Algebraic Domain Decomposition Methods for Highly Heterogeneous Problems

نویسندگان

  • Pascal Havé
  • Roland Masson
  • Frédéric Nataf
  • Mikolaj Szydlarski
  • Hua Xiang
  • Tao Zhao
چکیده

We consider the solving of linear systems arising from porous media flow simulations with high heterogeneities. Using a Newton algorithm to handle the non-linearity leads to the solving of a sequence of linear systems with different but similar matrices and right hand sides. The parallel solver is a Schwarz domain decomposition method. The unknowns are partitioned with a criterion based on the entries of the input matrix. This leads to substantial gains compared to a partition based only on the adjacency graph of the matrix. From the information generated during the solving of the first linear system, it is possible to build a coarse space for a two-level domain decomposition algorithm that leads to an acceleration of the convergence of the subsequent linear systems. We compare two coarse spaces: a classical approach and a new one adapted to parallel implementation.

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عنوان ژورنال:
  • SIAM J. Scientific Computing

دوره 35  شماره 

صفحات  -

تاریخ انتشار 2013