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
Link To Document :
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