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
Link To Document