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
[31]   Bottleneck-focused scheduling for a hybrid flowshop [J].
Lee, GC ;
Kim, YD ;
Choi, SW .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2004, 42 (01) :165-181
[32]  
Lee Geun-Cheol, 2006, [Journal of the Korean Institute of Industrial Engineers, 대한산업공학회지], V32, P373
[33]  
LEE JS, 1999, J KOREAN I IND ENG, V25, P254
[34]   Scheduling with agreeable release times and due dates on a batch processing machine [J].
Li, CL ;
Lee, CY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 96 (03) :564-569
[35]   Hybrid flow shop scheduling: A survey [J].
Linn, R ;
Zhang, W .
COMPUTERS & INDUSTRIAL ENGINEERING, 1999, 37 (1-2) :57-61
[36]  
MITTAL BS, 1973, OPSEARCH, V10, P10
[37]   SCHEDULING IN A 2-STAGE MANUFACTURING PROCESS [J].
NARASIMHAN, SL ;
PANWALKAR, SS .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1984, 22 (04) :555-564
[38]  
Neale JJ, 2000, IIE TRANS, V32, P1027, DOI 10.1080/07408170008967459
[39]   Two-stage flowshop scheduling with a common second-stage machine [J].
Oguz, C ;
Lin, BMT ;
Cheng, TCE .
COMPUTERS & OPERATIONS RESEARCH, 1997, 24 (12) :1169-1174
[40]   A HEURISTIC FOR THE SINGLE-MACHINE TARDINESS PROBLEM [J].
PANWALKAR, SS ;
SMITH, ML ;
KOULAMAS, CP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 70 (03) :304-310