• DocumentCode
    2039670
  • Title

    The portfolio selection problems with chance-constrained

  • Author

    Tang, Wansheng ; Han, Qiheng ; Li, Guangquan

  • Author_Institution
    Inst. of Syst. Eng., Tianjin Univ., China
  • Volume
    4
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    2674
  • Abstract
    A chance-constrained problem of portfolio selection is to choose a portfolio to minimize standard deviation under the condition that the probability where the portfolio rate of return is greater than an expected rate of return and is no less than a confidence level. When short selling is not allowed, the chance-constrained problem of portfolio selection is investigated, its deterministic equivalent mathematical model is established, its properties of existence and uniqueness of the optimal solution is discussed, and the steps of obtaining the optimal solution are given. The programs for an efficient frontier, permission set and optimal solution are devised by Matlab. Finally, an illustrative example is provided
  • Keywords
    financial data processing; investment; probability; stochastic programming; Matlab; chance-constrained problem; confidence level; investment; portfolio selection; probability; stochastic programming; Decision making; Investments; Mathematical model; Mathematical programming; Portfolios; Probes; Security; Stochastic processes; Symmetric matrices; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 2001 IEEE International Conference on
  • Conference_Location
    Tucson, AZ
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7087-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2001.972969
  • Filename
    972969