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Tests of radial basis functions in the 3D DRM-MD

机译:在3D DRM-MD中测试径向基函数

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摘要

Several global as well as compactly supported radial basis functions were tested in the boundary element dual reciprocity method-multi domain approach (DRM-MD) applied to 3D potential problems. Compactly supported radial basis functions (CS-RBFs) showed the highest accuracy, while the augmented thin plate splines (ATPS) showed the highest consistency in terms of accuracy and convergence for the two examples considered, the Poisson and the advection-diffusion equations. A problem for implementation of the CS-RBFs is the lack of guidelines in choosing the size of the support, which showed to have large influence on the accuracy and convergence when these types of RBFs are used. The ATPS showed satisfactory accuracy and since its use does not involve any extra parameters, at the moment it is this function that is the choice of the authors for use in the DRM-MD.
机译:在应用于3D潜在问题的边界元双重互易方法-多域方法(DRM-MD)中,测试了几个全局以及受紧密支持的径向基函数。对于所考虑的两个例子(泊松方程和对流扩散方程),紧支撑的径向基函数(CS-RBFs)显示出最高的精度,而增强薄板样条曲线(ATPS)在准确性和收敛性方面显示出最高的一致性。 CS-RBF的实施问题是缺乏选择支撑物尺寸的指导方针,当使用这些类型的RBF时,这对精度和会聚性影响很大。 ATPS显示出令人满意的准确性,并且由于其使用不涉及任何额外的参数,因此,此功能是作者在DRM-MD中使用的选择。

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