• DocumentCode
    3219217
  • Title

    Planning for target system striking based on Markov decision process

  • Author

    Lei Ting ; Zhu Cheng ; Zhang Weiming

  • Author_Institution
    Sci. & Technol. on Inf. Syst. Eng. Lab., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2013
  • fDate
    28-30 July 2013
  • Firstpage
    154
  • Lastpage
    159
  • Abstract
    Planning for targets selection and striking is an important part during the military decision process. In this paper, as to optimize the striking process against the military target system, in which there are relationships between different targets and each target having the capability to recover from the damage, the structure and the recovering mechanism of the target system is modeled. In order to generate a multi-phase striking planning which can destroy the target system efficiently, the Markov Decision Process based planning method is proposed, and a heuristic is calculated to reduce the search space of the problem. Efficiency of the model is showed by a case, which shows that commander can raise their decision efficiency by this method.
  • Keywords
    Markov processes; military systems; search problems; Markov decision process; military decision process; military target system; multiphase striking planning; search space; target selection; target system striking; Equations; Heuristic algorithms; Maintenance engineering; Markov processes; Mathematical model; Planning; Search problems; Markov Decision Process; Recovering mechanism; Targe System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Operations and Logistics, and Informatics (SOLI), 2013 IEEE International Conference on
  • Conference_Location
    Dongguan
  • Print_ISBN
    978-1-4799-0529-4
  • Type

    conf

  • DOI
    10.1109/SOLI.2013.6611401
  • Filename
    6611401