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
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;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277134