Volume 42 Issue 2
Feb.  2021
Turn off MathJax
Article Contents
SONG Huihui, LONG Xianjun, HE Guang, PENG Zaiyun. A Fuzzy Portfolio Model With Background Risk and Liquidity Considered[J]. Applied Mathematics and Mechanics, 2021, 42(2): 212-220. doi: 10.21656/1000-0887.400298
Citation: SONG Huihui, LONG Xianjun, HE Guang, PENG Zaiyun. A Fuzzy Portfolio Model With Background Risk and Liquidity Considered[J]. Applied Mathematics and Mechanics, 2021, 42(2): 212-220. doi: 10.21656/1000-0887.400298

A Fuzzy Portfolio Model With Background Risk and Liquidity Considered

doi: 10.21656/1000-0887.400298
Funds:  The National Natural Science Foundation of China(11471059)
  • Received Date: 2019-10-12
  • Rev Recd Date: 2020-12-20
  • Publish Date: 2021-02-01
  • With the 2nd moment of the investment return as the risk measurement function, a fuzzy portfolio model with the background risk and liquidity considered was established. The 2nd moment of the investment return was minimized under the constraint conditions satisfying the preset return rate, the average level of turnover probability and the investment proportion of risk assets. Finally, the historical data of some stocks in the 100 indices were selected for numerical analysis, and the model was proved to conform to the law of ‘high return and high risk’. The results show that, the model is suitable for the actual financial market. The 2nd moment instead of the variance as the risk measurement function, overcomes the complexity of variance calculation and simplifies the problem of fuzzy portfolio solution.
  • loading
  • [1]
    MARKOWITZ H. Portfolio Selection: Efficient Diversification of Investments [M]. New York: Wiley, 1959.
    [2]
    ARNOTT R D, WAGNER W H. The measurement and control of trading costs[J]. Financial Analysis Journal,1990,46(6): 73-80.
    [3]
    MORTON A J, PLISKA S R. Optimal portfolio management with fixed transaction costs[J]. Mathematical Finance,1995,5(4): 337-336.
    [4]
    HUANG X X, YANG T T. How does background risk affect portfolio choice: an analysis based on uncertain mean-variance model with background risk[J]. Journal of Banking and Finance,2020,111: 105726.
    [5]
    HEATON J, LUCAS D. Market frictions, savings behavior, and portfolio choice[J]. Macroeconomic Dynamics,1997,1(1): 76-101.
    [6]
    李佳, 徐维军, 张卫国. 含有背景风险的双目标投资组合模型研究[J]. 运筹与管理, 2017,26(4): 118-123.(LI Jia, XU Weijun, ZHANG Weiguo. Bi objective portfolio selection model and algorithm with background risk[J]. Operations Research and Management Science,2017,26(4): 118-123.(in Chinese))
    [7]
    玄海燕, 金珍, 张玉春, 等. 基于背景风险的个人投资者投资决策研究[J]. 重庆师范大学学报(自然科学版), 2019,36(4): 93-99.(XUAN Haiyan, JIN Zhen, ZHANG Yuchun, et al. Research on investment decision of individual investors based on background risk[J]. Journal of Chongqing Normal University(Natural Sciences),2019,〖STHZ〗 36(4): 93-99.(in Chinese))
    [8]
    DUBOIS D, PRADE H. Possibility Theory: an Approach to Computerized Processing of Uncertainty [M]. Springer, 1988.
    [9]
    CARLSSON C, FULLER R. On possibilistic mean value and variance of fuzzy numbers[J]. Fuzzy Sets and Systems,2001,122(2): 315-326.
    [10]
    ZHANG W G, XIAO W L, XU W J. A possibilistic portfolio adjusting model with new added assets[J]. Economic Modelling,2010,27(1): 208-213.
    [11]
    李婷, 张卫国, 徐维军. 考虑背景风险因素的模糊投资组合选择模型[J]. 系统工程理论与实践, 2012,30(12): 33-38.(LI Ting, ZHANG Weiguo, XU Weijun. Fuzzy portfolio selection model considering background risk[J]. Theory and Practice of System Engineering,2012,30(12): 33-38.(in Chinese))
    [12]
    邓雄, 徐维军, 李佳, 等. 基于背景风险和弹性增量的模糊投资组合研究[J]. 数学的实践与认识, 2016,46(1): 38-46.(DENG Xiong, XU Weijun, LI Jia, et al. Research on fuzzy portfolio based on the background risk and elastic increment[J]. Practice and Understanding of Mathematics,2016,46(1): 38-46.(in Chinese))
    [13]
    李佳, 邓雄, 徐维军. 基于最大期望满意度与背景风险的模糊投资组合模型研究[J]. 数学的实践与认识, 2016,46(15): 140-149.(LI Jia, DENG Xiong, XU Weijun. Research on fuzzy portfolio model based on maximum expectation satisfaction and background risk[J]. Practice and Understanding of Mathematics,2016,46(15): 140-149.(in Chinese))
    [14]
    刘俊卿, 韩晶. 基于模糊数学理论的沥青路面结构可靠度分析[J]. 应用数学和力学, 2018,39(9): 1081-1090.(LIU Junqing, HAN Jing. Reliability analysis of asphalt pavement structure based on fuzzy mathematics theory[J]. Applied Mathematics and Mechanics,2018,39(9): 1081-1090.(in Chinese))
    [15]
    方勇, 汪寿阳. 模糊投资组合优化: 理论与方法[M]. 北京: 高等教育出版社, 2005.(FANG Yong, WANG Shouyang. Fuzzy Portfolio Optimization: Theory and Method [M]. Beijing: Higher Education Press, 2005.(in Chinese))
    [16]
    陈国华, 陈收, 方勇, 等. 带有模糊收益率的投资组合选择模型[J]. 系统工程理论与实践, 2009,29(7): 8-15.(CHEN Guohua, CHEN Shou, FANG Yong, et al. Portfolio selection model with fuzzy return[J]. Theory and Practice of System Engineering,2009,29(7): 8-15.(in Chinese))
    [17]
    刘彦奎, 白雪洁, 杨凯. 参数可信性优化方法[M]. 北京: 科学出版社, 2017.(LIU Yankui, BAI Xuejie, YANG Kai. Parameter Credibility Optimization Method [M]. Beijing: Science Press, 2017.(in Chinese))
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1079) PDF downloads(257) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return