Generalized Multiquadric Based Direct Global Differential Quadrature Method for Accurate and Stable Solution of Elliptic Problems

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Authors: Pornthip Pongchalee, Krittidej Chanthawara, Chantana Simtrakankul, Papon Tantiwanichanon, Wisut Kitchainukoon, Sayan Kaennakham
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Abstract

This paper investigates the use of the generalized multiquadric (GMQ) radial basis function within the Direct Global Differential Quadrature (DGDQ) method for solving two-dimensional elliptic PDEs. The GMQ kernel, ϕβ(r)=(c2+r2)β, extends the classical MQ and allows systematic variation of the exponent β and shape parameter c. Numerical experiments on the Poisson equation demonstrate that accuracy and conditioning are highly sensitive to these parameters. Very small shape parameters cause ill-conditioning, while moderate values yield stable and accurate approximations. Negative values produce robust though moderately accurate results, whereas larger positive values achieve near-spectral accuracy at the cost of increased sensitivity to conditioning. The novelty of this work lies in extending DGDQ to the full GMQ family, providing a unified polynomial augmentation strategy, and mapping the accuracy–stability trade-off. These findings offer practical guidance for parameter selection and motivate future work on stabilization techniques.

Fields of Study & Subjects

Numerical methods in engineering Advanced Numerical Methods in Computational Mathematics Advanced Numerical Analysis Techniques

Publication details

Journal / source
Frontiers in artificial intelligence and applications
Publication date
27 January 2026
Document type
Book chapter