MEDIAN-VARIANCE FUZZY WITH TRAPEZOIDAL FUZZY NUMBERS FOR PORTFOLIO SELECTION MODEL

被引:0
|
作者
Ramli, Suhailywati [1 ]
Jaaman, Saiful Hafizah [1 ]
机构
[1] Univ Kebangsaan Malaysia, Fac Sci & Technol, Dept Math Sci, Ukm Bangi 43600, Selangor, Malaysia
关键词
fuzzy; mean-variance; median-variance; optimal portfolio; trapezoidal fuzzy numbers; INTERVAL; RETURNS;
D O I
10.17654/AS060010035
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The classical mean-variance Markowitz model uses mean to describe returns of an investment. In this study, the fuzzy median-variance model with return and risk represented by trapezoidal fuzzy numbers is proposed. In this proposed model, returns are represented by the median. The optimal portfolio produced by the fuzzy median-variance model is compared to portfolios produced by mean-variance model, median-variance model and fuzzy mean-variance model. Results of this study present that the fuzzy median-variance with trapezoidal fuzzy numbers model is superior than the other three models. This indicates that the model is a fitting model to be employed to generate optimal portfolio for risk-averse investors.
引用
收藏
页码:35 / 44
页数:10
相关论文
共 50 条
  • [21] Fuzzy distance of trapezoidal fuzzy numbers and application
    Chen, Shanhuo
    Wang, Chienchung
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (06): : 1445 - 1454
  • [22] Fuzzy linear programs with trapezoidal fuzzy numbers
    Ganesan, K
    Veeramani, P
    ANNALS OF OPERATIONS RESEARCH, 2006, 143 (01) : 305 - 315
  • [23] Fuzzy linear programs with trapezoidal fuzzy numbers
    K. Ganesan
    P. Veeramani
    Annals of Operations Research, 2006, 143 : 305 - 315
  • [24] Approximation of intuitionistic fuzzy numbers by trapezoidal intuitionistic fuzzy numbers
    Li, Shuyang
    Yuan, Xuehai
    Li, Hongxing
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (01) : 389 - 402
  • [25] A note on "Ranking generalized exponential trapezoidal fuzzy numbers based on variance"
    Gupta, Gourav
    Kumar, Amit
    Appadoo, S. S.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (01) : 213 - 215
  • [26] Distinguished Representation of Criteria Based on Trapezoidal Fuzzy Numbers and Fuzzy Memberships in Selection of Contractors
    代涛
    刘幸
    高睿
    陆伟
    JournalofDonghuaUniversity(EnglishEdition), 2016, 33 (05) : 713 - 718
  • [27] Skewness of Fuzzy Numbers and Its Applications in Portfolio Selection
    Li, Xiang
    Guo, Sini
    Yu, Lean
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (06) : 2135 - 2143
  • [28] Quantified trapezoidal fuzzy numbers
    Adillon, Roma
    Jorba, Lambert
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (01) : 601 - 611
  • [29] Trapezoidal approximations of fuzzy numbers
    Grzegorzewski, P
    Mrówka, E
    FUZZY SETS AND SYSTEMS - IFSA 2003, PROCEEDINGS, 2003, 2715 : 237 - 244
  • [30] Trapezoidal approximations of fuzzy numbers
    Grzegorzewski, P
    Mrówka, E
    FUZZY SETS AND SYSTEMS, 2005, 153 (01) : 115 - 135