DocumentCode
3060896
Title
The Optimal Portfolio Model Based on Mean-CvaR with Linear Weighted Sum Method
Author
Xing Yu ; Yuling Tan ; Liang Liu ; Wenfeng Huang
Author_Institution
Dept. of Math. & Appl. Math. Humanities & Sci. & Technol., Inst. of Hunan, Loudi, China
fYear
2012
fDate
23-26 June 2012
Firstpage
82
Lastpage
84
Abstract
This paper proposed the optimal portfolio model maximizing returns and minimizing the risk expressed as CvaR under the assumption that the portfolio return subjects to heavy tail. With linear weighted sum method, we solved the multi-objectives model, and compared the model results to the case under the assumption of normal distribution portfolio return, which is based on the portfolio VAR. In an empirical research, it shows that the return in our model is approximate to that of M-V model, but risk is higher than M-V model. It is illustrated that when risk is described as CvaR, it will predict the potential risk of the portfolio, which is helpful for investors to raise awareness of risk.
Keywords
investment; risk analysis; M-V model; Mean-CvaR; investors; linear weighted sum method; optimal portfolio model; portfolio VAR; risk minimization; Gaussian distribution; Investments; Mathematical model; Modeling; Optimization; Portfolios; Reactive power; CVAR; VAR; linear weighted sum method; multi-objectives programming; the optimal portfolio;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4673-1365-0
Type
conf
DOI
10.1109/CSO.2012.26
Filename
6274683
Link To Document