• DocumentCode
    1596966
  • Title

    Cooperative Particle Swarm Optimization for Steel Making Scheduling

  • Author

    Huimin, Gao ; Jianchao, Zeng

  • Author_Institution
    Taiyuan Univ. of Sci. & Technol., Taiyuan
  • Volume
    4
  • fYear
    2007
  • Firstpage
    522
  • Lastpage
    526
  • Abstract
    0-1 integer programming model of steel making scheduling was presented. Boolean algebra was applied to restrict the search space of particle swarm optimization to 0-1 space. As for the difficulty of constraint problem of 0-1 integer programming, a cooperative particle swarm optimization(CPSO) algorithm was proposed, which embody two particle swarms, one´s goal is to minimize the objective function, the other is to meet the constraint condition. Two particle swarms cooperate to solve the 0-1 integer programming problem. The CPSO algorithm has been applied to solve the steel making scheduling problem successfully.
  • Keywords
    Boolean algebra; constraint theory; integer programming; particle swarm optimisation; scheduling; search problems; steel industry; Boolean algebra; constraint problem; cooperative particle swarm optimization; integer programming model; search space; steel making scheduling; Computational modeling; Computer simulation; Furnaces; Iron; Linear programming; Particle swarm optimization; Processor scheduling; Slabs; Space technology; Steel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.318
  • Filename
    4344729