• DocumentCode
    1335403
  • Title

    On aggregation operators for ordinal qualitative information

  • Author

    Godo, Lluís ; Torra, Vicenç

  • Author_Institution
    CSIC, Bellaterra, Spain
  • Volume
    8
  • Issue
    2
  • fYear
    2000
  • fDate
    4/1/2000 12:00:00 AM
  • Firstpage
    143
  • Lastpage
    154
  • Abstract
    In many fuzzy systems applications, values to be aggregated are of a qualitative nature. In that case, if one wants to compute some type of average, the most common procedure is to perform a numerical interpretation of the values, and then apply one of the well-known (the most suitable) numerical aggregation operators. However, if one wants to stick to a purely qualitative setting, choices are reduced to either weighted versions of max-min combinations or to a few existing proposals of qualitative versions of ordered weighted average (OWA) operators. In this paper, we explore the feasibility of defining a qualitative counterpart of the weighted mean operator without having to use necessarily any numerical interpretation of the values. We propose a method to average qualitative values, belonging to a (finite) ordinal scale, weighted with natural numbers, and based on the use of finite t-norms and t-conorms defined on the scale of values. Extensions of the method for other OWA-like and Choquet integral-type aggregations are also considered
  • Keywords
    fuzzy systems; Choquet integral-type aggregations; OWA operators; OWA-like aggregations; aggregation operators; finite t-conorms; finite t-norms; fuzzy systems; max-min combinations; numerical aggregation operators; ordered weighted average operators; ordinal qualitative information; qualitative counterpart; qualitative setting; qualitative versions; weighted mean operator; Fuzzy set theory; Fuzzy systems; Open wireless architecture; Proposals;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/91.842149
  • Filename
    842149