Fuzzy multi-period portfolio selection model with discounted transaction costs

被引:0
|
作者
Yong-Jun Liu
Wei-Guo Zhang
Xue-Jin Zhao
机构
[1] South China University of Technology,School of Business Administration
来源
Soft Computing | 2018年 / 22卷
关键词
Fuzzy portfolio selection; Mean-semivariance-skewness model; Multi-objective programming; Differential evolution algorithm;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, we discuss a multi-period portfolio selection with discounted transaction costs in a fuzzy uncertain investment environment, which has not been given much attention before. We assume that an investor’s motivation is to find the portfolio with maximizing terminal wealth and the cumulative skewness on portfolios, and minimizing the cumulative risk on portfolios. We consider the major criteria including wealth, risk, skewness, transaction costs, proportion entropy, transaction lots, the maximum holding number of assets in the portfolio and budge constraint. We propose a possbilistic mean-semivariance-skewness model with discounted transaction costs for multi-period fuzzy portfolio selection. To solve the multi-objective portfolio selection model, we first introduce a weighted max–min fuzzy goal programming approach to take investor’s different investment preferences into account and transform it into a single-objective programming problem and then design a dynamic differential evolution algorithm for solution. Finally, we provide an empirical study with the sample data from Chinese stock market to analyze the application of the model and the performance of the solution algorithm.
引用
收藏
页码:177 / 193
页数:16
相关论文
共 50 条
  • [1] Fuzzy multi-period portfolio selection model with discounted transaction costs
    Liu, Yong-Jun
    Zhang, Wei-Guo
    Zhao, Xue-Jin
    SOFT COMPUTING, 2018, 22 (01) : 177 - 193
  • [2] Multi-Period Portfolio Selection with Transaction Costs
    Yi, Lan
    2010 2ND IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND FINANCIAL ENGINEERING (ICIFE), 2010, : 98 - 103
  • [3] Multi-period portfolio selection model with transaction cost
    Cai Jun
    Meng Xiaolian
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND HIGHER EDUCATION, 2015, 28 : 355 - 360
  • [4] Multi-period mean-variance fuzzy portfolio optimization model with transaction costs
    Liagkouras, K.
    Metaxiotis, K.
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2018, 67 : 260 - 269
  • [5] A possibilistic mean-semivariance-entropy model for multi-period portfolio selection with transaction costs
    Zhang, Wei-Guo
    Liu, Yong-Jun
    Xu, Wei-Jun
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 222 (02) : 341 - 349
  • [6] 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
  • [7] A multi-period fuzzy portfolio optimization model with minimum transaction lots
    Liu, Yong-Jun
    Zhang, Wei-Guo
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 242 (03) : 933 - 941
  • [8] 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
  • [9] Multi-period Fuzzy Portfolio Selection Model with Cardinality constraints
    Meng, Xiaolian
    Zhou, Xinrong
    2019 16TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM2019), 2019,
  • [10] Fuzzy multi-objective portfolio selection model with transaction costs
    Zhang, Yang
    Li, Xiang
    Wong, Hau-San
    Tan, Lirong
    2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 273 - +