New heuristics for m-machine no-wait flowshop to minimize total completion time

被引:102
作者
Aldowaisan, T [1 ]
Allahverdi, A [1 ]
机构
[1] Kuwait Univ, Coll Engn & Petr, Ind & Management Syst Engn, Safat 13060, Kuwait
来源
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 2004年 / 32卷 / 05期
关键词
flow-shop; no-wait; heuristics; total completion time;
D O I
10.1016/j.omega.2004.01.004
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents several new heuristics for the m-machine no-wait flowshop with total completion time as the criterion. The performance of the proposed heuristics is compared with those of three existing heuristics including a recently developed Genetic Algorithm. Computational experience with small and large number of jobs and processing time distributions of U(1,100) and U(1,10) demonstrates the superiority of the proposed heuristics with respect to error performance. For example, for U(1,100), number of jobs 400, and number of machines 25, the suggested proposed heuristics PH1(p) and PH3(p) yield an average percentage relative error of 0.006% and 0.257%. This is compared with an average percentage relative error of 2.764% for the best performing existing heuristic. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:345 / 352
页数:8
相关论文
共 20 条
[1]   FLOWSHOP NO-IDLE OR NO-WAIT SCHEDULING TO MINIMIZE THE SUM OF COMPLETION TIMES [J].
ADIRI, I ;
POHORYLES, D .
NAVAL RESEARCH LOGISTICS, 1982, 29 (03) :495-504
[2]   Total flowtime in no-wait flowshops with separated setup times [J].
Aldowaisan, T ;
Allahverdi, A .
COMPUTERS & OPERATIONS RESEARCH, 1998, 25 (09) :757-765
[3]  
ALDOWIASAN T, 2000, COMPUTERS OPERATIONS, V28, P563
[4]  
Allahverdi A., 2000, International Transactions in Operational Research, V7, P245, DOI 10.1111/j.1475-3995.2000.tb00197.x
[5]  
[Anonymous], 1975, ADAPTATION NATURE AR
[6]  
CAMPBELL HG, 1970, MANAGE SCI B-APPL, V16, pB630
[7]   Genetic algorithms applied to the continuous flow shop problem [J].
Chen, CL ;
Neppalli, RV ;
Aljaber, N .
COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 30 (04) :919-929
[8]   EVALUATION OF FLOW SHOP SEQUENCING HEURISTICS [J].
DANNENBRING, DG .
MANAGEMENT SCIENCE, 1977, 23 (11) :1174-1182
[9]  
Goldberg D., 1989, GENETICS ALGORITHMS
[10]   Generating experimental data for computational testing with machine scheduling applications [J].
Hall, NG ;
Posner, ME .
OPERATIONS RESEARCH, 2001, 49 (06) :854-865