• DocumentCode
    401756
  • Title

    Multiagent decision support system

  • Author

    Gao, Hui-Min ; Zeng, Jian-Chao ; Xu, Yu-Bin ; Sun, Guo-Ji

  • Author_Institution
    Dept. of Comput. Sci., Taiyuan Heavy Machinery Inst., China
  • Volume
    3
  • fYear
    2003
  • fDate
    2-5 Nov. 2003
  • Firstpage
    1945
  • Abstract
    We discuss a new decision support system (DSS) for scheduling integrated steel processing based on multiagent technology. A mathematical model of integrated steel scheduling was presented. In order to solve the extremely complex problem, we integrate various algorithms using a new multiagent architecture in which each agent embodies a special approach and multiple solution methods cooperate by evolving a shared population of solutions. Our system considers multiple scheduling objectives, generates multiple scheduling alternatives and relieves the schedulers of mundane computational tasks. The scheduler, as the final decision maker, can work cooperatively with the system to explore alternatives, to improve solution quality and choose the best alternative for the enterprise.
  • Keywords
    decision support systems; multi-agent systems; scheduling; steel industry; decision support system; integrated steel processing scheduling; multiagent technology; multiple scheduling objectives; mundane computational tasks; Costs; Decision support systems; Humans; Job shop scheduling; Mathematical model; Processor scheduling; Production systems; Profitability; Steel; Sun;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2003 International Conference on
  • Print_ISBN
    0-7803-8131-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2003.1259817
  • Filename
    1259817