• DocumentCode
    3230349
  • Title

    A new multi-objective portfolio optimization model based on dual expected utility

  • Author

    Gao, Yuelin ; Wang, Bo ; Quan, Xiangping ; Zhou, Jingke

  • Author_Institution
    Inst. of Inf. & Syst. Sci., North Univ. of Ethnic, China
  • fYear
    2010
  • fDate
    23-26 Sept. 2010
  • Firstpage
    793
  • Lastpage
    798
  • Abstract
    This paper gives a new portfolio optimization model based on dual expected utility. In the model, considering that the transaction number is integer and short sale is not allowed in China´s Stock Market at present, we introduce the constraints of minimal transaction unit and upper bound of investing in each asset in the friction market and we regard the utility risk as the risk under the non-conventional expected utility theory. Under the condition that the yield of portfolio has normal distribution, we propose a new portfolio optimization model. The new model is a nonlinear integer programming problem, we propose an improved genetic algorithm for solving the problem and it is shown with numerical result that the given model is reasonable and the given algorithm is efficient.
  • Keywords
    genetic algorithms; integer programming; investment; nonlinear programming; normal distribution; risk management; securities trading; utility theory; dual expected utility; friction market; genetic algorithm; investment; minimal transaction unit; multiobjective portfolio optimization model; nonlinear integer programming; normal distribution; securities market; stock market; transaction number; utility risk; utility theory; Biological system modeling; Encoding; dual expected utility; genetic algorithm; minimal transaction unit; nonlinear integer programming; portfolio optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bio-Inspired Computing: Theories and Applications (BIC-TA), 2010 IEEE Fifth International Conference on
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4244-6437-1
  • Type

    conf

  • DOI
    10.1109/BICTA.2010.5645226
  • Filename
    5645226