An iterated local search algorithm for the permutation flowshop problem with total flowtime criterion

被引:90
作者
Dong, Xingye [1 ]
Huang, Houkuan [1 ]
Chen, Ping [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
关键词
Scheduling; Iterated local search; Metaheuristic; Permutation flowshop; Total flowtime; ANT-COLONY ALGORITHMS; HEURISTIC ALGORITHM; M-MACHINE; N-JOB; C-I; MINIMIZATION; MAKESPAN; TIME;
D O I
10.1016/j.cor.2008.04.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
An ILS algorithm is proposed to solve the permutation flowshop sequencing problem with total flowtime criterion. The effects of different initial permutations and different perturbation strengths are studied. Comparisons are carried out with three constructive heuristics, three ant-colony algorithms and a particle swarm optimization algorithm. Experiments on benchmarks and a set of random instances show that the proposed algorithm is more effective. The presented ILS improves the best known permutations by a significant margin. Crown Copyright (C) 2008 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1664 / 1669
页数:6
相关论文
共 40 条
[1]  
[Anonymous], 1998, AIDA9804 TU DARMST F
[2]  
Bansal S. P., 1977, AIIE Transactions, V9, P306, DOI 10.1080/05695557708975160
[3]  
CROCE FD, 1996, EUR J OPER RES, V90, P227
[4]   An improved branch-and-bound algorithm for the two machine total completion time flow shop problem [J].
Della Croce, F ;
Ghirardi, M ;
Tadei, R .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 139 (02) :293-301
[5]   An improved NEH-based heuristic for the permutation flowshop problem [J].
Dong, Xingye ;
Huang, Houkuan ;
Chen, Ping .
COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (12) :3962-3968
[6]   A neural network to enhance local search in the permutation flowshop [J].
El-Bouri, A ;
Balakrishnan, S ;
Popplewell, N .
COMPUTERS & INDUSTRIAL ENGINEERING, 2005, 49 (01) :182-196
[7]   Comparison of heuristics for flowtime minimisation in permutation flowshops [J].
Framinan, JA ;
Leisten, R ;
Ruiz-Usano, R .
COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (05) :1237-1254
[8]   An efficient constructive heuristic for flowtime minimisation in permutation flow shops [J].
Framinan, JM ;
Leisten, R .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2003, 31 (04) :311-317
[9]  
Garey M. R., 1976, Mathematics of Operations Research, V1, P117, DOI 10.1287/moor.1.2.117
[10]   4 SIMPLE HEURISTICS FOR SCHEDULING A FLOW-SHOP [J].
GELDERS, LF ;
SAMBANDAM, N .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1978, 16 (03) :221-231