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Efficient implementation of a generalized Cholesky factorization for Symmetric Galerkin Boundary Element Methods

机译:对称Galerkin边界元方法的广义Cholesky分解的有效实现。

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摘要

In the present paper a natural extension of the Cholesky factorization, adapted to the peculiar matrix-structure of the solving system of Symmetric Galerkin Boundary Element Methods is presented. The implementation is described in some detail and preliminary timing figures are given, showing that the proposed approach is considerably faster than the Bunch-Kaufman factorization for non-definite matrices. Thread-based parallelism is exploited to show the scalability of the algorithm on moderately parallel shared memory multiprocessors.
机译:本文提出了Cholesky因式分解的自然扩展,以适应对称Galerkin边界元方法求解系统的特殊矩阵结构。详细描述了该实现,并给出了初步的时序图,表明对于非确定矩阵,该方法比Bunch-Kaufman因式分解要快得多。利用基于线程的并行性来显示算法在中等并行共享内存多处理器上的可伸缩性。

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