• DocumentCode
    344603
  • Title

    Multiobjective fuzzy scheduling with the OWA operator for handling different scheduling criteria and different job importance

  • Author

    Murata, Tadahiko ; Ishibuchi, Hisao ; Gen, Mitsuo

  • Author_Institution
    Dept. of Ind. & Inf. Syst. Eng., Ashikaga Inst. of Technol., Japan
  • Volume
    2
  • fYear
    1999
  • fDate
    22-25 Aug. 1999
  • Firstpage
    773
  • Abstract
    We first explain the multiobjective fuzzy scheduling with fuzzy due-date. Next, we extend the fuzzy scheduling problems given by Cheng et al. (1995) and Ishibuchi et al. (1994, 1996) to the case where each job has different importance. We show two extensions of our fuzzy scheduling problems taking into account of the importance of each job. In one approach, we assign a different goal (i.e., a desired level) to the satisfaction grade of each job. In the other approach, we use a different unit reward for the satisfaction grade of each job. The goal and the reward of each job are specified depending on its importance. Finally, we illustrate how the importance of each job can affect the final solutions (i.e., schedules) obtained from the multiobjective fuzzy scheduling problems.
  • Keywords
    fuzzy set theory; operations research; optimisation; production control; fuzzy set theory; job scheduling; multiobjective fuzzy scheduling; optimisation; ordered weighted averaging operator; production control; satisfaction grade; Fuzzy systems; Humans; Industrial engineering; Information systems; Job shop scheduling; Open wireless architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
  • Conference_Location
    Seoul, South Korea
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-5406-0
  • Type

    conf

  • DOI
    10.1109/FUZZY.1999.793046
  • Filename
    793046