Multi objective mean–variance–skewness model with Burg’s entropy and fuzzy return for portfolio optimization

被引:9
|
作者
Ray A. [1 ]
Majumder S.K. [1 ]
机构
[1] Department of Mathematics, Indian Institute of Engineering Science and Technology (IIEST), Shibpur, Howrah, 711103, West Bengal
关键词
Burg; Credibility; Entropy; Fuzzy number; Multi objective; Portfolio;
D O I
10.1007/s12597-017-0311-z
中图分类号
学科分类号
摘要
A new non-Shannon fuzzy Mean–Variance–Skewness-entropy model is proposed with stock returns are considered as triangular fuzzy numbers. The fuzzy stock portfolio selection models are presented with credibility theory that maximizes mean and skewness and minimizes portfolio variance and cross-entropy in terms of Burg. With addition of Burg’s entropy in the multi objective non linear models, focus is the generation of well diversified portfolios within the optimal allocation. For an imprecise capital market, this study facilitates a more reasonable investment decisions with four objective decision criteria including Burg’s entropy. Numerical examples with case studies are used to illustrate the entire method which can be efficiently used in practical purposes like national stock exchanges. © 2017, Operational Research Society of India.
引用
收藏
页码:107 / 133
页数:26
相关论文
共 50 条
  • [1] Mean-Variance-Skewness-Entropy Measures: A Multi-Objective Approach for Portfolio Selection
    Usta, Ilhan
    Kantar, Yeliz Mert
    ENTROPY, 2011, 13 (01) : 117 - 133
  • [2] A MEAN-VARIANCE-SKEWNESS PORTFOLIO OPTIMIZATION MODEL
    KONNO, H
    SUZUKI, KI
    JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1995, 38 (02) : 173 - 187
  • [3] mean-variance-skewness fuzzy portfolio selection model based on intuitionistic fuzzy optimization
    Chen, Guohua
    Luo, Zhijun
    Liao, Xiaolian
    Yu, Xing
    Yang, Lian
    CEIS 2011, 2011, 15
  • [4] Fuzzy cross-entropy, mean, variance, skewness models for portfolio selection
    Bhattacharyya, Rupak
    Hossain, Sheikh Ahmed
    Kar, Samarjit
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2014, 26 (01) : 79 - 87
  • [5] Credibilistic variance and skewness of trapezoidal fuzzy variable and mean-variance-skewness model for portfolio selection
    Pahade, Jagdish Kumar
    Jha, Manoj
    RESULTS IN APPLIED MATHEMATICS, 2021, 11
  • [6] Mean-variance-skewness model for portfolio selection with fuzzy returns
    Li, Xiang
    Qin, Zhongfeng
    Kar, Samarjit
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 202 (01) : 239 - 247
  • [7] Multi-objective mean-variance-skewness model for generation portfolio allocation in electricity markets
    Pindoriya, N. M.
    Singh, S. N.
    Singh, S. K.
    ELECTRIC POWER SYSTEMS RESEARCH, 2010, 80 (10) : 1314 - 1321
  • [8] Fuzzy Multi-period Mean-variance-skewness Portfolio Selection Model with Transaction Cost
    Meng, Xiaolian
    Lin, Nanyan
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2921 - 2927
  • [9] Analytic solution to the portfolio optimization problem in a mean-variance-skewness model
    Landsman, Zinoviy
    Makov, Udi
    Shushi, Tomer
    EUROPEAN JOURNAL OF FINANCE, 2020, 26 (2-3): : 165 - 178
  • [10] Mean-variance-skewness model for portfolio selection
    Altayligil, Baris
    ISTANBUL UNIVERSITY JOURNAL OF THE SCHOOL OF BUSINESS, 2008, 37 (02): : 65 - 78