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
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
相关论文
共 50 条
  • [31] A new perspective for optimal portfolio selection with random fuzzy returns
    Huang, Xiaoxia
    INFORMATION SCIENCES, 2007, 177 (23) : 5404 - 5414
  • [32] A chance maximization portfolio selection model in fuzzy random environment
    Li, Jun
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2010, : 65 - 69
  • [33] BAYESIAN AND CAPM ESTIMATORS OF THE MEANS - IMPLICATIONS FOR PORTFOLIO SELECTION
    JORION, P
    JOURNAL OF BANKING & FINANCE, 1991, 15 (03) : 717 - 727
  • [34] Multiobjective Programming Problems Involving Fuzzy Coefficients, Random Variable Coefficients and Fuzzy Random Variable Coefficients
    Yano, Hitoshi
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2015, 23 (04) : 483 - 504
  • [35] Multiobjective Optimization for Project Portfolio Selection
    Barros, Marcio de O.
    Costa, Helio R.
    Figueiredo, Fabio V.
    da Rocha, Ana Regina C.
    PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION COMPANION (GECCO'12), 2012, : 1541 - 1542
  • [36] Interactive Multiobjective Random Fuzzy Programming Problems through the Possibility-Based Fractile Model
    Katagiri, Hideki
    Sakawa, Masatoshi
    Matsui, Takeshi
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 3144 - 3148
  • [37] PORTFOLIO SELECTION PROBLEMS CONSIDERING FUZZY RETURNS OF FUTURE SCENARIOS
    Hasuike, Takashi
    Ishii, Hiroaki
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (10): : 2493 - 2506
  • [38] Optimizing fuzzy portfolio selection problems by parametric quadratic programming
    Wu, Xiao-Li
    Liu, Yan-Kui
    FUZZY OPTIMIZATION AND DECISION MAKING, 2012, 11 (04) : 411 - 449
  • [39] Optimizing fuzzy portfolio selection problems by parametric quadratic programming
    Xiao-Li Wu
    Yan-Kui Liu
    Fuzzy Optimization and Decision Making, 2012, 11 : 411 - 449
  • [40] Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM
    Ho, Wen-Rong Jerry
    Tsai, Chih-Lung
    Tzeng, Gwo-Hshiung
    Fang, Sheng-Kai
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (01) : 16 - 25