• DocumentCode
    566707
  • Title

    Meshfree methods in option pricing

  • Author

    Belova, Anna ; Shmidt, Tamara ; Ehrhardt, Matthias

  • Author_Institution
    IDE, Halmstad Univ., Halmstad, Sweden
  • fYear
    2012
  • fDate
    19-21 June 2012
  • Firstpage
    243
  • Lastpage
    246
  • Abstract
    A meshfree approximation scheme based on the radial basis function (RBF) methods is presented for the numerical solution of the options pricing model. This work deals with the valuation of the European, Asian and American options. The option prices are modeled by the Black-Scholes equation. The θ-method is used to discretize the equation with respect to time. Next, the option price is approximated in space with RBF. In case of American options a penalty method is used, i.e. the free boundary is removed by adding a small and continuous penalty term to the Black-Scholes equation. Finally, we present a comparison of analytical and finite difference solutions and numerical results.
  • Keywords
    finite difference methods; mesh generation; pricing; radial basis function networks; stock markets; θ-method; American options; Asian options; Black-Scholes equation; European options; RBF; finite difference solutions; meshfree approximation scheme; meshfree methods; options pricing model; radial basis function methods; Approximation methods; Cost accounting; Equations; Europe; Finite difference methods; Mathematical model; Pricing; meshfree methods; option pricing; partial differential equations; radial basis functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Embedded Computing (MECO), 2012 Mediterranean Conference on
  • Conference_Location
    Bar
  • Print_ISBN
    978-1-4673-2366-6
  • Type

    conf

  • Filename
    6268969