Production and transport scheduling in flexible job shop manufacturing systems

被引:41
|
作者
Homayouni, Seyed Mahdi [1 ,2 ]
Fontes, Dalila B. M. M. [1 ,3 ]
机构
[1] LIAAD INESC TEC, Porto, Portugal
[2] Islamic Azad Univ, Dept Ind Engn, Lenjan Branch, Esfahan, Iran
[3] Univ Porto, Fac Econ, Porto, Portugal
关键词
Flexible job shop; Transport; Mixed integer linear programming model; Late acceptance hill climbing;
D O I
10.1007/s10898-021-00992-6
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper addresses an extension of the flexible job shop scheduling problem by considering that jobs need to be moved around the shop-floor by a set of vehicles. Thus, this problem involves assigning each production operation to one of the alternative machines, finding the sequence of operations for each machine, assigning each transport task to one of the vehicles, and finding the sequence of transport tasks for each vehicle, simultaneously. Transportation is usually neglected in the literature and when considered, an unlimited number of vehicles is, typically, assumed. Here, we propose the first mixed integer linear programming model for this problem and show its efficiency at solving small-sized instances to optimality. In addition, and due to the NP-hard nature of the problem, we propose a local search based heuristic that the computational experiments show to be effective, efficient, and robust.
引用
收藏
页码:463 / 502
页数:40
相关论文
共 50 条
  • [21] Job-shop scheduling strategy in reconfigurable manufacturing systems
    Chen, Yong
    Dai, Xianzhong
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2004, 34 (SUPPL.): : 35 - 40
  • [22] Benchmarking flexible job-shop scheduling and control systems
    Trentesaux, Damien
    Pach, Cyrille
    Bekrar, Abdelghani
    Sallez, Yves
    Berger, Thierry
    Bonte, Therese
    Leitao, Paulo
    Barbosa, Jose
    CONTROL ENGINEERING PRACTICE, 2013, 21 (09) : 1204 - 1225
  • [23] Review on flexible job shop scheduling
    Xie, Jin
    Gao, Liang
    Peng, Kunkun
    Li, Xinyu
    Li, Haoran
    IET COLLABORATIVE INTELLIGENT MANUFACTURING, 2019, 1 (03) : 67 - 77
  • [24] Flexible job shop scheduling with blockages
    Hansmann, R. S.
    Rieger, T.
    Zimmermann, U. T.
    MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2014, 79 (02) : 135 - 161
  • [25] Flexible job shop scheduling with blockages
    R. S. Hansmann
    T. Rieger
    U. T. Zimmermann
    Mathematical Methods of Operations Research, 2014, 79 : 135 - 161
  • [26] A Monte-Carlo tree search algorithm for the flexible job-shop scheduling in manufacturing systems
    Saqlain, M.
    Ali, S.
    Lee, J. Y.
    FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, 2023, 35 (02) : 548 - 571
  • [27] A Monte-Carlo tree search algorithm for the flexible job-shop scheduling in manufacturing systems
    M. Saqlain
    S. Ali
    J. Y. Lee
    Flexible Services and Manufacturing Journal, 2023, 35 : 548 - 571
  • [28] A Tabu search-based approach for scheduling job-shop type flexible manufacturing systems
    Logendran, R
    Sonthinen, A
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1997, 48 (03) : 264 - 277
  • [29] Dynamic Job and Conveyor-Based Transport Joint Scheduling in Flexible Manufacturing Systems
    Gaiardelli, Sebastiano
    Carra, Damiano
    Spellini, Stefano
    Fummi, Franco
    APPLIED SCIENCES-BASEL, 2024, 14 (07):
  • [30] An evolutionary approach to complex job-shop and flexible manufacturing system scheduling
    Rossi, A
    Dini, G
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2001, 215 (02) : 233 - 245