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
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