Mathematical Models for a Flexible Job Shop Scheduling Problem with Machine Operator Constraints

被引:13
|
作者
Kress, Dominik [1 ]
Mueller, David [1 ]
机构
[1] Univ Siegen, Management Informat Sci, Kohlbettstr 15, D-57068 Siegen, Germany
来源
IFAC PAPERSONLINE | 2019年 / 52卷 / 13期
关键词
Scheduling; Flexible job shop; Workforce constraints; Mixed-integer programming; Constraint programming;
D O I
10.1016/j.ifacol.2019.11.144
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a flexible job shop scheduling problem that incorporates machine operators and aims at makespan minimization. In a detailed overview of the related literature, we reveal the fact that the research in this field is mainly concerned with (meta-)heuristic approaches. Only few papers consider exact approaches. In order to promote the use of exact approaches and in order to facilitate the evaluation of the performance of heuristic approaches, we present two mathematical models, a mixed-integer programming model and a constraint programming model, that are analyzed and compared with a state-of-the-art heuristic in computational tests with a standard solver. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:94 / 99
页数:6
相关论文
共 50 条
  • [1] A Mathematical Model for the Flexible Job Shop Scheduling Problem With Availability Constraints
    Perroux, Tom
    Arbaoui, Taha
    Merghem-Boulahia, Leila
    [J]. IFAC PAPERSONLINE, 2023, 56 (02): : 5388 - 5393
  • [2] Mathematical model and simulated annealing algorithm for setup operator constrained flexible job shop scheduling problem
    Defersha, Fantahun M.
    Obimuyiwa, Dolapo
    Yimer, Alebachew D.
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 171
  • [3] Mathematical models and benchmarking for the fuzzy job shop scheduling problem
    Afsar, Sezin
    Vela, Camino R.
    Palacios, Juan Jose
    Gonzalez-Rodriguez, Ines
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 183
  • [4] Flexible job-shop scheduling problem with resource recovery constraints
    Vallikavungal Devassia, Jobish
    Angelica Salazar-Aguilar, M.
    Boyer, Vincent
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2018, 56 (09) : 3326 - 3343
  • [5] Flexible job-shop scheduling problem under resource constraints
    Chan, F. T. S.
    Wong, T. C.
    Chan, L. Y.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2006, 44 (11) : 2071 - 2089
  • [6] Evaluation of mathematical models for flexible job-shop scheduling problems
    Demir, Yunus
    Isleyen, S. Kursat
    [J]. APPLIED MATHEMATICAL MODELLING, 2013, 37 (03) : 977 - 988
  • [7] Metaheuristics for the job-shop scheduling problem with machine availability constraints
    Tamssaouet, Karim
    Dauzere-Peres, Stephane
    Yugma, Claude
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 125 : 1 - 8
  • [8] Scheduling of a Flexible Job Shop with Multiple Constraints
    Aschauer, A.
    Roetzer, F.
    Steinboeck, A.
    Kugi, A.
    [J]. IFAC PAPERSONLINE, 2018, 51 (11): : 1293 - 1298
  • [9] FLEXIBLE JOB SHOP SCHEDULING PROBLEM WITH PARALLEL BATCH PROCESSING MACHINE
    Ham, Andy
    [J]. 2016 WINTER SIMULATION CONFERENCE (WSC), 2016, : 2740 - 2749
  • [10] An efficient architecture for scheduling flexible job-shop with machine availability constraints
    Moradi, E.
    Ghomi, S. M. T. Fatemi
    Zandieh, M.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 51 (1-4): : 325 - 339