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On the Moore-Penrose inverse in solving saddle-point systems with singular diagonal blocks

机译:关于求解具有奇异对角线块的鞍点系统的Moore-Penrose逆

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摘要

This paper deals with the role of the generalized inverses in solving saddle-point systems arising naturally in the solution of many scientific and engineering problems when finite-element tearing and interconnecting based domain decomposition methods are used to the numerical solution. It was shown that the Moore–Penrose inverse may be obtained in this case at negligible cost by projecting an arbitrary generalized inverse using orthogonal projectors. Applying an eigenvalue analysis based on the Moore–Penrose inverse, we proved that for simple model problems, the number of conjugate gradient iterations required for the solution of associate dual systems does not depend on discretization norms. The theoretical results were confirmed by numerical experiments with linear elasticity problems.
机译:当使用有限元撕裂和基于互连的区域分解方法求解数值解时,本文讨论了广义逆在求解自然产生的鞍点系统中的作用,这些鞍点系统是在解决许多科学和工程问题时自然产生的。结果表明,在这种情况下,可以通过使用正交投影仪投影任意广义逆来以微不足道的代价获得摩尔-彭罗斯逆。应用基于Moore-Penrose逆的特征值分析,我们证明了对于简单的模型问题,求解对偶对偶系统所需的共轭梯度迭代次数不依赖于离散化范数。通过线性弹性问题的数值实验证实了理论结果。

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