Skip to main content
Top
Published in: Journal of Scientific Computing 1/2020

01-07-2020

Two-Level Schwarz Methods for a Discontinuous Galerkin Approximation of Elliptic Problems with Jump Coefficients

Authors: Yingzhi Liu, Yinnian He

Published in: Journal of Scientific Computing | Issue 1/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

We present two-level nonoverlapping and overlapping Schwarz preconditioners for the linear algebraic system arising from the weighted symmetric interior penalty Galerkin approximation of elliptic problems with highly heterogeneous coefficients. The coarse space is constructed by the local Dirichlet-to-Neumann maps the theoretical results show that the condition number of the preconditioned system is independent of the discontinuous coefficient, the number of subdomains and the mesh size for the nonoverlapping case. For the overlapping case adding an extra assumption of coefficient distribution, the similar conclusion is also obtained. Numerical experiments validate the theoretical results and illustrate the performance and robustness of the proposed two-level methods.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Antonietti, P.F., Ayuso, B.: Schwarz domain decomposition preconditioners for discontinuous Galerkin approximations of elliptic problems: non-overlapping case. ESIAM Math. Model. Numer. Anal. 41(1), 21–54 (2005)MathSciNetMATH Antonietti, P.F., Ayuso, B.: Schwarz domain decomposition preconditioners for discontinuous Galerkin approximations of elliptic problems: non-overlapping case. ESIAM Math. Model. Numer. Anal. 41(1), 21–54 (2005)MathSciNetMATH
2.
go back to reference Antonietti, P.F., Ayuso, B.: Multiplicative Schwarz methods for discontinuous Galerkin approximations of elliptic problems. M2AN Math. Model. Numer. Anal. 42(3), 443–469 (2008)MathSciNetMATH Antonietti, P.F., Ayuso, B.: Multiplicative Schwarz methods for discontinuous Galerkin approximations of elliptic problems. M2AN Math. Model. Numer. Anal. 42(3), 443–469 (2008)MathSciNetMATH
3.
go back to reference Antonietti, P.F., Houston, P.: A class of domain decomposition preconditioners for \(hp\)-discontinuous Galerkin finite element methods. J. Sci. Comput. 46(1), 124–149 (2011)MathSciNetMATH Antonietti, P.F., Houston, P.: A class of domain decomposition preconditioners for \(hp\)-discontinuous Galerkin finite element methods. J. Sci. Comput. 46(1), 124–149 (2011)MathSciNetMATH
4.
go back to reference Antonietti, P.F., Houston, P., Smears, I.: A note on optimal spectral bounds for nonoverlapping domain decomposition preconditioners for \(hp\)-version discontinuous Galerkin methods. Int. J. Numer. Anal. Model. 13(4), 513–524 (2016)MathSciNetMATH Antonietti, P.F., Houston, P., Smears, I.: A note on optimal spectral bounds for nonoverlapping domain decomposition preconditioners for \(hp\)-version discontinuous Galerkin methods. Int. J. Numer. Anal. Model. 13(4), 513–524 (2016)MathSciNetMATH
5.
go back to reference Arnold, D.N., Brezzi, F., Cockburn, B., Marini, L.D.: Unified analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39(5), 1749–1779 (2001)MathSciNetMATH Arnold, D.N., Brezzi, F., Cockburn, B., Marini, L.D.: Unified analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39(5), 1749–1779 (2001)MathSciNetMATH
6.
go back to reference Bjørstad, P.E., Dryja, M., Vainikko, E.: Additive Schwarz methods without subdomain overlap and with new coarse spaces. In: Domain Decomposition Methods in Sciences and Engineering, pp. 141–157 (1997) Bjørstad, P.E., Dryja, M., Vainikko, E.: Additive Schwarz methods without subdomain overlap and with new coarse spaces. In: Domain Decomposition Methods in Sciences and Engineering, pp. 141–157 (1997)
7.
go back to reference Brenner, S.C.: Poincaré–Friedrichs inequalities for piecewise \(H^1\) functions. SIAM J. Numer. Anal. 41, 306–324 (2003)MathSciNetMATH Brenner, S.C.: Poincaré–Friedrichs inequalities for piecewise \(H^1\) functions. SIAM J. Numer. Anal. 41, 306–324 (2003)MathSciNetMATH
8.
