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 :
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