Mean-absolute Deviation Models for Portfolio Optimization Problem with Fuzzy Random Returns

被引:0
|
作者
Qin, Zhongfeng [1 ]
机构
[1] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
关键词
Uncertainty modelling; Portfolio optimization; Fuzzy random variables; Absolute deviation; RANDOM-VARIABLES; SELECTION;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Randomness and fuzziness simultaneously appears in a complex security market, which attracts more attentions in the literature. In this paper, we proposes the concept of absolute deviation of fuzzy random variables as a risk measure, and then we develops several novel types of mean-absolute deviation models for portfolio optimization problem, in which security returns are assumed to be fuzzy random variables with known possibility and probability distributions.
引用
收藏
页码:69 / 72
页数:4
相关论文
共 50 条
  • [1] Random fuzzy mean-absolute deviation models for portfolio optimization problem with hybrid uncertainty
    Qin, Zhongfeng
    [J]. APPLIED SOFT COMPUTING, 2017, 56 : 597 - 603
  • [2] Mean-absolute deviation portfolio optimization problem
    Kamil, Anton Abdulbasah
    Ibrahim, Khalipah
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2007, 28 (06): : 935 - 944
  • [3] MEAN-ABSOLUTE DEVIATION PORTFOLIO SELECTION MODEL WITH FUZZY RETURNS
    Qin, Z.
    Wen, M.
    Gu, C.
    [J]. IRANIAN JOURNAL OF FUZZY SYSTEMS, 2011, 8 (04): : 61 - 75
  • [4] The mean-absolute deviation portfolio selection problem with interval-valued returns
    Liu, Shiang-Tai
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2011, 235 (14) : 4149 - 4157
  • [5] An efficient algorithm for mean-absolute deviation portfolio optimization
    Zhang, ZZ
    Tang, XW
    [J]. PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 1469 - 1471
  • [6] A REFORMULATION OF A MEAN-ABSOLUTE DEVIATION PORTFOLIO OPTIMIZATION MODEL
    FEINSTEIN, CD
    THAPA, MN
    [J]. MANAGEMENT SCIENCE, 1993, 39 (12) : 1552 - 1553
  • [7] Mean-Absolute Deviation Optimization Model for Hedging Portfolio Selection Problems
    Liu, Yanwu
    Zhang, Zhongzhen
    [J]. 2009 ETP INTERNATIONAL CONFERENCE ON FUTURE COMPUTER AND COMMUNICATION (FCC 2009), 2009, : 76 - 79
  • [8] Mean-absolute deviation portfolio optimization model under transaction costs
    Konno, H
    Wijayanayake, A
    [J]. JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 1999, 42 (04) : 422 - 435
  • [9] Portfolio optimization using a credibility mean-absolute semi-deviation model
    Vercher, Enriqueta
    Bermudez, Jose D.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (20) : 7121 - 7131
  • [10] Distributionally robust mean-absolute deviation portfolio optimization using wasserstein metric
    Dali Chen
    Yuwei Wu
    Jingquan Li
    Xiaohui Ding
    Caihua Chen
    [J]. Journal of Global Optimization, 2023, 87 : 783 - 805