Real-time scheduling of multi-stage flexible job shop floor

被引:24
|
作者
Ham, Myoungsoo [1 ]
Lee, Young Hoon [2 ]
Kim, Sun Hoon [2 ]
机构
[1] Samsung Austin Semicond, Syst Engn, Austin, TX USA
[2] Yonsei Univ, Dept Informat & Ind Engn, Seoul 120749, South Korea
关键词
job shop; integer programming; multi-stage; optimisation; real-time; scheduling; BATCH PLANTS; FORMULATION; ALGORITHMS; MACHINES; MODELS; SYSTEM;
D O I
10.1080/00207543.2010.492797
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper first formulates a binary integer programming (BIP) model that minimises Cmax for a multi-stage flexible job shop floor with machine compatibility. Due to a computational limitation, the exact optimal model is then relaxed as a linear programming model. The output from the relaxation model then turns into the objective of the BIP-based real-time scheduling (RTS) heuristic model. The RTS heuristic requires an iteration to calculate the final Cmax. At each iteration, the RTS heuristic assigns just one job to the earliest available machines. Since the set of jobs and machines included in the RTS model is relatively small, RTS can be solved in a very short computational time. We evaluate an overall effectiveness (in terms of solution quality and run time) of the RTS heuristic by way of computer experiments.
引用
收藏
页码:3715 / 3730
页数:16
相关论文
共 50 条
  • [21] Real-time scheduling simulation optimisation of job shop in a production-logistics collaborative environment
    Cai, Lei
    Li, Wenfeng
    Luo, Yun
    He, Lijun
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2023, 61 (05) : 1373 - 1393
  • [22] The one machine scheduling problem: Insertion of a job under the real-time constraint
    Duron, C.
    Louly, M. A. Ould
    Proth, J. -M.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 199 (03) : 695 - 701
  • [23] A genetic algorithm for flexible job shop scheduling with fuzzy processing time
    Lei, Deming
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (10) : 2995 - 3013
  • [24] Elastic and Flexible Multi-stage Task Scheduling with Deadline-constraint in Clouds
    Zhu, Jie
    Li, Xiaoping
    2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2016, : 286 - 291
  • [25] Multi-Stage assembly flow shop with setup time and release time
    Sheikh, Shaya
    Komaki, G. M.
    Kayvanfar, Vahid
    Teymourian, Ehsan
    OPERATIONS RESEARCH PERSPECTIVES, 2019, 6
  • [26] A Real-Time Data Grid Model With Centralized Job Scheduling
    Atanak, Mustafa Mujdat
    Tandogan, Safai
    Dogan, Atakan
    11TH MIDDLE EASTERN SIMULATION MULTICONFERENCE (MESM'2010) -1ST GAMEON-ARABIA CONFERENCE, 2010, : 133 - 137
  • [27] Optimal scheduling for flexible job shop operation
    Gomes, MC
    Barbosa-Póvoa, AP
    Novais, AQ
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2005, 43 (11) : 2323 - 2353
  • [28] The flexible job shop scheduling problem: A review
    Dauzere-Peres, Stephane
    Ding, Junwen
    Shen, Liji
    Tamssaouet, Karim
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 314 (02) : 409 - 432
  • [29] Scheduling of a Flexible Job Shop with Multiple Constraints
    Aschauer, A.
    Roetzer, F.
    Steinboeck, A.
    Kugi, A.
    IFAC PAPERSONLINE, 2018, 51 (11): : 1293 - 1298
  • [30] A Genetic Algorithm for Flexible Job Shop Scheduling
    Chaudhry, Imran A.
    Khan, Abdul Munem
    Khan, Abid Ali
    WORLD CONGRESS ON ENGINEERING - WCE 2013, VOL I, 2013, : 703 - 708