Multiobjective Random Fuzzy Portfolio Selection Problems based on CAPM

被引:0
|
作者
Hasuike, Takashi [1 ]
Katagiri, Hideki [2 ]
Ishii, Hiroaki [1 ]
机构
[1] Osaka Univ, Grad Sch Informat Sci & Technol, 1-5 Yamadaoka, Suita, Osaka 5650871, Japan
[2] Hiroshima Univ, Grad Sch Engn, Hiroshima 7398527, Japan
来源
2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9 | 2009年
关键词
portfolio selection; random fuzzy programming; CAPM; deterministic equivalent transformation; MARKET EQUILIBRIUM;
D O I
10.1109/ICSMC.2009.5346239
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1316 / +
页数:2
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