Heuristics for a two-stage hybrid flowshop scheduling problem with ready times and a product-mix ratio constraint

被引:27
作者
Kim, Yeong-Dae [1 ]
Joo, Byung-Jun [1 ]
Shin, Jong-Ho [2 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Ind Engn, Taejon 305701, South Korea
[2] Ecole Polytech Fed Lausanne, Inst Prod & Robot, CH-1015 Lausanne, Switzerland
关键词
Scheduling; Heuristics; Hybrid flowshop; Product-mix ratio; Makespan; BATCH-PROCESSING MACHINE; MINIMIZING TOTAL TARDINESS; PARALLEL MACHINES; COMPLETION-TIME; GENETIC ALGORITHM; BACKWARD APPROACH; BOUND ALGORITHM; MAKESPAN; STAGE; SHOP;
D O I
10.1007/s10732-007-9061-z
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 focuses on the scheduling problem of minimizing makespan for a given set of jobs in a two-stage hybrid flowshop subject to a product-mix ratio constraint. There are identical parallel machines at the first stage of the hybrid flowshop, while there is a single batch-processing machine at the second stage. Ready times of the jobs (at the first stage) may be different, and a given product-mix ratio of job types should be kept in each batch at the second stage. We present three types of heuristic algorithms: forward scheduling algorithms, backward scheduling algorithms, and iterative algorithms. To evaluate performance of the suggested algorithms, a series of computational experiments are performed on randomly generated test problems and results are reported.
引用
收藏
页码:19 / 42
页数:24
相关论文
共 55 条
[41]   PRODUCTION SCHEDULING PROBLEM IN THE GLASS-CONTAINER INDUSTRY [J].
PAUL, RJ .
OPERATIONS RESEARCH, 1979, 27 (02) :290-302
[42]   A taxonomy of flexible flow line scheduling procedures [J].
Quadt, Daniel ;
Kuhn, Heinrich .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 178 (03) :686-698
[43]   SCHEDULING IN NORMAL-JOB, META-STAGE FLOWSHOP WITH PARALLEL PROCESSORS TO MINIMIZE MAKESPAN [J].
RAJENDRAN, C ;
CHAUDHURI, D .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1992, 27 (02) :137-143
[44]   A hybrid three-stage flowshop problem: Efficient heuristics to minimize makespan [J].
Riane, F ;
Artiba, A ;
Elmaghraby, SE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 109 (02) :321-329
[45]   A genetic algorithm for hybrid flowshops with sequence dependent setup times and machine eligibility [J].
Ruiz, R ;
Maroto, C .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 169 (03) :781-800
[46]   Multiprocessor task scheduling in multistage hybrid flow-shops: a genetic algorithm approach [J].
Serifoglu, FS ;
Ulusoy, G .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2004, 55 (05) :504-512
[47]  
Soewandi H, 2003, IIE TRANS, V35, P467, DOI 10.1080/07408170390187915
[48]   SCHEDULING ALGORITHMS FOR FLEXIBLE FLOWSHOPS - WORST AND AVERAGE CASE PERFORMANCE [J].
SRISKANDARAJAH, C ;
SETHI, SP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1989, 43 (02) :143-160
[49]   Minimizing makespan on a single burn-in oven in semiconductor manufacturing [J].
Sung, CS ;
Choung, YI .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2000, 120 (03) :559-574
[50]   A new Lagrangian relaxation algorithm for hybrid flowshop scheduling to minimize total weighted completion time [J].
Tang, LX ;
Xuan, H ;
Liu, JY .
COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (11) :3344-3359