• 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