• DocumentCode
    531848
  • Title

    Electronic reconnaissance satellites on-line scheduling technique for area census

  • Author

    Wang, Huilin ; Qiu, Dishan ; Huang, Wei ; Li, Jianjun

  • Author_Institution
    Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
  • Volume
    7
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    According to the real-time detecting information, this paper studied the electronic reconnaissance satellite(ERS) area census on-line scheduling problem. Based on the radiant points´ unknown position and working mode, the uncertain factors´ quantitive description methods of the ERS on-line scheduling problem were proposed. A target working mode and existing probability forecasting technique based on Bayesian decision-making was put forward, and a multi-objective constrained programming model is established, which aimed to optimize the objectives of the information detecting reward and the front interception reward. A multi-satellite cooperate area census on-line scheduling multi-objective evolution algorithm(MSCACOS-MOEA) was put forward to improve the pareto optimal solutions, which could prevent from converging too slowly. The simulation instances proved that the technique could effectively deal with the ERS area census on-line scheduling problem and the performance was well.
  • Keywords
    artificial satellites; belief networks; constraint handling; decision making; geophysics computing; scheduling; -objective constrained programming model; Bayesian decision-making; ERS on-line scheduling problem; MSCACOS-MOEA; area census; electronic reconnaissance satellites; pareto optimal solutions; probability forecasting technique; real-time detecting information; Biological cells; Bayesian decision-making; MOEA; Multi-objective optimazition; area census; electromagnetic reconnaissance satellites(ERS); on-line scheduling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5619016
  • Filename
    5619016