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Kriging-based Finite Element Method: Element-by-element Kriging Interpolation

机译:基于克里金法的有限元方法:逐元素克里格插值

摘要

An enhancement of the finite element method with Kriging shape functions (K-FEM) was recently proposed. In this method, the field variables of a boundary value problem are approximated using element-by-element piecewise Kriging interpolation (el-KI). For each element, the interpolation function is constructed from a set of nodes within a prescribed domain of influence comprising the element and its several layers of neighbouring elements. This paper presents a numerical study on the accuracy and convergence of the el-KI in function fitting problems. Several examples of functions in two-dimensional space are employed in this study. The results show that very accurate function fittings and excellent convergence can be attained by the el-KI.
机译:最近提出了一种用克里格形状函数(K-FEM)增强有限元方法的方法。在这种方法中,使用逐个元素的分段Kriging插值(el-KI)来估计边值问题的字段变量。对于每个元素,插值函数是根据包含该元素及其相邻元素的多层结构的指定影响范围内的一组节点构造的。本文对el-KI在函数拟合问题中的准确性和收敛性进行了数值研究。在这项研究中使用了二维空间中函数的几个示例。结果表明,el-KI可以实现非常准确的功能拟合和出色的收敛性。

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