• DocumentCode
    1570813
  • Title

    Fuzzy FIS flow shop production scheduling with no-wait restrictions

  • Author

    Zheng, Lu ; Gu, Xingsheng

  • Author_Institution
    Res. Inst. of Autom., East China Univ. of Sci. & Technol., Shanghai, China
  • Volume
    4
  • fYear
    2004
  • Firstpage
    2904
  • Abstract
    In this paper, no-wait flow shop production scheduling within finite intermediate storage (FIS) under uncertainty was considered. Finite intermediate storage module and no-wait policy were analyzed respectively and a mixture flow shop production scheduling model with both no-wait constraints and finite intermediate storage was set up based on the theory of fuzzy programming, in which fuzzy processing time was conducted. The maximum membership functions of mean value (MMFMV) were applied to convert the fuzzy scheduling model to an accurate optimization problem. An improved simulated annealing algorithm (SA) was proposed to verify and optimize the scheduling model. The results demonstrate the efficiency and effectiveness of the improved simulated annealing algorithm.
  • Keywords
    flow shop scheduling; fuzzy set theory; simulated annealing; finite intermediate storage; flow shop production scheduling; fuzzy programming; maximum membership functions of mean value; no-wait constraints; simulated annealing algorithm; Constraint theory; Fuzzy set theory; Job shop scheduling; Production; Scheduling algorithm; Simulated annealing; Storage automation; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1343047
  • Filename
    1343047