DocumentCode
344361
Title
Fuzzy evolutionary programming for portfolio selection in investment
Author
Van Le, Tu
Author_Institution
Sch. of Comput., Univ. of Canberra, ACT, Australia
Volume
1
fYear
1999
fDate
36342
Firstpage
675
Abstract
The problem of portfolio selection in investment is concerned with minimizing the risk for a prespecified level of return. In this paper, the constraint on the level of return is fuzzified and the technique of fuzzy evolutionary programming is used to select an optimal portfolio of securities with low risk and a highly acceptable level of total return. Experimental results show the method is highly effective. The problem to select a portfolio with low risk and high probability of expected return is resolved in the same manner
Keywords
evolutionary computation; fuzzy set theory; investment; mathematical programming; expected return; fuzzy evolutionary programming; investment; portfolio selection; probability; Australia; Constraint optimization; Energy resolution; Fuzzy control; Fuzzy sets; Genetic programming; Investments; Portfolios; Security; Shape control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Processing and Manufacturing of Materials, 1999. IPMM '99. Proceedings of the Second International Conference on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-5489-3
Type
conf
DOI
10.1109/IPMM.1999.792575
Filename
792575
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