go back to reference Cai, X.C., Sarkis, M.: A restricted additive Schwarz preconditioner for general sparse linear systems. Math. Sci. Fac. Publ. 21(2), 792–797 (1999)MathSciNetMATH Cai, X.C., Sarkis, M.: A restricted additive Schwarz preconditioner for general sparse linear systems. Math. Sci. Fac. Publ. 21(2), 792–797 (1999)MathSciNetMATH
9.
go back to reference Cottrell, J.A., Hughes, T.J., Bazilevs, Y.: Isogeometric Analysis: Toward Integration of CAD and FEA. Wiley, Hoboken (2009)MATH Cottrell, J.A., Hughes, T.J., Bazilevs, Y.: Isogeometric Analysis: Toward Integration of CAD and FEA. Wiley, Hoboken (2009)MATH
10.
go back to reference Dohrmann, C.R., Widlund, O.B.: An overlapping Schwarz algorithm for almost incompressible elasticity. SIAM J. Numer. Anal. 47(4), 2897–2923 (2009)MathSciNetMATH Dohrmann, C.R., Widlund, O.B.: An overlapping Schwarz algorithm for almost incompressible elasticity. SIAM J. Numer. Anal. 47(4), 2897–2923 (2009)MathSciNetMATH
11.
go back to reference Dolean, V., Nataf, F., Scheichl, R., Spillane, N.: Analysis of a two-level Schwarz method with coarse spaces based on local Dirichlet-to-Neumann maps. Comput. Methods Appl. Math. 12(4), 391–414 (2012)MathSciNetMATH Dolean, V., Nataf, F., Scheichl, R., Spillane, N.: Analysis of a two-level Schwarz method with coarse spaces based on local Dirichlet-to-Neumann maps. Comput. Methods Appl. Math. 12(4), 391–414 (2012)MathSciNetMATH
12.
go back to reference Dryja, M.: On discontinuous Galerkin methods for elliptic problems with discontinuous coefficients. Comput. Methods Appl. Math. 3(1), 76–85 (2003)MathSciNetMATH Dryja, M.: On discontinuous Galerkin methods for elliptic problems with discontinuous coefficients. Comput. Methods Appl. Math. 3(1), 76–85 (2003)MathSciNetMATH
13.
go back to reference Dryja, M., Galvis, J., Sarkis, M.: BDDC methods for discontinuous Galerkin discretization of elliptic problems. J. Complex. 23(4–6), 715–739 (2007)MathSciNetMATH Dryja, M., Galvis, J., Sarkis, M.: BDDC methods for discontinuous Galerkin discretization of elliptic problems. J. Complex. 23(4–6), 715–739 (2007)MathSciNetMATH
14.
go back to reference Dryja, M., Galvis, J., Sarkis, M.: A FETI-DP preconditioner for a composite finite element and discontinuous Galerkin method. SIAM J. Numer. Anal. 51(1), 400–422 (2013)MathSciNetMATH Dryja, M., Galvis, J., Sarkis, M.: A FETI-DP preconditioner for a composite finite element and discontinuous Galerkin method. SIAM J. Numer. Anal. 51(1), 400–422 (2013)MathSciNetMATH
15.
go back to reference Dryja, M., Galvis, J., Sarkis, M.: The analysis of a FETI-DP preconditioner for a full DG discretization of elliptic problems in two dimensions. Numer. Math. 131(4), 737–770 (2015)MathSciNetMATH Dryja, M., Galvis, J., Sarkis, M.: The analysis of a FETI-DP preconditioner for a full DG discretization of elliptic problems in two dimensions. Numer. Math. 131(4), 737–770 (2015)MathSciNetMATH
16.
go back to reference Dryja, M., Krzyżanowski, P.: A massively parallel nonoverlapping additive Schwarz method for discontinuous Galerkin discretization of elliptic problems. Numer. Math. 132(2), 1–21 (2016)MathSciNetMATH Dryja, M., Krzyżanowski, P.: A massively parallel nonoverlapping additive Schwarz method for discontinuous Galerkin discretization of elliptic problems. Numer. Math. 132(2), 1–21 (2016)MathSciNetMATH
17.
go back to reference Dryja, M., Sarkis, M.V., Widlund, O.B.: Multilevel Schwarz methods for elliptic problems with discontinuous coefficients in three dimensions. Numer. Math. 72(3), 313–348 (1996)MathSciNetMATH Dryja, M., Sarkis, M.V., Widlund, O.B.: Multilevel Schwarz methods for elliptic problems with discontinuous coefficients in three dimensions. Numer. Math. 72(3), 313–348 (1996)MathSciNetMATH
18.
