• DocumentCode
    2292275
  • Title

    Financial decision making with distance measures and induced probabilistic generalized aggregation operators

  • Author

    Merigó, José M. ; Gil-Lafuente, Anna M.

  • Author_Institution
    Dept. of Bus. Adm., Univ. of Barcelona, Barcelona, Spain
  • fYear
    2011
  • fDate
    11-15 April 2011
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    We develop a new financial decision making approach by using induced and probabilistic generalized aggregation operators. We introduce the induced generalized probabilistic ordered weighted averaging distance (IGPOWAD) operator and some of its main properties. Its main advantage is that it uses distance measures in a unified framework between the probability and the OWA operator where we can consider the degree of importance of each concept in the aggregation. Moreover, it also uses order-inducing variables that represent complex reordering processes in the aggregation. We develop an application of this new approach in a financial multi-person decision making problem regarding the selection of financial strategies. We see that the opinion of several experts provides more robust information for the decision maker.
  • Keywords
    decision making; finance; probability; OWA operator; complex reordering processes; distance measures; financial multiperson decision making problem; induced generalized probabilistic ordered weighted averaging distance operator; induced probabilistic generalized aggregation operators; order-inducing variables; Decision making; Hamming distance; Harmonic analysis; Investments; Open wireless architecture; Probabilistic logic; Weight measurement; OWA operator; aggregation operators; financial decision making; probability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Financial Engineering and Economics (CIFEr), 2011 IEEE Symposium on
  • Conference_Location
    Paris
  • ISSN
    pending
  • Print_ISBN
    978-1-4244-9933-5
  • Type

    conf

  • DOI
    10.1109/CIFER.2011.5953566
  • Filename
    5953566