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Threshold Ordering for Preconditioning Nonsymmetric Problems

机译:预处理非对称问题的阈值排序

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摘要

The effect of a threshold variant TPABLO of the permutation (and partitioning) algorithm PABLO on the performance of certain preconditionings is explored. The goal of these permutations is to produce matrices with dense diagonal blocks, and in the threshold variant, with large entries in the diagonal blocks. Experiments are reported using matrices arising from the discretization of elliptic partial differential equations. The iterative solvers used are GMRES, QMR, BiCGStab and CGNR. The preconditioners are different incomplete factorizations. it is shown that preprocessing the matrices with TPABLO has a positive effect on the overall performance, resulting in better convergence rates for highly nonsymmetric problems.
机译:探索了置换(和划分)算法PABLO的阈值变量TPABLO对某些预处理条件的影响。这些置换的目的是产生具有密集对角线块的矩阵,并且在阈值变量中产生对角线块中的条目较大的矩阵。使用椭圆偏微分方程离散化产生的矩阵报告了实验。所使用的迭代求解器是GMRES,QMR,BiCGStab和CGNR。前置条件是不同的不完全分解。结果表明,使用TPABLO预处理矩阵对整体性能有积极影响,从而为高度非对称问题带来了更高的收敛速度。

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