go back to reference Dryja, M., Widlund, O.B.: Domain decomposition algorithms with small overlap. SIAM J. Sci. Comput. 15(3), 604–620 (1994). Iterative methods in numerical linear algebra (Copper Mountain Resort, CO, 1992) Dryja, M., Widlund, O.B.: Domain decomposition algorithms with small overlap. SIAM J. Sci. Comput. 15(3), 604–620 (1994). Iterative methods in numerical linear algebra (Copper Mountain Resort, CO, 1992)
19.
go back to reference 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(5), 1175–1199 (2012)MathSciNetMATH 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(5), 1175–1199 (2012)MathSciNetMATH
20.
go back to reference Eikeland, E., Marcinkowski, L., Rahman, T.: Adaptively enriched coarse space for the discontinuous Galerkin multiscale problems. arXiv:1706.02325 (2017) Eikeland, E., Marcinkowski, L., Rahman, T.: Adaptively enriched coarse space for the discontinuous Galerkin multiscale problems. arXiv:​1706.​02325 (2017)
21.
go back to reference Feng, X., Karakashian, O.A.: Two-level additive Schwarz methods for a discontinuous Galerkin approximation of second order elliptic problems. SIAM J. Numer. Anal. 39(4), 1343–1365 (2002)MathSciNetMATH Feng, X., Karakashian, O.A.: Two-level additive Schwarz methods for a discontinuous Galerkin approximation of second order elliptic problems. SIAM J. Numer. Anal. 39(4), 1343–1365 (2002)MathSciNetMATH
22.
go back to reference Galvis, J., Efendiev, Y.: Domain decomposition preconditioners for multiscale flows in high-contrast media. Multiscale Model. Simul. 8(4), 1461–1483 (2010)MathSciNetMATH Galvis, J., Efendiev, Y.: Domain decomposition preconditioners for multiscale flows in high-contrast media. Multiscale Model. Simul. 8(4), 1461–1483 (2010)MathSciNetMATH
23.
go back to reference Galvis, J., Efendiev, Y.: Domain decomposition preconditioners for multiscale flows in high contrast media: reduced dimension coarse spaces. Multiscale Model. Simul. 8(5), 1621–1644 (2010)MathSciNetMATH Galvis, J., Efendiev, Y.: Domain decomposition preconditioners for multiscale flows in high contrast media: reduced dimension coarse spaces. Multiscale Model. Simul. 8(5), 1621–1644 (2010)MathSciNetMATH
24.
go back to reference Graham, I.G., Lechner, P.O., Scheichl, R.: Domain decomposition for multiscale PDEs. Numer. Math. 106(4), 589–626 (2007)MathSciNetMATH Graham, I.G., Lechner, P.O., Scheichl, R.: Domain decomposition for multiscale PDEs. Numer. Math. 106(4), 589–626 (2007)MathSciNetMATH
25.
go back to reference Hofer, C.: Analysis of discontinuous Galerkin dual-primal isogeometric tearing and interconnecting methods. Math. Models Methods Appl. Sci. 28(1), 131–158 (2018)MathSciNetMATH Hofer, C.: Analysis of discontinuous Galerkin dual-primal isogeometric tearing and interconnecting methods. Math. Models Methods Appl. Sci. 28(1), 131–158 (2018)MathSciNetMATH
26.
go back to reference Hofer, C., Langer, U., Toulopoulos, I.: Discontinuous Galerkin isogeometric analysis of elliptic diffusion problems on segmentations with gaps. SIAM J. Sci. Comput. 38(6), A3430–A3460 (2016)MathSciNetMATH Hofer, C., Langer, U., Toulopoulos, I.: Discontinuous Galerkin isogeometric analysis of elliptic diffusion problems on segmentations with gaps. SIAM J. Sci. Comput. 38(6), A3430–A3460 (2016)MathSciNetMATH
27.
go back to reference Kim, H.H., Chung, E., Wang, J.: BDDC and FETI-DP preconditioners with adaptive coarse spaces for three-dimensional elliptic problems with oscillatory and high contrast coefficients. J. Comput. Phys. 349, 191–214 (2017)MathSciNetMATH Kim, H.H., Chung, E., Wang, J.: BDDC and FETI-DP preconditioners with adaptive coarse spaces for three-dimensional elliptic problems with oscillatory and high contrast coefficients. J. Comput. Phys. 349, 191–214 (2017)MathSciNetMATH
28.
