• DocumentCode
    1467664
  • Title

    Rules integrate data in a multicriteria decision support system

  • Author

    Lévine, Pierre ; Pomerol, Marie-Jeanne ; Saneh, Rola

  • Author_Institution
    Dept. of Comput., ENA, Paris, France
  • Volume
    20
  • Issue
    3
  • fYear
    1990
  • Firstpage
    678
  • Lastpage
    686
  • Abstract
    An integrated multicriteria decision support system is presented that supports the decision-making process from the very beginning, i.e. the scanning of the available data, up to the moment of the choice. In this system the descriptive data of the multiattribute problem are transformed, by rules, into a manageable decision matrix. An expert system architecture is described to realize this transfer of the descriptive data to the multiattribute matrix. The decision matrix obtained can be processed by any multicriteria method. The authors key points come in the construction of the decision rules for the system. In their system the order between the alternatives, which is a part of the burden ordinarily devoted to the determination of weights, is moved to the conceptual analysis preceding the writing of the rules. An application is presented of an interactive program allowing an intelligent exploration of choices that uses artificial intelligence ideas
  • Keywords
    decision support systems; decision theory; expert systems; DSS; artificial intelligence; decision matrix; decision rules; decision-making process; descriptive data; expert system architecture; interactive program; multiattribute matrix; multicriteria decision support system; Artificial intelligence; Costs; Decision support systems; Expert systems; Filling; Investments;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/21.57278
  • Filename
    57278