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Radial basis function selection in 3D DRM-MD for potential problems

机译:3D DRM-MD中的径向基功能选择潜在问题

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The DRM based procedures are sensitive to the selection of the function used in the DRM approximation, and hence the Dual Reciprocity Method -Multi Domain approach (DRM-MD) encounters the same drawback. For 3D problems, there is no information available on the performance of DRM-MD using different approximation functions. Here, the accuracy of two DRM-MD codes that solve the Poisson and the advection-diffusion equations in 3D domains have been tested using nine different approximation functions. The most accurate results were obtained using Compactly Supported Radial Basis Functions (CS-RBF), however accurate results with these functions can be obtained only if the suitable size of the support is known a priori. As a general procedure to determine the optimum value of the size of the support is not available, the Augmented Thin Plate Splines are recommended as they produced accurate and stable results and their implementation is straightforward.
机译:基于DRM的过程对DRM近似中使用的功能的选择敏感,因此双互惠方法-Multi域方法(DRM-MD)遇到相同的缺点。对于3D问题,使用不同的近似函数没有可提供DRM-MD的性能的信息。这里,使用九个不同近似函数测试了解决泊松源和3D域中的平行扩散方程的两个DRM-MD代码的精度。使用紧凑支持的径向基函数(CS-RBF)获得最准确的结果,但是,只有当支持的合适尺寸是先验时,才能获得这些功能的准确结果。作为确定尺寸的最佳值的一般程序不可用,建议使用增强的薄板样条曲线,因为它们产生准确且稳定的结果,其实施是简单的。

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