go back to reference Kim, H.H., Chung, E.T.: A BDDC algorithm with enriched coarse spaces for two-dimensional elliptic problems with oscillatory and high contrast coefficients. Multiscale Model. Simul. 13(2), 571–593 (2015)MathSciNetMATH Kim, H.H., Chung, E.T.: A BDDC algorithm with enriched coarse spaces for two-dimensional elliptic problems with oscillatory and high contrast coefficients. Multiscale Model. Simul. 13(2), 571–593 (2015)MathSciNetMATH
29.
go back to reference Klawonn, A., Kühn, M., Rheinbach, O.: Adaptive coarse spaces for FETI-DP in three dimensions. SIAM J. Sci. Comput. 38(5), A2880–A2911 (2016)MathSciNetMATH Klawonn, A., Kühn, M., Rheinbach, O.: Adaptive coarse spaces for FETI-DP in three dimensions. SIAM J. Sci. Comput. 38(5), A2880–A2911 (2016)MathSciNetMATH
30.
go back to reference Klawonn, A., Radtke, P., Rheinbach, O.: FETI-DP methods with an adaptive coarse space. SIAM J. Numer. Anal. 53(1), 297–320 (2015)MathSciNetMATH Klawonn, A., Radtke, P., Rheinbach, O.: FETI-DP methods with an adaptive coarse space. SIAM J. Numer. Anal. 53(1), 297–320 (2015)MathSciNetMATH
31.
go back to reference Langer, U., Toulopoulos, I.: Analysis of multipatch discontinuous Galerkin IgA approximations to elliptic boundary value problems. Comput. Vis. Sci. 17(5), 217–233 (2015)MathSciNetMATH Langer, U., Toulopoulos, I.: Analysis of multipatch discontinuous Galerkin IgA approximations to elliptic boundary value problems. Comput. Vis. Sci. 17(5), 217–233 (2015)MathSciNetMATH
32.
go back to reference Mathew, T.P.A.: Domain Decomposition Methods for the Numerical Solution of Partial Differential Equations. Springer, Berlin (2008)MATH Mathew, T.P.A.: Domain Decomposition Methods for the Numerical Solution of Partial Differential Equations. Springer, Berlin (2008)MATH
33.
go back to reference Nataf, F., Xiang, H., Dolean, V.: A two level domain decomposition preconditioner based on local Dirichlet-to-Neumann maps. C. R. Mathématique 348(21), 1163–1167 (2010)MathSciNetMATH Nataf, F., Xiang, H., Dolean, V.: A two level domain decomposition preconditioner based on local Dirichlet-to-Neumann maps. C. R. Mathématique 348(21), 1163–1167 (2010)MathSciNetMATH
34.
go back to reference Nataf, F., Xiang, H., Dolean, V., Spillane, N.: A coarse space construction based on local Dirichlet-to-Neumann maps. SIAM J. Sci. Comput. 33, 1623–1642 (2011)MathSciNetMATH Nataf, F., Xiang, H., Dolean, V., Spillane, N.: A coarse space construction based on local Dirichlet-to-Neumann maps. SIAM J. Sci. Comput. 33, 1623–1642 (2011)MathSciNetMATH
35.
go back to reference Oh, D.S., Widlund, O.B., Zampini, S., Dohrmann, C.R.: BDDC algorithms with deluxe scaling and adaptive selection of primal constraints for Raviart–Thomas vector fields. Math. Comput. 87(310), 659–692 (2018)MathSciNetMATH Oh, D.S., Widlund, O.B., Zampini, S., Dohrmann, C.R.: BDDC algorithms with deluxe scaling and adaptive selection of primal constraints for Raviart–Thomas vector fields. Math. Comput. 87(310), 659–692 (2018)MathSciNetMATH
36.
go back to reference Pechstein, C., Scheichl, R.: Scaling up through domain decomposition. Appl. Anal. 88(10–11), 1589–1608 (2009)MathSciNetMATH Pechstein, C., Scheichl, R.: Scaling up through domain decomposition. Appl. Anal. 88(10–11), 1589–1608 (2009)MathSciNetMATH
37.
go back to reference Pechstein, C., Scheichl, R.: Weighted Poincaré inequalities. IMA J. Numer. Anal. 33(2), 652–686 (2013)MathSciNetMATH Pechstein, C., Scheichl, R.: Weighted Poincaré inequalities. IMA J. Numer. Anal. 33(2), 652–686 (2013)MathSciNetMATH
38.
