Journal of Computational and Applied Mathematics2022,Vol.40615.DOI:10.1016/j.cam.2021.113827

A fast parallel high-precision summation algorithm based on AccSumK

Lei, Xiaojun Gu, Tongxiang Graillat, Stef Jiang, Hao Qi, Jin
Journal of Computational and Applied Mathematics2022,Vol.40615.DOI:10.1016/j.cam.2021.113827

A fast parallel high-precision summation algorithm based on AccSumK

Lei, Xiaojun 1Gu, Tongxiang 2Graillat, Stef 3Jiang, Hao 4Qi, Jin2
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作者信息

  • 1. China Acad Engn Phys
  • 2. Inst Appl Phys & Computat Math
  • 3. Sorbonne Univ
  • 4. Natl Univ Def Technol
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Abstract

In this paper, we present a new parallel accurate algorithm called PAccSumK for computing summation of floating-point numbers. It is based on AccSumK algorithm. In the experiment, for the summation problems with large condition numbers, our algorithm outperforms the PSumK algorithm in terms of accuracy and computing time. The reason is that our algorithm is based on a more accurate algorithm called AccSumK algorithm compared to the SumL algorithm used in PSumK. The proposed parallel algorithm in this paper is designed to compute a result as if computed internally in K-fold the working precision. Numerical results are presented showing the performance and the accuracy of our new parallel algorithm for calculating summation. (c) 2021 Elsevier B.V. All rights reserved.

Key words

Parallel algorithms/Accurate summation/Higher precision/Floating-point arithmetic/FAITHFUL

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出版年

2022
Journal of Computational and Applied Mathematics

Journal of Computational and Applied Mathematics

EISCI
ISSN:0377-0427
参考文献量16
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