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Effective multigrid algorithms for algebraic system arising from static peridynamic systems

Authors
Jo, GwanghyunHa, Youn Doh
Issue Date
Feb-2022
Publisher
Baltzer Science Publishers B.V.
Keywords
Implicit scheme; Multigrid; Optimal scalability; Peridynamics; Preconditioner
Citation
Numerical Algorithms, v.89, no.2, pp 885 - 904
Pages
20
Indexed
SCIE
SCOPUS
Journal Title
Numerical Algorithms
Volume
89
Number
2
Start Page
885
End Page
904
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/115138
DOI
10.1007/s11075-021-01138-1
ISSN
1017-1398
1572-9265
Abstract
Peridynamics is a nonlocal continuum theory that uses integral equations with no assumption of differentiability of displacement fields. One of the advantages of implicit type schemes for peridynamic systems is that they guarantee the equilibrium of the numerical solution, regardless of existing discontinuities on displacement fields. In this work, we propose multigrid algorithms for implicit discretizations of static peridynamic systems. The considerations are emphasized on the selection of horizon parameters at coarse levels. Among some versions, the multigrid algorithms which fix the horizon size at the coarse level are shown to be most efficient. In such case, the computational complexity of a smoothing (say Jacobi or Gauss-Seidel) at coarse level decreases by 1/16 as the level decreases. To enhance the efficiency of multigrid algorithms, the interpolation operator is modified near the crack on the underlying domain so that the energy-like norm does not blow up near the crack. In the numerical experiments, we report the performance of preconditioned conjugated gradient (PCG) preconditioned by our multigrid algorithms (MG-PCG). The computational complexity of MG-PCG is O(N) where N implies the number of the unknowns. © 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
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ERICA 소프트웨어융합대학 (ERICA 수리데이터사이언스학과)
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