The block WZ factorization
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摘要
In the paper the author presents a novel kind of the WZ factorization algorithm, namely a block WZ factorization algorithm. The aim of this new algorithm is to utilize the computational power of contemporary computers with hierarchical memory. In the paper, some properties of the matrix Z are given and analyzed. Next, a version of the block WZ factorization is presented. The author shows that such a block WZ factorization exists for strictly diagonally dominant matrices. The computational cost of this block algorithm is presented. The time and the accuracy of proposed block WZ factorization algorithm for random dense square diagonally dominant matrices are reported. The block algorithm turned out to be faster even up to 300 times than the original WZ factorization.
论文关键词:WZ factorization,Block algorithm,Solution of linear systems,Quadrant interlocking factorization,Memory hierarchy
论文评审过程:Received 30 September 2016, Revised 4 August 2017, Accepted 1 October 2017, Available online 12 October 2017, Version of Record 6 November 2017.
论文官网地址:https://doi.org/10.1016/j.cam.2017.10.004