A Hybrid Shapeless Radial Basis Function Applied With the Dual Reciprocity Boundary Element Method

K. Chanthawara, S. Kaennakham
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Abstract

The so-called Dual Reciprocity Boundary Element Method (DRBEM) has been a popular alternative scheme designed to alleviate problems encountered when using the traditional BEM for numerically solving engineering problems that are described by PDEs. The method starts with writing the right-hand-side of Poisson equation as a summation of a pre-chosen multivariate function known as ‘Radial Basis Function (RBF)’. Nevertheless, a common undesirable feature of using RBFs is the appearance of the so-called ‘shape parameter’ whose value greatly affects the solution accuracy. In this work, a new form of RBF containing no shape (so that it can be called ‘shapefree/shapeless’) is invented, proposed and applied in conjunction with DRBEM is validated numerically. The solutions obtained are compared against both exact ones and those presented in literature where appropriate, for validation. It is found that reasonably and comparatively good approximated solutions of PDEs can still be obtained without the difficulty of choosing a good shape for RBF used. Key-Words: Dual reciprocity, Boundary element method, Shapeless parameter, Radial basis function, Partial differential equation, Numerical solution Received: January 21, 2021. Revised: April 1, 2021. Accepted: April 5, 2021. Published: April 9, 2021.
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应用对偶互易边界元法的混合无形径向基函数
所谓的双互易边界元法(Dual Reciprocity Boundary Element Method, DRBEM)是一种流行的替代方案,旨在缓解使用传统边界元法数值求解由偏微分方程描述的工程问题时遇到的问题。该方法首先将泊松方程的右侧写成预先选择的多元函数的求和,称为“径向基函数(RBF)”。然而,使用rbf的一个常见的不受欢迎的特征是所谓的“形状参数”的出现,其值极大地影响了解的精度。在这项工作中,发明了一种新的不含形状的RBF(因此它可以被称为“无形状/无形状”),提出并与DRBEM结合应用,并进行了数值验证。在适当的情况下,将得到的解与精确解和文献中提出的解进行比较,以进行验证。结果表明,在不存在选择合适径向基形状的困难的情况下,仍然可以得到较为合理和较好的偏微分方程近似解。关键词:对偶互易,边界元法,无形参数,径向基函数,偏微分方程,数值解修订日期:2021年4月1日。录用日期:2021年4月5日。发布日期:2021年4月9日。
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