• DocumentCode
    1623692
  • Title

    A portfolio selection problem with type-2 fuzzy return based on possibility measure and interval programming

  • Author

    Hasuike, Takashi ; Ishii, Hiroaki

  • Author_Institution
    Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita, Japan
  • fYear
    2009
  • Firstpage
    267
  • Lastpage
    272
  • Abstract
    This paper discusses a portfolio selection problem with type-2 fuzzy future returns involving interval numbers considering the investor´s subjectivity. Since this proposed problem is not well-defined due to primary and secondary fuzziness, introducing the possibility measure that the total return is more than the target value, the main problem is transformed into the type-1 fuzzy programming problem with the interval value. Furthermore, using the hybrid solution approach based on the linearity of the deterministic equivalent problem and the interval programming problem, the efficient solution is constructed. In order to compare the proposed model with previous standard models, a numerical example derived from the current stock market is provided.
  • Keywords
    fuzzy set theory; investment; mathematical programming; number theory; deterministic equivalent problem; hybrid solution approach; interval programming; investor subjectivity; portfolio selection problem; possibility measure; type-1 fuzzy programming problem; type-2 fuzzy return; Decision making; Fuzzy sets; Investments; Mathematical model; Mathematical programming; Portfolios; Profitability; Random variables; Statistical analysis; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277134
  • Filename
    5277134