4.6 Article

PARAEXP: A PARALLEL INTEGRATOR FOR LINEAR INITIAL-VALUE PROBLEMS

期刊

SIAM JOURNAL ON SCIENTIFIC COMPUTING
卷 35, 期 2, 页码 C123-C142

出版社

SIAM PUBLICATIONS
DOI: 10.1137/110856137

关键词

parallelization; linear initial-value problem; rational Krylov; matrix exponential

资金

  1. Swiss National Science Foundation [200020-131826/1]
  2. Swiss National Science Foundation (SNF) [200020_131826] Funding Source: Swiss National Science Foundation (SNF)

向作者/读者索取更多资源

A novel parallel algorithm for the integration of linear initial-value problems is proposed. This algorithm is based on the simple observation that homogeneous problems can typically be integrated much faster than inhomogeneous problems. An overlapping time-domain decomposition is utilized to obtain decoupled inhomogeneous and homogeneous subproblems, and a near-optimal Krylov method is used for the fast exponential integration of the homogeneous subproblems. We present an error analysis and discuss the parallel scaling of our algorithm. The efficiency of this approach is demonstrated with numerical examples.

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