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Title
A Numerical Study of RBFs-DQ Method for Multi-Asset Option Pricing Problems
Type of Research Article
Keywords
Radial basis functions, multi-dimensional Black-Scholes equation, differential quadrature, European option
Abstract
In this paper, we propose a numerical scheme to solve multi-dimensional Black-Scholes equation using the global radial basis functions-based differential quadrature (RBFs-DQ) method. Before applying the method, it is needed to remove mixed derivatives from the Black-Scholes equation by making an appropriate change of variables. Then, any spatial derivativeis are approximated by a linear weighted sum of all the function values in the whole physical domain. In the RBFs-DQ method the weighting coefficients are computed by RBFs. The method is very easy to implement and the non-singularity is ensured. The proposed method combines the advantages of the conventional DQ method and the RBFs. It also preserves mesh-free feature of RBFs
Researchers Liela Khodayari (First Researcher)، Mojtaba Ranjbar (Second Researcher)