIMAL ALGORITHMS FOR THE QUADRATIC ASSIGNMENT PROBLEM [J].
GILMORE, PC .
JOURNAL OF THE SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS, 1962, 10 (02) :305-313