The Radial Basis Function Differential Quadrature Method With Ghost Points
Document Type
Article
Publication Date
7-1-2020
Department
Mathematics
School
Mathematics and Natural Sciences
Abstract
© 2020 International Association for Mathematics and Computers in Simulation (IMACS) We propose a simple approach to improve the accuracy of the Radial Basis Function Differential Quadrature (RBF-DQ) method for the solution of elliptic boundary value problems. While the traditional RBF-DQ method places the centers exclusively inside the domain, the proposed method expands the region for the centers allowing them to lie both inside and outside the computational domain. Furthermore, we seek an improvement to determine the shape parameter for the radial basis function by using the modified Franke's formula to find an initial search interval for the leave-one-out cross-validation method, which is a widely used method for the determination of the shape parameter. Both 2D and 3D numerical examples are presented to demonstrate the effectiveness of the proposed method.
Publication Title
Mathematics and Computers in Simulation
Volume
173
First Page
105
Last Page
114
Recommended Citation
Lin, J.,
Zhao, Y.,
Watson, D.,
Chen, C.
(2020). The Radial Basis Function Differential Quadrature Method With Ghost Points. Mathematics and Computers in Simulation, 173, 105-114.
Available at: https://aquila.usm.edu/fac_pubs/17858