Minimizing Risk of Black-Litterman Portfolio Using Genetic Algorithms

被引:1
作者
El Hachloufi, Mostafa [1 ]
El Haddad, Mohammed [1 ]
El Attar, Abderrahim [2 ]
机构
[1] Univ Mohammed 5, Fac Law Econ & Social Sci Agdal, Rabat, Morocco
[2] Mohamed V Univ, Fac Sci Rabat, Rabat, Morocco
来源
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS | 2016年 / 55卷 / 01期
关键词
Black-Litterman; CAPM; Portfolio optimization; Genetic algorithm; Black-Scoles; Minimizing Risk; Maximizing Return;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper we present a new approach which minimizes the risk of Black-Litterman portfolio using genetic algorithms This approach consists of replacing the CAPM model by the Black-Scoles model to retain the views that optimize investor expectations and finally to choose the degree of uncertainty in parameter in to maximize the return and minimize portfolio risk. This approach is an aid to decision making for the portfolio managers in the financial market.
引用
收藏
页码:51 / 58
页数:8
相关论文
共 14 条
[1]  
Biernacki C., 1997, THESIS
[2]  
Black, 1992, FINANCIAL ANAL J
[3]  
Black Fischer, 1991, J FIXED INCOME
[4]  
CANTUPAZ E, 2000, EFFICIENT ACCURATE P
[5]  
Davis L., 1991, GENETIC ALGORITHM HD
[6]  
Goldberg D., 1989, GENETIC ALGORITHMS S
[7]  
Goldberg Jr D.E., 1985, P 1 INT C GEN ALG TH, V154, P154
[8]  
MARKOWITZ H, 1952, J FINANCE
[9]  
RENDERS J, 1995, ALGORITHMES GENETIQU
[10]  
Satchell, 2000, J FIXED INCOME, P7