A fuzzy portfolio selection method based on possibilistic mean and variance

被引:0
|
作者
Wei-Guo Zhang
Wei-Lin Xiao
Ying-Luo Wang
机构
[1] South China University of Technology,School of Business Administration
[2] Xi’an Jiaotong University,The School of Management
来源
Soft Computing | 2009年 / 13卷
关键词
Possibilistic mean value; Possibilistic variance; -type fuzzy number; Portfolio selection;
D O I
暂无
中图分类号
学科分类号
摘要
This paper deals with the portfolio selection problem when the returns of assets obey LR-type possibility distributions and there exist the limits on holdings. A new possibilistic mean–variance model to portfolio selection is proposed based on the definitions of the possibilistic return and possibilistic risk, which can better integrate an uncertain decision environment with vagueness and ambiguity. This possibilistic mean–variance model can be regarded as extensions of conventional probabilistic mean–variance methodology and previous possibilistic approaches since it contains less parameter and has a more extensive application. A numerical example of a possibilistic fuzzy portfolio selection problem is given to illustrate our proposed effective means and approaches.
引用
收藏
相关论文
共 50 条
  • [1] A fuzzy portfolio selection method based on possibilistic mean and variance
    Zhang, Wei-Guo
    Xiao, Wei-Lin
    Wang, Ying-Luo
    SOFT COMPUTING, 2009, 13 (06) : 627 - 633
  • [2] Portfolio selection based on possibilistic mean and variance of fuzzy numbers
    Zhang, WG
    Nie, ZK
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 1149 - 1152
  • [3] A possibilistic mean variance portfolio selection model
    Chen, Guohua
    Chen, Shou
    Fang, Yong
    Wang, Shouyang
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2008, : 365 - 372
  • [4] Two Possibilistic Mean-Variance Models for Portfolio Selection
    Chen, Wei
    FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 1035 - 1044
  • [5] Possibilistic mean-variance models and efficient frontiers for portfolio selection problem
    Zhang, Wei-Guo
    Wang, Ying-Luo
    Chen, Zhi-Ping
    Nie, Zan-Kan
    INFORMATION SCIENCES, 2007, 177 (13) : 2787 - 2801
  • [6] A class of weighted possibilistic mean-variance portfolio selection problems
    Wang, X
    Xu, WJ
    Zhang, WG
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 2036 - 2040
  • [7] On the possibilistic mean value and variance of multiplication of fuzzy numbers
    Chen, Wei
    Tan, Shaohua
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 232 (02) : 327 - 334
  • [8] On weighted possibilistic mean and variance of fuzzy numbers
    Fullér, R
    Majlender, N
    FUZZY SETS AND SYSTEMS, 2003, 136 (03) : 363 - 374
  • [9] Portfolio selection under possibilistic mean-variance utility and a SMO algorithm
    Zhang, Wei-Guo
    Zhang, Xi-Li
    Xiao, Wei-Lin
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 197 (02) : 693 - 700
  • [10] Portfolio Selection via Fuzzy Mean-Variance Model
    Borovicka, Adam
    38TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS (MME 2020), 2020, : 59 - 65