A Mean-Variance Portfolio Selection Model with Interval-Valued Possibility Measures

被引:6
|
作者
Sui, Yunyun [1 ]
Hu, Jiangshan [1 ]
Ma, Fang [2 ]
机构
[1] Weifang Univ, Sch Math & Informat Sci, Weifang 261061, Peoples R China
[2] Shenyang Univ Technol, Sch Sci, Shenyang 110023, Peoples R China
关键词
FUZZY; OPTIMIZATION;
D O I
10.1155/2020/4135740
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In recent years, fuzzy set theory and possibility theory have been widely used to deal with an uncertain decision environment characterized by vagueness and ambiguity in the financial market. Considering that the expected return rate of investors may not be a fixed real number but can be an interval number, this paper establishes an interval-valued possibilistic mean-variance portfolio selection model. In this model, the return rate of assets is regarded as a fuzzy number, and the expected return rate of assets is measured by the interval-valued possibilistic mean of fuzzy numbers. Therefore, the possibilistic portfolio selection model is transformed into an interval-valued optimization model. The optimal solution of the model is obtained by using the order relations of interval numbers. Finally, a numerical example is given. Through the numerical example, it is shown that, when compared with the traditional possibilistic model, the proposed model has more constraints and can better reflect investor psychology. It is an extension of the traditional possibilistic model and offers greater flexibility in reflecting investor expectations.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] A new optimal portfolio selection strategy based on a quadratic form mean-variance model with transaction costs
    Peng, Hui
    Kitagawa, Genshiro
    Gan, Min
    Chen, Xiaohong
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2011, 32 (02) : 127 - 138
  • [42] Prediction based mean-variance model for constrained portfolio assets selection using multiobjective evolutionary algorithms
    Mishra, Sudhansu Kumar
    Panda, Ganapati
    Majhi, Babita
    SWARM AND EVOLUTIONARY COMPUTATION, 2016, 28 : 117 - 130
  • [43] MULTI-PERIOD MEAN-VARIANCE PORTFOLIO SELECTION WITH FIXED AND PROPORTIONAL TRANSACTION COSTS
    Wang, Zhen
    Liu, Sanyang
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2013, 9 (03) : 643 - 657
  • [44] Partial index tracking enhanced mean-variance portfolio
    Cai, Zhaokun
    Cui, Zhenyu
    Simaan, Majeed
    INTERNATIONAL JOURNAL OF FINANCE & ECONOMICS, 2025, 30 (02) : 1206 - 1224
  • [45] A new global algorithm for factor-risk-constrained mean-variance portfolio selection
    Wu, Huixian
    Luo, Hezhi
    Zhang, Xianye
    Liu, Jianzhen
    JOURNAL OF GLOBAL OPTIMIZATION, 2023, 87 (2-4) : 503 - 532
  • [46] On horizon-consistent mean-variance portfolio allocation
    Cerreia-Vioglio, Simone
    Ortu, Fulvio
    Rotondi, Francesco
    Severino, Federico
    ANNALS OF OPERATIONS RESEARCH, 2024, 336 (1-2) : 797 - 828
  • [47] Optimal portfolio of continuous-time mean-variance model with futures and options
    Yan, Wei
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2018, 39 (03) : 1220 - 1242
  • [48] Fuzzy mean-variance-skewness portfolio selection models by interval analysis
    Bhattacharyya, Rupak
    Kar, Samarjit
    Majumder, Dwijesh Dutta
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2011, 61 (01) : 126 - 137
  • [49] Unified Framework of Mean-Field Formulations for Optimal Multi-Period Mean-Variance Portfolio Selection
    Cui, Xiangyu
    Li, Xun
    Li, Duan
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (07) : 1833 - 1844
  • [50] Multi-period mean-variance portfolio selection with stochastic interest rate and uncontrollable liability
    Yao, Haixiang
    Li, Zhongfei
    Li, Duan
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 252 (03) : 837 - 851