• DocumentCode
    2845277
  • Title

    PSO-based possibilistc mean-variance model with transaction costs

  • Author

    Chen, Wei ; Yang, Ling ; Xu, Fasheng

  • Author_Institution
    Sch. of Inf., Capital Univ. of Econ. & Bus., Beijing, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    5993
  • Lastpage
    5997
  • Abstract
    In this paper, based on possibilistic mean and variance of fuzzy numbers a portfolio selection rebalancing problem is studied. Considering the importance of transaction costs for rebalancing the portfolio, a possibilistic portfolio model with transaction cost is proposed, in which transaction cost is assumed as a no-convex-no-concave function instead of V-Shaped function. Due to proposed problem is a non-smooth programming problem, an improved particle swarm optimization is designed. At last, a numerical example is given to illustrate our proposed effective approach.
  • Keywords
    costing; particle swarm optimisation; possibility theory; PSO-based possibilistc mean-variance model; V-shaped function; fuzzy numbers; no-convex-no-concave function; nonsmooth programming problem; particle swarm optimization; portfolio selection rebalancing problem; possibilistic portfolio model; transaction costs; Cost function; Fuzzy set theory; Fuzzy sets; Heuristic algorithms; Particle swarm optimization; Portfolios; Possibility theory; Publishing; Random variables; Uncertainty; Improved Particle Swarm Optimization; Portfolio Selection; Possibility Theory; Transaction Costs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5195275
  • Filename
    5195275