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A substructuring preconditioner with vertex-related interface solvers for elliptic-type equations in three dimensions

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Abstract

In this paper, we propose a variant of the substructuring preconditioner for solving three-dimensional elliptic-type equations with strongly discontinuous coefficients. In the proposed preconditioner, we use the simplest coarse solver associated with the finite element space induced by the coarse partition and construct inexact interface solvers based on overlapping domain decomposition with small overlaps. This new preconditioner has an important merit: its construction and efficiency do not depend on the concrete form of the considered elliptic-type equations. We apply the proposed preconditioner to solve the linear elasticity problems and Maxwell’s equations in three dimensions. Numerical results show that the convergence rate of PCG method with the preconditioner is nearly optimal, and also robust with respect to the (possibly large) jumps of the coefficients in the considered equations.

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References

  1. Bramble, J., Pasciak, J., Schatz, A.: The construction of preconditioners for elliptic problems by substructuring, IV. Math. Comp. 53, 1–24 (1989)

    MathSciNet  MATH  Google Scholar 

  2. Brenner, S., Sung, L.: BDDC And FETI-DP without matrices or vectors. Comput. Methods Appl. Mech. Engrg. 196, 1429–1435 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  3. Cai, M., Pavarino, L. F., Widlund, O. B.: Overlapping Schwarz methods with a standard coarse space for almost incompressible elasticity. SIAM J. Sci. Comput. 37(2), 811–830 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  4. Cai, X.: An additive Schwarz algorithms for parabolic convection-diffusion equation. Numer. Math. 601991(1), 41–61 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  5. Cai, X.: The use of pointwise interpolation in domain decomposition methods with nonnested meshes. SIAM J. Sci. Comput. 16, 250–256 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  6. Cai, X., Sarkis, M.: A restricted additive Schwarz preconditioner for general sparse linear system. SIAM J. Sci. Comput., 21(2), 792–797 (1999). Springer-Verlag, Berlin, Heidelberg, New York, 2008. Third edition

    Article  MathSciNet  MATH  Google Scholar 

  7. Cessenat, M.: Mathematical Methods in Electromagnetism. World Scientific, River Edge (1998)

    MATH  Google Scholar 

  8. Chan, T., Zou, J.: Additive Schwarz domain decomposition methods for elliptic problems on unstructured meshes. Numer. Algorithm. 8, 329–346 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  9. Chan, T., Smith, B., Zou, J.: Overlapping Schwarz methods on unstructured meshes using non-matching coarse grids. Numer. Math. 73(2), 149–167 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  10. Chen, X., Hu, Q.: Inexact solvers for saddle-point system arising from domain decomposition of linear elatcity problems in three dimensions. Int. J. Numer. Anal. Model. 8(1), p156–173 (2011)

    Google Scholar 

  11. Chung, E., Kim, H., Widlund, O.: Two-level overlapping Schwarz algorithms for a staggered discontinuous Galerkin Method. SIAM J. Numer. Anal. 51(1), 47–67 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  12. Dohrmann, C.: A preconditioner for substructuring based on constrained energy minimization. SIAM J. Sci. Comput. 25(1), 246–258 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  13. Dohrmann, C., Widlund, O.: An iterative substructuring algorithm for two-dimensional problems in H(curl). SIAM J. Numer. Anal. 50(3), 1004–1028 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  14. Dohrmann, C., Widlund, O.: A BDDC Algorithm with Deluxe Scaling for Three-Dimensional H(curl) Problems, Comm. Pure Appl Math. https://doi.org/10.1002/cpa.21574 (2015)

