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Accuracy Improvement of the Shifted Block BiCGGR Method for Linear Systems with Multiple Shifts and Multiple Right-Hand Sides

机译:多档和多右侧线性系统移动块BICGGR方法的准确性改进

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We consider solving linear systems with multiple shifts and multiple right-hand sides. In order to solve these linear systems efficiently, we develop the Shifted Block BiCGGR method. This method is based on the shift-invariance property of Block Krylov subspaces. Using this property, the Shifted systems can be solved in the process of solving the Seed system without matrix-vector multiplications. The Shifted Block BiCGGR method can generate high accuracy approximate solutions of the Seed system. However, the accuracy of the approximate solutions of the Shifted systems may deteriorate due to the error of the matrix multiplications appearing in the algorithm. In this paper, we improve the accuracy of the approximate solutions of the Shifted systems generated by the Shifted Block BiCGGR method.
机译:我们考虑用多个班次和多个右侧求解线性系统。为了有效地解决这些线性系统,我们开发了移位块BICGGR方法。此方法基于Block Krylov子空间的Shift-Invariance属性。使用此属性,可以在求解无矩阵矢量乘法的种子系统的过程中解决移动系统。移位块BICGGR方法可以产生种子系统的高精度近似解。然而,由于算法中出现的矩阵乘法的误差,移位系统的近似解的准确性可能会恶化。在本文中,我们提高了移动块BICGGR方法产生的移位系统的近似解的准确性。

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