Metaheuristic methods for a class of the facility layout problem

被引:38
作者
de Alvarenga, AG [1 ]
Negreiros-Gomes, FJ [1 ]
Mestria, M [1 ]
机构
[1] UFES, Dept Informat, Ctr Tecnol, BR-29060970 Vitoria, ES, Brazil
关键词
manufacturing systems; layout; combinatorial optimization problem; metaheuristic methods;
D O I
10.1023/A:1008982420344
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper treats of a facility layout problem in the manufacturing systems. Considering the combinatorial nature of the problem, a metaheuristic approach, based on Simulated Annealing and Tabu Search, is proposed to it. Computational results show that this procedure seems to be a good alternative to treat this problem.
引用
收藏
页码:421 / 430
页数:10
相关论文
共 18 条
[1]   COMPUTERIZED LAYOUT DESIGN: A BRANCH AND BOUND APPROACH. [J].
Bazaraa, Mokhtar S. .
1975, 7 (04) :432-438
[2]  
BEGHINPICAVET M, 1982, RAIRO-RECH OPER, V16, P263
[4]   STRATEGY FOR SOLVING PLANT LAYOUT PROBLEM [J].
FOULDS, LR ;
ROBINSON, DF .
OPERATIONAL RESEARCH QUARTERLY, 1976, 27 (04) :845-855
[5]   MACHINE LAYOUT PROBLEM IN FLEXIBLE MANUFACTURING SYSTEMS [J].
HERAGU, SS ;
KUSIAK, A .
OPERATIONS RESEARCH, 1988, 36 (02) :258-268
[6]   EXPERIMENTAL-ANALYSIS OF SIMULATED ANNEALING BASED ALGORITHMS FOR THE LAYOUT PROBLEM [J].
HERAGU, SS ;
ALFA, AS .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 57 (02) :190-202
[7]   EFFICIENT MODELS FOR THE FACILITY LAYOUT PROBLEM [J].
HERAGU, SS ;
KUSIAK, A .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 53 (01) :1-13
[8]  
KAUFMAN L, 1978, EUR J OPER RES, V2, P204
[9]   OPTIMIZATION BY SIMULATED ANNEALING [J].
KIRKPATRICK, S ;
GELATT, CD ;
VECCHI, MP .
SCIENCE, 1983, 220 (4598) :671-680
[10]   ASSIGNMENT PROBLEMS AND THE LOCATION OF ECONOMIC-ACTIVITIES [J].
KOOPMANS, TC ;
BECKMANN, M .
ECONOMETRICA, 1957, 25 (01) :53-76