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Achieving Robustness Through Coarse Space Enrichment in the Two Level Schwarz Framework

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Part of the book series: Lecture Notes in Computational Science and Engineering ((LNCSE,volume 98))

Abstract

As many DD methods the two level Additive Schwarz method may suffer from a lack of robustness with respect to coefficient variation. This is the case in particular if the partition into is not aligned with all jumps in the coefficients. The theoretical analysis traces this lack of robustness back to the so called stable splitting property. In this work we propose to solve a generalized eigenvalue problem in each subdomain which identifies which vectors are responsible for violating the stable splitting property. These vectors are used to span the coarse space and taken care of by a direct solve while all remaining components behave well. The result is a condition number estimate for the two level method which does not depend on the number of subdomains or any jumps in the coefficients.

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References

  1. Brezina, M., Heberton, C., Mandel, J., Vaněk, P.: An iterative method with convergence rate chosen a priori. Technical report University of Colorado Denver (1999). Earlier version presented at 1998 Copper Mountain Conference on Iterative Methods, April 1998

    Google Scholar 

  2. Efendiev, Y., Galvis, J., Lazarov, R., Willems, J.: Robust domain decomposition preconditioners for abstract symmetric positive definite bilinear forms. ESAIM Math. Model. Numer. Anal. 46(05), 1175–1199 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  3. Efendiev, Y., Galvis, J., Vassilevski, P.: Multiscale spectral AMGe solvers for high-contrast flow problems. ISC-Preprint, Texas A&M University (2012)

    Google Scholar 

  4. Galvis, J., Efendiev, Y.: Domain decomposition preconditioners for multiscale flows in high-contrast media. Multiscale Model. Simul. 8(4), 1461–1483 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  5. Hecht, F.: FreeFem++. Numerical Mathematics and Scientific Computation, 3rd edn. Laboratoire J.L. Lions, Université Pierre et Marie Curie. http://www.freefem.org/ff++/ (2012)

  6. Karypis, G., Kumar, V.: METIS: A Software Package for Partitioning Unstructured Graphs, Partitioning Meshes, and Computing Fill-Reducing Orderings of Sparse Matrices. Department of Computer Science, University of Minnesota. http://glaros.dtc.umn.edu/gkhome/views/metis (1998)

  7. Spillane, N., Dolean, V., Hauret, P., Nataf, F., Pechstein, C., Scheichl, R.: Abstract robust coarse spaces for systems of PDEs via generalized eigenproblems in the overlaps. Numer. Math. 126(4), 741–770 (2014)

    Article  MATH  MathSciNet  Google Scholar 

  8. Spillane, N., Dolean, V., Hauret, P., Nataf, F., Pechstein, C., Scheichl, R.: A robust two level domain decomposition preconditioner for systems of PDEs. C. R. Math. 349(23–24), 1255–1259 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  9. Spillane, N., Dolean, V., Hauret, P., Nataf, F., Rixen, D.J.: Solving generalized eigenvalue problems on the interfaces to build a robust two-level FETI method. C.R. Math. Acad. Sci. Paris, 351(5–6), 197–201 (2013)

    Google Scholar 

  10. Spillane, N., Rixen, D.J: Automatic spectral coarse spaces for robust finite element tearing and interconnecting and balanced domain decomposition algorithms. Internat. J. Numer. Methods Engrg. 95(11), 953–990 (2013)

    Article  MathSciNet  Google Scholar 

  11. Toselli, A., Widlund, O.B.: Domain Decomposition Methods—Algorithms and Theory. Springer, Berlin (2005)

    MATH  Google Scholar 

  12. Willems, J.: Robust multilevel methods for general symmetric positive definite operators. SIAM J. Numer. Anal. 52(1), 103–124 (2014)

    Article  MATH  MathSciNet  Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Spillane, N., Dolean, V., Hauret, P., Nataf, F., Pechstein, C., Scheichl, R. (2014). Achieving Robustness Through Coarse Space Enrichment in the Two Level Schwarz Framework. In: Erhel, J., Gander, M., Halpern, L., Pichot, G., Sassi, T., Widlund, O. (eds) Domain Decomposition Methods in Science and Engineering XXI. Lecture Notes in Computational Science and Engineering, vol 98. Springer, Cham. https://doi.org/10.1007/978-3-319-05789-7_42

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