DocumentCode
3222291
Title
Multi-objective evolutionary algorithm for multi-project and multi-term portfolio problem
Author
Yuan Zhou ; Hailim Liu ; Wenqin Chen
Author_Institution
Sch. of Appl. Math., Guangdong Univ. of Technol., Guangzhou, China
fYear
2013
fDate
16-19 April 2013
Firstpage
55
Lastpage
59
Abstract
This paper proposes a multi-project and multi-term portfolio model through considering the remaining funds in investment. The model is based on a new kind of Mean-Semi-covariance theory, which describes the uncertainty of return and risk in investment. Portfolio investment is a multi-objective optimization problem with constraints. Multi-objective evolutionary algorithm (MOEA) with greedy repair strategy is used to deal with the infeasible individuals and makes the investment reasonable. Finally, computer simulation shows that the proposed algorithm can be considered as a viable alternative.
Keywords
evolutionary computation; greedy algorithms; investment; MOEA; greedy repair strategy; mean-semi-covariance theory; multiobjective evolutionary algorithm; multiobjective optimization problem; multiproject portfolio model; multiproject portfolio problem; multiterm portfolio model; multiterm portfolio problem; portfolio investment; Computational intelligence; Conferences; Decision support systems; Economics; Handheld computers; Investment;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence for Financial Engineering & Economics (CIFEr), 2013 IEEE Conference on
Conference_Location
Singapore
Type
conf
DOI
10.1109/CIFEr.2013.6611697
Filename
6611697
Link To Document