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Numerical solution of two-dimensional elliptic PDEs with nonlocal boundary conditions

机译:具有非局部边界条件的二维椭圆PDE的数值解

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摘要

In the present paper, two numerical methods are analyzed for the solution of two-dimensional Poisson equation with two different types of nonlocal boundary conditions. The first numerical method is a collocation method based on Haar wavelet whereas the second numerical method is a meshless method based on different types of radial basis functions (RBFs). A two-point boundary condition and an integral boundary condition are the two types of nonlocal boundary conditions considered in the present work. For the collocation method based on Haar wavelet a new approach is formulated which involves the approximation of a fourth order mixed derivative by a Haar expansion which is integrated subsequently to get wavelet approximation of the solution. For the meshless method based on RBFs, the algorithm is implemented using two different splitting schemes (with and without shape parameter splitting) for numerical solution of the model. The comparative analysis of the meshless methods with and without shape parameter splitting scheme is performed between themselves as well as with the Haar wavelet. Accuracy and efficiency wise performance is confirmed through application of the algorithms on the benchmark tests.
机译:本文分析了两种具有两种不同类型的非局部边界条件的二维泊松方程解的数值方法。第一种数值方法是基于Haar小波的搭配方法,而第二种数值方法是基于不同类型的径向基函数(RBF)的无网格方法。两点边界条件和积分边界条件是本研究中考虑的两种非局部边界条件。对于基于Haar小波的配置方法,提出了一种新方法,该方法包括通过Haar展开近似四阶混合导数,然后对其进行积分以获得解的小波近似。对于基于RBF的无网格方法,该算法使用两种不同的拆分方案(带和不带形状参数拆分)来实现模型的数值求解。在它们之间以及与Haar小波之间,对有无形状参数分割方案的无网格方法进行了比较分析。通过在基准测试中应用算法,可以确认准确性和效率。

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