A multigrid perspective on the parallel full approximation scheme in space and time

被引:26
作者
Bolten, Matthias [1 ]
Moser, Dieter [2 ]
Speck, Robert
机构
[1] Univ Kassel, Dept Math, Kassel, Germany
[2] Forschungszentrum Julich, Julich Supercomp Ctr, Julich, Germany
关键词
high-performance computing; local Fourier analysis; multigrid; parallel-in-time; PFASST; DEFERRED CORRECTION METHODS; ORDINARY DIFFERENTIAL-EQUATIONS; PARABOLIC EQUATIONS; PARAREAL; ORDER; DISCRETIZATION; INTEGRATION; ALGORITHM; ODES; FLOW;
D O I
10.1002/nla.2110
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
For the numerical solution of time-dependent partial differential equations, time-parallel methods have recently been shown to provide a promising way to extend prevailing strong-scaling limits of numerical codes. One of the most complex methods in this field is the "Parallel Full Approximation Scheme in Space and Time" (PFASST). PFASST already shows promising results for many use cases and benchmarks. However, a solid and reliable mathematical foundation is still missing. We show that, under certain assumptions, the PFASST algorithm can be conveniently and rigorously described as a multigrid-in-time method. Following this equivalence, first steps towards a comprehensive analysis of PFASST using blockwise local Fourier analysis are taken. The theoretical results are applied to examples of diffusive and advective type.
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页数:24
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