A Fuzzy Approach to Portfolio Selection

被引:0
|
作者
Mohamed, Zulkifli [2 ]
Mohamad, Daud [1 ]
Samat, Omar [2 ]
机构
[1] Univ Teknol MARA Malaysia, Fac Comp & Math Sci, Dept Math, Shah Alam 40450, Selangor, Malaysia
[2] Univ Teknol MARA Malaysia, Fac Business Management, Dept Finance, Shah Alam 40450, Selangor, Malaysia
来源
SAINS MALAYSIANA | 2009年 / 38卷 / 06期
关键词
Fuzzy number; investor's judgment; linear programming; portfolio selection; semi-variance;
D O I
暂无
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Stock market investing is undoubtedly challenging. Investors have to deal with random, vague and ambiguity stock price volatility before embarking on investment decision. Due to these weaknesses, the conventional model has several limitations; as a result investors are demanding for a new robust model which is able to represent their real situation to solve the uncertainty issues. In this study we developed a new fuzzy portfolio selection model using semi-variance as a risk measure integrates with investor's judgment on assets' future performance. Linear programming approach was used to optimize the portfolio risk and return. Empirical data showed that the model were able to derive a resourceful portfolio compared to the naive portfolio selection.
引用
收藏
页码:895 / 899
页数:5
相关论文
共 50 条
  • [31] A fuzzy set approach for a multi-period optimal portfolio selection model
    Yu, Xing, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
  • [32] Mean-Entropy-Skewness Fuzzy Portfolio Selection by Credibility Theory Approach
    Bhattacharyya, Rupak
    Kar, Mohuya B.
    Kar, Samarjit
    Majumder, Dwijesh Dutta
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2009, 5909 : 603 - +
  • [33] A network approach to portfolio selection
    Peralta, Gustavo
    Zareei, Abalfazl
    JOURNAL OF EMPIRICAL FINANCE, 2016, 38 : 157 - 180
  • [34] Portfolio selection: An alternative approach
    Hatemi-J, Abdulnasser
    El-Khatib, Youssef
    ECONOMICS LETTERS, 2015, 135 : 141 - 143
  • [35] PORTFOLIO SELECTION - A HEURISTIC APPROACH
    CLARKSON, GP
    MELTZER, AH
    JOURNAL OF FINANCE, 1960, 15 (04): : 465 - 480
  • [36] Fuzzy portfolio selection using fuzzy analytic hierarchy process
    Tiryaki, Fatma
    Ahlatcioglu, Beyza
    INFORMATION SCIENCES, 2009, 179 (1-2) : 53 - 69
  • [37] A portfolio selection model using fuzzy returns
    Duan, Li
    Stahlecker, Peter
    FUZZY OPTIMIZATION AND DECISION MAKING, 2011, 10 (02) : 167 - 191
  • [38] Fuzzy chance-constrained portfolio selection
    Huang, Xiaoxia
    APPLIED MATHEMATICS AND COMPUTATION, 2006, 177 (02) : 500 - 507
  • [39] Fuzzy portfolio selection using genetic algorithm
    Rahib H. Abiyev
    Mustafa Menekay
    Soft Computing, 2007, 11 : 1157 - 1163
  • [40] A portfolio selection model using fuzzy returns
    Li Duan
    Peter Stahlecker
    Fuzzy Optimization and Decision Making, 2011, 10 : 167 - 191