  15. Dryja, M., Galvis, J., Sarkis, M.: BDDC Methods for discontinuous Galerkin discretization of elliptic problems. J. Complexity 23, 715–739 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  16. Dryja, M., Smith, F., Widlund, O.: Schwarz analysis of iterative substructuring algorithms for elliptic problems in three dimensions. SIAM J. Numer. Anal. 31(6), 1662–1694 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  17. Dryja, M., Widlund, O. B.: Domain decomposition algorithms with small overlap. SIAM J. Sci. Comput. 15, 604–620 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  18. Dryja, M., Widlund, O.: Schwarz methods of Neumann-Neumann type for three- dimensional elliptic finite element problems. Comm. Pure Appl. Math. 48, 121–155 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  19. Dubois, O., Gander, M.: Optimized Schwarz methods for a diffusion problem with discontinuous coefficient, to appear in Numerical Algorithms

  20. Farhat, C., Roux, F.: A method of finite element tearing and interconnecting and its parallel solution algorithm, Internat. J. Numer. Methods Eng. 32, 1205–1227 (1991)

    Article  MATH  Google Scholar 

  21. Farhat, C., Lesoinne, M., Pierson, K.: A scalable dual-primal domain decomposition method. Numer. Linear Algebra Appl. 7, 687–714 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  22. Farhat, C., Mandel, J., Roux, F.: Optimal convergence properties of the FETI domain decomposition method. Comput. Methods. Appl. Mech. Eng. 115, 365–388 (1994)

    Article  MathSciNet  Google Scholar 

  23. Frommer, A., Szyld, D.: An algebraic convergence theory for restricted additive Schwarz methods using weighted max norms. SIAM J. Numer. Anal. 39, 463–479 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  24. Gander, M.: Optimized Schwarz Methods. SIAM J. Numer. Anal. 44(2), 699–731 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  25. Gander, M., Kwok, F.: Best Robin parameters for optimized Schwarz methods at cross points. SIAM J. Sci. Comput. 34, 1849–1879 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  26. Geuzaine, C., Remacle, J. -F.: Gmsh: A 3-D finite element mesh generator with built-in pre- and post-processing facilities[J]. Int. J. Numer. Methods Eng. 79 (11), 1309–1331 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  27. Hiptmair, R.: Finite elements in computational electromagnetism. Acta Numer. 11, 237–339 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  28. Hu, Q., Shi, Z., Yu, D.: Efficient solvers for saddle-point problems arising from domain decompositions with Lagrange multipliers. SIAM J. Numer. Anal. 42 (3), 905–933 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  29. Hu, Q.: A regularized domain decomposition method with lagrange multiplier. Adv. Comput. Math. 26(4), 367–401 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  30. Hu, Q., Shu, S., Wang, J.: Nonoverlapping domain decomposition methods with a simple coarse space for elliptic problems. Math. Comput. 79(272), 2059–2078 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  31. Hu, Q., Shu, S., Zou, J.: A substructuring preconditioner of three-dimensional Maxwell’s equations. In: Bank, R., Holst, M., Widlund, O., Xu, J. (eds.) Domain Decomposition Methods in Science and Engineering XX (No. 91 in Lecture Notes in Computational Science and Engineering). Proceedings of the Twentieth International Conference on Domain Decomposition Methods, held at the University of California at San Diego, CA, February 9-13, 2011, pp. 73–84. Springer, Heidelberg-Berlin (2013)

  32. Hu, Q., Zou, J.: A nonoverlapping domain decomposition method for Maxwells equations in three dimensions. SIAM J. Numer. Anal. 41(5), 1682–1708 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  33. Hu, Q., Zou, J.: Substructuring preconditioners for saddle-point problems arising from Maxwells equations in three dimensions. Math. Comp. 73(245), 35–61 (2004). (electronic)

    Article  MathSciNet  MATH  Google Scholar 

  34. Jones, P.W.: Quasiconformal mappings and extendability of functions in Sobolev space. Acta Math. 147(1–2), 71–88 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  35. Karypis, G.: METIS a Software Package for Partitioning Unstructured Graphs, Partitioning Meshes, and Computing Fill-Reducing Orderings of Sparse Matrices Version 5.1.0. University of Minnesota, Department of Computer Science and Engineering, Minneapolis, MN (2013)

