DocumentCode
2039670
Title
The portfolio selection problems with chance-constrained
Author
Tang, Wansheng ; Han, Qiheng ; Li, Guangquan
Author_Institution
Inst. of Syst. Eng., Tianjin Univ., China
Volume
4
fYear
2001
fDate
2001
Firstpage
2674
Abstract
A chance-constrained problem of portfolio selection is to choose a portfolio to minimize standard deviation under the condition that the probability where the portfolio rate of return is greater than an expected rate of return and is no less than a confidence level. When short selling is not allowed, the chance-constrained problem of portfolio selection is investigated, its deterministic equivalent mathematical model is established, its properties of existence and uniqueness of the optimal solution is discussed, and the steps of obtaining the optimal solution are given. The programs for an efficient frontier, permission set and optimal solution are devised by Matlab. Finally, an illustrative example is provided
Keywords
financial data processing; investment; probability; stochastic programming; Matlab; chance-constrained problem; confidence level; investment; portfolio selection; probability; stochastic programming; Decision making; Investments; Mathematical model; Mathematical programming; Portfolios; Probes; Security; Stochastic processes; Symmetric matrices; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.972969
Filename
972969
Link To Document