• DocumentCode
    227044
  • Title

    Interpolative GCD aggregators

  • Author

    Dujmovic, Jozo

  • Author_Institution
    Dept. of Comput. Sci., San Francisco State Univ., San Francisco, CA, USA
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    1778
  • Lastpage
    1785
  • Abstract
    This paper investigates the structure and properties of interpolative generalized conjunction/disjunction (GCD) aggregators. The main advantage of interpolative aggregators is the possibility to include suitable properties and to exclude inconvenient properties of aggregators. Using this method we can create new forms of logic aggregators by interpolating between heterogeneous base aggregators, i.e. aggregators that belong to different families and have different logic properties. The resulting interpolative aggregators then extend the desirable properties inherited from the base aggregator classes. We propose a general interpolative GCD aggregator (IGCD) and its important uniform special case. I GCD can be used to build compound aggregators and complex logic aggregation structures with suitable logic properties.
  • Keywords
    decision theory; interpolation; complex logic aggregation structures; decision model; heterogeneous base aggregators; interpolative GCD aggregators; interpolative generalized conjunction-disjunction aggregators; logic aggregators; Additives; Boundary conditions; Cognition; Compounds; Conferences; Fuzzy systems; Interpolation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-2073-0
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2014.6891841
  • Filename
    6891841