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Integral operators on sparse grids

机译:稀疏网格上的积分算子

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摘要

In this paper we are concerned with the construction and use of wavelet approximation spaces for the fast evaluation of integral expressions. The spaces are based on biorthogonal anisotropic tensor product wavelets. We introduce sparse grid (hyperbolic cross) approximation spaces which are adapted not only to the smoothness of the kernel but also to the norm in which the error is measured. Furthermore, we introduce compression schemes for the corresponding discretizations. Numerical examples for the Laplace equation with Dirichlet boundary conditions and an additional integral term with a smooth kernel demonstrate the validity of our theoretical results. [References: 34]
机译:在本文中,我们关注小波逼近空间的构造和使用,以快速评估积分表达式。这些空间基于双正交各向异性张量积小波。我们引入了稀疏网格(双曲线交叉)近似空间,该空间不仅适合于内核的平滑度,还适合于测量误差的范数。此外,我们为相应的离散化引入了压缩方案。具有Dirichlet边界条件的Laplace方程和具有光滑核的附加积分项的数值示例证明了我们理论结果的有效性。 [参考:34]

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