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首页> 外文期刊>Zeitschrift fur Angewandte Mathematik und Mechanik >A Parallel algorithm for the Symmetric Eigenvalue Problem
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A Parallel algorithm for the Symmetric Eigenvalue Problem

机译:对称特征值问题的并行算法

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摘要

We present a parallel divide-and-conquer algorithm for the symmetric tridiagonal eigenvalue problem implemented on a transputer network. It is based on a serial algorithm already presented by Bini & Pan, whose main features are: ⅰ) the insensitivity to how tightly eigenvalues are clustered and ⅱ) the computation of the eigenvalues independently of the eigenvectors. Our proposed algorithm is faster than the original one even running on a single transputer and it guarantees more accuracy in the computation of the eigenvalues. The parallel divide-and-conquer approach is known to be problem dependent. This important issue is studied in order to foresee the behavior of a parallel computation for a generic matrix. For this purpose we use the definition of efficacy of a parallel algorithm.
机译:我们针对在晶片机网络上实现的对称三对角特征值问题提出了一种并行的分治算法。它基于Bini&Pan已经提出的串行算法,其主要特征是:ⅰ)对特征值的紧密聚集不敏感,以及ⅱ)独立于特征向量的特征值的计算。即使是在单个晶片机上运行,​​我们提出的算法也比原始算法更快,并且它保证了特征值计算的准确性。众所周知,并行的“分而治之”方法依赖于问题。研究此重要问题是为了预见通用矩阵的并行计算的行为。为此,我们使用并行算法功效的定义。

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