• DocumentCode
    1983171
  • Title

    Situation Assessment Based on Group Decision and Rule Fusion

  • Author

    Yongwei Wang ; Yunan Liu ; Wei Qiu ; Shuai Liu ; Cheng Si

  • Author_Institution
    Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
  • Volume
    2
  • fYear
    2013
  • fDate
    28-29 Oct. 2013
  • Firstpage
    30
  • Lastpage
    34
  • Abstract
    Evidence theory is one of the main methods to achieve rule-based situational awareness. However, in the combination of multiple sources, the theory of evidence can result in paradox. To resolve this problem, a situation assessment fusion method based on group decision making and rules fusion is proposed. The method includes three stages, which are the measurement of rules importance, rules fusion based on improved evidence theory and situational decision-making. Experimental results show that this method can avoid the paradox, the fusion efficiency and accuracy is superior to existing typical method.
  • Keywords
    decision making; knowledge based systems; evidence theory; fusion efficiency; group decision making; rule fusion; rule-based situational awareness; rules importance measurement; situation assessment fusion method; situational decision-making; Accuracy; Convergence; Decision making; Reliability; Security; Sun; Uncertainty; group decision; rule fusion; rule retrieve; situation assessment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
  • Conference_Location
    Hangzhou
  • Type

    conf

  • DOI
    10.1109/ISCID.2013.122
  • Filename
    6804821