• DocumentCode
    585864
  • Title

    Decision support system for crisis management using temporal fuzzy logic

  • Author

    Alnahhas, Ammar ; Alkhatib, Bassel

  • Author_Institution
    Fac. of Inf. Technol., Damascus Univ., Damascus, Syria
  • fYear
    2012
  • fDate
    17-19 Oct. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Crisis management involves a lot of factors and variables that have to be monitored and considered. Human judgment becomes far from optimal as these variables and factors increase in number. Thus, in these situations, we need the help of decision support system to help the decision making process. In this paper we observe the main decision making factors that should be considered in crisis management situation, we define the crisis as a substantial change in the value of regular environment variables and factors, as the environment is uncertain we propose to use a fuzzy set theory to represent the variables of the system, we show how we can use temporal logic to represent the temporal nature of crises, we present a combination of fuzzy and temporal inference techniques, and propose an algorithm to support the decision making, the algorithm is based on temporal simulation which make use of temporal relations represented by temporal statements, we finally show that the proposed model and algorithm can suite a lot of crisis management situations.
  • Keywords
    decision making; decision support systems; fuzzy logic; fuzzy reasoning; fuzzy set theory; temporal logic; crisis management situation; decision making factors; decision making process; decision support system; fuzzy inference techniques; fuzzy set theory; human judgment; temporal fuzzy logic; temporal inference techniques; temporal logic; temporal statements; Computational modeling; Crisis management; Decision support systems; Fuzzy logic; Fuzzy sets; Prediction algorithms; Predictive models; crisis management; fuzzy logic; temporal logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
  • Conference_Location
    Tbilisi
  • Print_ISBN
    978-1-4673-1739-9
  • Type

    conf

  • DOI
    10.1109/ICAICT.2012.6398525
  • Filename
    6398525