A multiobjective multiperiod mean-semientropy-skewness model for uncertain portfolio selection

被引:0
|
作者
Shan Lu
Ning Zhang
Lifen Jia
机构
[1] Capital University of Economics and Business,School of Management and Engineering
来源
Applied Intelligence | 2021年 / 51卷
关键词
Uncertain portfolio selection; Multi-objective optimization; Semi-entropy; Cardinality constraint; Firefly algorithm;
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中图分类号
学科分类号
摘要
Due to the complexity of the financial market, security returns are sometimes expressed by expert estimates rather than historical data. In this paper, we deal with a multiobjective multiperiod portfolio selection problem based on uncertainty theory. We propose a new uncertain multiobjective multiperiod mean-semisentropy-skewness portfolio optimization model, in which uncertain semi-entropy is used to quantify the downside risk. To be more realistic, several constraints are also considered, such as the transaction costs, cardinality, liquidity, budget, and bound constraint. Moreover, a novel hybrid technique, called the MFA-SOS algorithm, which combines the features of the firefly algorithm (FA) and symbiotic organism search algorithm (SOS) is designed to solve the proposed model. Finally, a numerical example is given to illustrate the effectiveness of the proposed approach.
引用
收藏
页码:5233 / 5258
页数:25
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