go back to reference Qin, L., Xu, X.: On a parallel Robin-type nonoverlapping domain decomposition method. SIAM J. Numer. Anal. 44(6), 2539–2558 (2006)MathSciNetMATH Qin, L., Xu, X.: On a parallel Robin-type nonoverlapping domain decomposition method. SIAM J. Numer. Anal. 44(6), 2539–2558 (2006)MathSciNetMATH
39.
go back to reference Quarteroni, A., Valli, A.: Domain Decomposition Methods for Partial Differential Equations. Oxford University Press, Oxford (1999)MATH Quarteroni, A., Valli, A.: Domain Decomposition Methods for Partial Differential Equations. Oxford University Press, Oxford (1999)MATH
40.
go back to reference Rivière, B.: Discontinuous Galerkin Methods for Solving Elliptic and Parabolic Equations: Theory and Implementation. SIAM, New Delhi (2008)MATH Rivière, B.: Discontinuous Galerkin Methods for Solving Elliptic and Parabolic Equations: Theory and Implementation. SIAM, New Delhi (2008)MATH
41.
go back to reference Scheichl, R., Vainikko, E.: Additive Schwarz with aggregation-based coarsening for elliptic problems with highly variable coefficients. Computing 80(4), 319–343 (2007)MathSciNetMATH Scheichl, R., Vainikko, E.: Additive Schwarz with aggregation-based coarsening for elliptic problems with highly variable coefficients. Computing 80(4), 319–343 (2007)MathSciNetMATH
42.
go back to reference Scheichl, R., Vassilevski, P.S., Zikatanov, L.T.: Multilevel methods for elliptic problems with highly varying coefficients on nonaligned coarse grids. SIAM J. Numer. Anal. 50(3), 1675–1694 (2012)MathSciNetMATH Scheichl, R., Vassilevski, P.S., Zikatanov, L.T.: Multilevel methods for elliptic problems with highly varying coefficients on nonaligned coarse grids. SIAM J. Numer. Anal. 50(3), 1675–1694 (2012)MathSciNetMATH
43.
go back to reference Smith, B., Bjørstad, P.E., Gropp, W.: Domain Decomposition: Parallel Multilevel Methods for Elliptic Partial Differential Equations. Cambridge University Press, Cambridge (1996)MATH Smith, B., Bjørstad, P.E., Gropp, W.: Domain Decomposition: Parallel Multilevel Methods for Elliptic Partial Differential Equations. Cambridge University Press, Cambridge (1996)MATH
44.
go back to reference 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)MathSciNetMATH 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)MathSciNetMATH
45.
go back to reference Toselli, A., Widlund, O.: Domain Decomposition Methods-Algorithms and Theory. Springer, Berlin, Heidelberg (2005)MATH Toselli, A., Widlund, O.: Domain Decomposition Methods-Algorithms and Theory. Springer, Berlin, Heidelberg (2005)MATH
46.
go back to reference Victorita, D., Jolivet, P., Nataf, F.: An Introduction to Domain Decomposition Methods: Algorithms, Theory and Parallel Implementation. SIAM, New Delhi (2015)MATH Victorita, D., Jolivet, P., Nataf, F.: An Introduction to Domain Decomposition Methods: Algorithms, Theory and Parallel Implementation. SIAM, New Delhi (2015)MATH
47.
go back to reference Warburton, T., Hesthaven, J.S.: On the constants in \(hp\)-finite element trace inverse inequalities. Comput. Methods Appl. Mech. Eng. 192(25), 2765–2773 (2003)MathSciNetMATH Warburton, T., Hesthaven, J.S.: On the constants in \(hp\)-finite element trace inverse inequalities. Comput. Methods Appl. Mech. Eng. 192(25), 2765–2773 (2003)MathSciNetMATH
48.
go back to reference Willems, J.: Robust multilevel methods for general symmetric positive definite operators. SIAM J. Numer. Anal. 52(1), 103–124 (2014)MathSciNetMATH Willems, J.: Robust multilevel methods for general symmetric positive definite operators. SIAM J. Numer. Anal. 52(1), 103–124 (2014)MathSciNetMATH
Metadata
Title
Two-Level Schwarz Methods for a Discontinuous Galerkin Approximation of Elliptic Problems with Jump Coefficients
Authors
Yingzhi Liu
Yinnian He
Publication date
01-07-2020
Publisher
Springer US
Published in
Journal of Scientific Computing / Issue 1/2020
Print ISSN: 0885-7474
Electronic ISSN: 1573-7691
DOI
https://doi.org/10.1007/s10915-020-01257-2

Other articles of this Issue 1/2020

Journal of Scientific Computing 1/2020 Go to the issue

Premium Partner