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A stable local radial basis function method for option pricing problem under the Bates model
Authors:Rafael Company  Vera N Egorova  Lucas Jdar  Fazlollah Soleymani
Institution:Rafael Company,Vera N. Egorova,Lucas Jódar,Fazlollah Soleymani
Abstract:We propose a local mesh‐free method for the Bates–Scott option pricing model, a 2D partial integro‐differential equation (PIDE) arising in computational finance. A Wendland radial basis function (RBF) approach is used for the discretization of the spatial variables along with a linear interpolation technique for the integral operator. The resulting set of ordinary differential equations (ODEs) is tackled via a time integration method. A potential advantage of using RBFs is the small number of discrete equations that need to be solved. Computational experiments are presented to illustrate the performance of the contributed approach.
Keywords:Bates–  Scott model  option pricing  radial basis functions  stochastic volatility  Wendland function
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