Title :
Meshfree methods in option pricing
Author :
Belova, Anna ; Shmidt, Tamara ; Ehrhardt, Matthias
Author_Institution :
IDE, Halmstad Univ., Halmstad, Sweden
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;
Conference_Titel :
Embedded Computing (MECO), 2012 Mediterranean Conference on
Conference_Location :
Bar
Print_ISBN :
978-1-4673-2366-6