  36. Klawonn, A., Widlund, O. B.: A domain decomposition method with Lagrange multipliers and A inexact solvers for linear elasticity. SIAM J. Sci Comput. 22, 1199–1219 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  37. Klawonn, A., Widlund, O., Dryja, M.: Dual-primal FETI methods for three-dimensional elliptic problems with Heterogeneous coefficients. SIAM J. Numer. Anal. 40, 159–179 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  38. Klawonn, A., Rheinbach, O., Widlund, O. B.: An analysis of a FETI-DP algorithm on irregular subdomains in the plane. SIAM J. Numer. Anal. 46, 2484–2504 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  39. Kim, H., Tu, X.: A three-level BDDC algorithm for mortar discretizations. SIAM J. Numer. Anal. 47, 1576–1600 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  40. Li, J., Widlund, O.: FETI-DP,BDDC,andblockCholeskymethods. Internat. J. Numer. Methods Eng. 66(2), 250C271 (2006). https://doi.org/10.1002/nme.1553

    Article  Google Scholar 

  41. Li, J., Widlund, O.: On the use of inexact subdomain solvers for BDDC algorithms. Comput. Methods Appl. Mech. Eng. 196, 1415–1428 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  42. Mandel, J., Brezina, M.: Balancing domain decomposition for problems with large jumps in coefficients. Math. Comput. 65, 1387–1401 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  43. Mandel, J., Dohrmann, C.: Convergence of a balancing domain decomposition by constraints and energy minimization, Numer Linear Algebra Appl. (2003)

  44. Mandel, J., Dohrmann, C., Tezaur, R.: An algebraic theory for primal and dual substructuring methods by constraints. Appl. Numer Math. 54, 167–193 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  45. Monk, P.: Finite element methods for maxwells equations. Oxford University Press, Oxford (2003)

    Book  MATH  Google Scholar 

  46. Nécas, J.: Les méthodes directes en théOrie des équations elliptiques. Academia, Prague (1967)

    MATH  Google Scholar 

  47. Si, H.: TetGen, A Quality Tetrahedral Mesh Generator and 3D Delaunay Triangulator, Version 1.5.

  48. Smith, B.: An optimal domain decomposition preconditioner for the finite element solution of linear elasticity problems. SIAM J. Sci. Stat. Comput. 13(1), 364–378 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  49. Toselli, A.: Overlapping Schwarz methods for Maxwells equations in three dimensions. Numer. Math. 86, 733–752 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  50. Toselli, A.: Dual-primal FETI algorithms for edge finite element approximations in 3D. IMA J. Numer. Anal. 26, 96–130 (2006)

    Article  MathSciNet  MATH  Google Scholar 

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

    Book  MATH  Google Scholar 

  52. Veiga, L., Cho, D., Pavarino, L., Scacchi, S.: Overlapping Schwarz methods for Isogeometric analysis. SIAM J. Numer. Anal. 50, 1394–1416 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  53. Veiga, L., Pavarino, L., Scacchi, S., Widlund, O., Zampini, S.: Isogeometric BDDC preconditioners with deluxe scaling. SIAM J. Sci. Comput. 36 (3), 1118–1139 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  54. Xu, J., Zhu, Y.: Uniform convergent multigrid methods for elliptic problems with strongly discontinuous coefficients. M3AS 18, 77–105 (2008)

    MathSciNet  MATH  Google Scholar 

  55. Xu, J., Zou, J.: Some non-overlapping domain decomposition methods, SIAM Review, 24 (1998)

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Correspondence to Qiya Hu or Shaoliang Hu.

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Communicated by: Jan Hesthaven

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This work was funded by Natural Science Foundation of China G11571352.

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Hu, Q., Hu, S. A substructuring preconditioner with vertex-related interface solvers for elliptic-type equations in three dimensions. Adv Comput Math 45, 1129–1161 (2019). https://doi.org/10.1007/s10444-018-9648-y

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  • DOI: https://doi.org/10.1007/s10444-018-9648-y

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