DocumentCode
2012406
Title
A Linear Programming Model of Fuzzy Portfolio Selection Problem
Author
Lan, Yuping ; Lv, Xuanli ; Zhang, Weiguo
Author_Institution
Beijing Normal Univ., Zhuhai
fYear
2007
fDate
May 30 2007-June 1 2007
Firstpage
3116
Lastpage
3118
Abstract
This paper discusses the portfolio selection problem with the lower and upper bounds constraints to investment based on the possibilistic theory under the assumption that the returns of assets are fuzzy numbers. The possibilistic mean value of the return is termed measure of investment return and the possibilistic variance of the return is termed measure of investment risk. The conventional probabilistic mean-variance model can be simplified a linear programming under the assumption that the returns of assets are triangular fuzzy numbers. Finally, a numerical example of a portfolio selection problem is given to illustrate our proposed effective means and approaches.
Keywords
fuzzy set theory; investment; linear programming; number theory; probability; asset returns; fuzzy portfolio selection problem; investment return; investment risk; linear programming; possibilistic theory; probabilistic mean-variance model; triangular fuzzy numbers; Automatic control; Automation; Conference management; Educational institutions; Finance; Fuzzy control; Fuzzy sets; Investments; Linear programming; Portfolios; optimization; portfolio selection; possibilistic mean; possibilistic variance; possibility distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4244-0818-4
Electronic_ISBN
978-1-4244-0818-4
Type
conf
DOI
10.1109/ICCA.2007.4376935
Filename
4376935
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