Production and transport scheduling in flexible job shop manufacturing systems

被引:1
|
作者
Seyed Mahdi Homayouni
Dalila B. M. M. Fontes
机构
[1] LIAAD - INESC TEC,Department of Industrial Engineering
[2] Islamic Azad University,undefined
[3] Faculdade de Economia da Universidade do Porto,undefined
来源
关键词
Flexible job shop; Transport; Mixed integer linear programming model; Late acceptance hill climbing;
D O I
暂无
中图分类号
学科分类号
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:39
相关论文
共 50 条
  • [1] Production and transport scheduling in flexible job shop manufacturing systems
    Homayouni, Seyed Mahdi
    Fontes, Dalila B. M. M.
    [J]. JOURNAL OF GLOBAL OPTIMIZATION, 2021, 79 (02) : 463 - 502
  • [2] SCHEDULING APPROACHES FOR RANDOM JOB SHOP FLEXIBLE MANUFACTURING SYSTEMS
    HUTCHISON, J
    LEONG, K
    SNYDER, D
    WARD, P
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1991, 29 (05) : 1053 - 1067
  • [3] Joint Scheduling of Production and Transport with Alternative Job Routing in Flexible Manufacturing Systems
    Homayouni, Seyed Mahdi
    Fontes, Dalila B. M. M.
    [J]. 14TH INTERNATIONAL GLOBAL OPTIMIZATION WORKSHOP (LEGO), 2019, 2070
  • [4] Energy cost efficient scheduling in flexible job-shop manufacturing systems
    Shen, Liji
    Dauzere-Peres, Stephane
    Maecker, Sohnke
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 310 (03) : 992 - 1016
  • [5] Sustainable evaluation of environmental and occupational risks scheduling flexible job shop manufacturing systems
    Coca, German
    Castrillon, Omar D.
    Ruiz, Santiago
    Mateo-Sanz, Josep M.
    Jimenez, Laureano
    [J]. JOURNAL OF CLEANER PRODUCTION, 2019, 209 : 146 - 168
  • [6] A METHOD OF FLEXIBLE JOB-SHOP SCHEDULING FOR HIGHLY-DISTRIBUTED MANUFACTURING SYSTEMS
    Morinaga, E.
    Nakamura, T.
    Wakamatsu, H.
    Arai, E.
    [J]. 24TH INTERNATIONAL CONFERENCE ON PRODUCTION RESEARCH (ICPR), 2017, : 592 - 597
  • [7] Multi-Agent Reinforcement Learning for Job Shop Scheduling in Flexible Manufacturing Systems
    Baer, Schirin
    Bakakeu, Jupiter
    Meyes, Richard
    Meisen, Tobias
    [J]. 2019 SECOND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE FOR INDUSTRIES (AI4I 2019), 2019, : 22 - 25
  • [8] Priority Scheduling for a Flexible Job Shop with a Reconfigurable Manufacturing Cell
    Doh, Hyoung-Ho
    Yu, Jae-Min
    Kwon, Yong-Ju
    Lee, Dong-Ho
    Suh, Min-Suk
    [J]. INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2016, 15 (01): : 11 - 18
  • [9] Ant systems & local search optimization for flexible job shop scheduling production
    Liouane, Noureddine
    Saad, Ihsen
    Hammadi, Slim
    Borne, Pierre
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2007, 2 (02) : 174 - 184
  • [10] On the Impact of Transport Times in Flexible Job Shop Scheduling Problems
    Gaiardelli, Sebastiano
    Carra, Damiano
    Spellini, Stefano
    Fummi, Franco
    [J]. 2022 IEEE 27TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2022,