Scheduling flexible flow lines with sequence-dependent setup times

被引:182
|
作者
Kurz, ME [1 ]
Askin, RG
机构
[1] Clemson Univ, Dept Ind Engn, Clemson, SC 29634 USA
[2] Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA
基金
美国国家科学基金会;
关键词
scheduling; heuristics; genetic algorithms; flexible flow lines;
D O I
10.1016/S0377-2217(03)00401-6
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper examines scheduling in flexible flow lines with sequence-dependent setup times to minimize makespan. This type of manufacturing environment is found in industries such as printed circuit board and automobile manufacture. An integer program that incorporates these aspects of the problem is formulated and discussed. Because of the difficulty in solving the IP directly, several heuristics are developed, based on greedy methods, flow line methods, the Insertion Heuristic for the Traveling Salesman Problem and the Random Keys Genetic Algorithm. Problem data is generated in order to evaluate the heuristics. The characteristics are chosen to reflect those used by previous researchers. A lower bound has been created in order to evaluate the heuristics, and is itself evaluated. An application of the Random Keys Genetic Algorithm is found to be very effective for the problems examined. Conclusions are then drawn and areas for future research are identified. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:66 / 82
页数:17
相关论文
共 50 条
  • [31] Scheduling hybrid flow shop with sequence-dependent setup times and machines with random breakdowns
    Gholami, M.
    Zandieh, M.
    Alem-Tabriz, A.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 42 (1-2): : 189 - 201
  • [32] An immune algorithm approach to hybrid flow shops scheduling with sequence-dependent setup times
    Zandieh, M.
    Ghomi, S. M. T. Fatemi
    Husseini, S. M. Moattar
    APPLIED MATHEMATICS AND COMPUTATION, 2006, 180 (01) : 111 - 127
  • [33] A neighborhood search function for flexible job shop scheduling with separable sequence-dependent setup times
    Abdelmaguid, Tamer F.
    APPLIED MATHEMATICS AND COMPUTATION, 2015, 260 : 188 - 203
  • [34] Scheduling jobs on dynamic parallel machines with sequence-dependent setup times
    Zne-Jung Lee
    Shih-Wei Lin
    Kuo-Ching Ying
    The International Journal of Advanced Manufacturing Technology, 2010, 47 : 773 - 781
  • [35] Effective metaheuristics for scheduling a hybrid flowshop with sequence-dependent setup times
    Pan, Quan-Ke
    Gao, Liang
    Li, Xin-Yu
    Gao, Kai-Zhou
    APPLIED MATHEMATICS AND COMPUTATION, 2017, 303 : 89 - 112
  • [36] Single machine scheduling problem with stochastic sequence-dependent setup times
    Ertem, Mehmet
    Ozcelik, Feristah
    Sarac, Tugba
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2019, 57 (10) : 3273 - 3289
  • [37] Scheduling with sequence-dependent setup times and early-tardy penalties
    Santos, HCM
    Franca, PM
    MANAGEMENT AND CONTROL OF PRODUCTION AND LOGISTICS, VOL 1 AND 2, 1998, : 239 - 244
  • [38] Scheduling jobs on dynamic parallel machines with sequence-dependent setup times
    Lee, Zne-Jung
    Lin, Shih-Wei
    Ying, Kuo-Ching
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 47 (5-8): : 773 - 781
  • [39] A genetic algorithm for scheduling open shops with sequence-dependent setup times
    Abreu, Levi R.
    Cunha, Jesus O.
    Prata, Bruno A.
    Framinan, Jose M.
    COMPUTERS & OPERATIONS RESEARCH, 2020, 113
  • [40] Minimizing the Makespan and Total Tardiness in Hybrid Flow Shop Scheduling with Sequence-Dependent Setup Times
    Mousavi, Seyyed Mostafa
    Shahnazari-shahrezaei, Parisa
    MANAGEMENT AND PRODUCTION ENGINEERING REVIEW, 2023, 14 (01) : 13 - 24