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  • 标题:A Parallel Preconditioned Bi-Conjugate Gradient Stabilized Solver for the Poisson Problem
  • 本地全文:下载
  • 作者:Zhao, Ning ; Wang, Xuben
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2012
  • 卷号:7
  • 期号:12
  • 页码:3088-3095
  • DOI:10.4304/jcp.7.12.3088-3095
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:We present a parallel Preconditioned Bi-Conjugate Gradient Stabilized(BICGstab) solver for the Poisson problem. Given a real, nosymmetric and positive definite coefficient matrix , the parallized Preconditioned BICGstab -solver is able to find a solution for that system by exploiting the massive compute power of todays GPUs.Comparing sequential CPU implementations and that algorithm.we achieve a speed up from 8 to 10 depending on the dimension of the coefficient matrix. Additionally the concept of preconditioners to decrease the time to find a solution is evaluated using the AINV method.
  • 关键词:sparse matrix solver;Bi-Conjugate Gradient Stabilized;ELLPACK-R;NVIDIA CUDA;AINV precondition
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