Direct solvers

Iain S. Duff
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Abstract

We first discuss algorithms and software for the solution of full linear systems. In particular, we discuss work which aims to capitalize on recent advances in machine architectures while at the same time maintaining portability through the use of computational kernels. We then examine how this can be extended to the sparse case and consider several approaches for the direct solution of sparse linear equations including general methods based on Markowitz pivoting, frontal methods, and multifrontal methods.

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直接求解器
我们首先讨论了求解全线性系统的算法和软件。特别是,我们讨论了旨在利用机器架构的最新进展,同时通过使用计算内核来保持可移植性的工作。然后,我们研究了如何将其扩展到稀疏情况,并考虑了几种直接求解稀疏线性方程的方法,包括基于Markowitz枢轴的一般方法、前沿方法和多前沿方法。
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