Title :
Multiobjective random fuzzy portfolio selection problems based on CAPM
Author :
Hasuike, T. ; Katagiri, H. ; Ishii, H.
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Osaka, Japan
Abstract :
Many researchers have proposed portfolio models based on the stochastic and fuzzy approaches until now, and there are some models considering both random and ambiguous conditions, particularly using fuzzy random or random fuzzy variables. However, few studies with multiobjective random fuzzy models for the portfolio selection problems have been performed. Therefore, a multiobjective random fuzzy portfolio selection problem based on CAPM, which is one of the most standard factor models, is proposed. In the sense of mathematical programming, our proposed problems are not well-defined problems due to randomness and fuzziness. Therefore, setting some criterions and introducing chance constrains, main problems are transformed into deterministic programming problems. Finally, we construct a solution method to obtain a global optimal solution of the problem.
Keywords :
deterministic algorithms; fuzzy set theory; investment; mathematical programming; pricing; CAPM; capital asset pricing model; deterministic programming problems; mathematical programming; multiobjective random fuzzy portfolio selection problems; standard factor models; stochastic approaches; Cybernetics; Fuzzy systems; Gaussian distribution; Information science; Investments; Mathematical model; Mathematical programming; Portfolios; Pricing; Uncertainty; CAPM; deterministic equivalent transformation; portfolio selection; random fuzzy programming;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
DOI :
10.1109/ICSMC.2009.5346239