Portfolio selection using λ mean and hybrid entropy

被引:29
作者
Xu, Jiuping [3 ]
Zhou, Xiaoyang [3 ]
Wu, Desheng Dash [1 ,2 ]
机构
[1] Univ Toronto, RiskLab, Toronto, ON M5S 3G3, Canada
[2] Reykjavik Univ, Sch Sci & Engn, IS-103 Reykjavik, Iceland
[3] Sichuan Univ, Uncertainty Decis Making Lab Sch Business & Adm, Chengdu 610064, Peoples R China
基金
美国国家科学基金会;
关键词
Portfolio selection; gamma mean; Hybrid entropy; Fuzzy set; Fuzzy random variable; Triangular fuzzy number; Optimization; Programming; PROBABILITIES; RISK;
D O I
10.1007/s10479-009-0550-3
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper develops a lambda mean-hybrid entropy model to deal with portfolio selection problem with both random uncertainty and fuzzy uncertainty. Solving this model provides the investor a tradeoff frontier between security return and risk. We model the security return as a triangular fuzzy random variable, where the investor's individual preference is reflected by the pessimistic-optimistic parameter lambda. We measure the security risk using the hybrid entropy in this model. Algorithm is developed to solve this bi-objective portfolio selection model. Beside, a numerical example is also presented to illustrate this approach.
引用
收藏
页码:213 / 229
页数:17
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