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arXiv 1802.01416math.NAcs.NA
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有限体积元法在扩散问题中的条件性研究:通用单纯形网格

Conditioning of Finite Volume Element Method for Diffusion Problems with General Simplicial Meshes

School of Mathematics, Jilin University(吉林大学数学学院);Department of Mathematics, The University of Kansas(堪萨斯大学数学系)

Xiang Wang, Weizhang Huang, Yonghai Li

AI总结:

本文研究了在任意单纯形网格上一般扩散方程的有限体积元法的条件性,通过分析刚度矩阵的最大奇异值与对称部分最小特征值的比值,建立了条件数的上界,并探讨了网格非均匀性对条件数的影响,同时通过数值实验验证了对角缩放对欧几里得度量下网格非均匀性的缓解作用。

摘要:

本文研究了在任意单纯形网格上一般扩散方程的有限体积元法的条件性。将条件数定义为刚度矩阵的最大奇异值与对称部分最小特征值的比值,这一定义源于广义最小残量法求解相应线性系统时的收敛率由该比值决定。通过建立最大奇异值的上界和对称部分最小特征值的下界,得到了该比值的上界。证明该上界依赖于三个因素:网格中元素的数量、以欧几里得度量衡量的网格非均匀性,以及由逆扩散矩阵指定的度量下衡量的网格非均匀性。此外,还证明了对角缩放可以有效消除由欧几里得度量下衡量的网格非均匀性带来的影响。展示了在一维、二维和三维中选取的一些例子的数值结果。

英文摘要:

The conditioning of the linear finite volume element discretization for general diffusion equations is studied on arbitrary simplicial meshes. The condition number is defined as the ratio of the maximal singular value of the stiffness matrix to the minimal eigenvalue of its symmetric part. This definition is motivated by the fact that the convergence rate of the generalized minimal residual method for the corresponding linear systems is determined by the ratio. An upper bound for the ratio is established by developing an upper bound for the maximal singular value and a lower bound for the minimal eigenvalue of the symmetric part. It is shown that the bound depends on three factors, the number of the elements in the mesh, the mesh nonuniformity measured in the Euclidean metric, and the mesh nonuniformity measured in the metric specified by the inverse diffusion matrix. It is also shown that the diagonal scaling can effectively eliminates the effects from the mesh nonuniformity measured in the Euclidean metric. Numerical results for a selection of examples in one, two, and three dimensions are presented.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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