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Schwarz domain decomposition preconditioners for discontinuous Galerkin approximationsof elliptic problems: non-overlapping case

Published online by Cambridge University Press:  26 April 2007

Paola F. Antonietti
Affiliation:
Dipartimento di Matematica, Università di Pavia, via Ferrata 1, 27100 Pavia, Italy. [email protected]
Blanca Ayuso
Affiliation:
Istituto di Matematica Applicata e Tecnologie Informatiche, CNR, via Ferrata 1, 27100 Pavia, Italy. [email protected]
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Abstract


We propose and study some new additive, two-level non-overlapping Schwarz preconditioners for the solution of the algebraic linear systems arising from a wide class of discontinuous Galerkin approximations of elliptic problems that have been proposed up to now. In particular, two-level methods for both symmetric and non-symmetric schemes are introduced and some interesting features, which have no analog in the conforming case, are discussed.Both the construction and analysis of the proposed domain decomposition methods are presented in a unified framework. For symmetric schemes, it is shown that the condition number of the preconditioned system is of order O(H/h), where H and h are the mesh sizes of the coarse and fine grids respectively, which are assumed to be nested. For non-symmetric schemes, we show by numerical computations that the Eisenstat et al. [SIAM J. Numer. Anal.20 (1983) 345–357] GMRES convergence theory, generally used in the analysis of Schwarz methods for non-symmetric problems, cannot be applied even if the numerical results show that the GMRES applied to the preconditioned systems converges in a finite number of steps and the proposed preconditioners seem to be scalable.Extensive numerical experiments to validate our theory and to illustrate the performance and robustness of the proposed two-level methods are presented.


Type
Research Article
Copyright
© EDP Sciences, SMAI, 2007

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References

R.A. Adams, Sobolev spaces. Academic Press [A subsidiary of Harcourt Brace Jovanovich, Publishers], New York-London, Pure and Applied Mathematics, Vol. 65 (1975).
Antonietti, P.F., Buffa, A. and Perugia, I., Discontinuous Galerkin approximation of the Laplace eigenproblem. Comput. Methods Appl. Mech. Engrg. 195 (2006) 34833503. CrossRef
Arnold, D.N., An interior penalty finite element method with discontinuous elements. SIAM J. Numer. Anal. 19 (1982) 742760. CrossRef
D.N. Arnold, F. Brezzi, B. Cockburn and L.D. Marini, Unified analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39 (2001/02) 1749–1779 (electronic).
Babuška, I. and Zlámal, M., Nonconforming elements in the finite element method with penalty. SIAM J. Numer. Anal. 10 (1973) 863875. CrossRef
Bassi, F. and Rebay, S., A high-order accurate discontinuous finite element method for the numerical solution of the compressible Navier-Stokes equations. J. Comput. Phys. 131 (1997) 267279. CrossRef
F. Bassi, S. Rebay, G. Mariotti, S. Pedinotti and M. Savini, A high-order accurate discontinuous finite element method for inviscid and viscous turbomachinery flows, in Proceedings of the 2nd European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, R. Decuypere and G. Dibelius Eds., Antwerpen, Belgium (1997) 99–108, Technologisch Instituut.
Baumann, C.E. and Oden, J.T., A discontinuous hp finite element method for convection-diffusion problems. Comput. Methods Appl. Mech. Engrg. 175 (1999) 311341. CrossRef
Brenner, S.C., Poincaré-Friedrichs inequalities for piecewise H 1 functions. SIAM J. Numer. Anal. 41 (2003) 306324 (electronic). CrossRef
Brenner, S.C. and Wang, K., Two-level additive Schwarz preconditioners for C 0 interior penalty methods. Numer. Math. 102 (2005) 231255. CrossRef
Brezzi, F., Manzini, G., Marini, D., Pietra, P. and Russo, A., Discontinuous Galerkin approximations for elliptic problems. Numer. Methods Partial Differ. Equ. 16 (2000) 365378. 3.0.CO;2-Y>CrossRef
Brezzi, F., Marini, L.D. and Süli, E., Discontinuous Galerkin methods for first-order hyperbolic problems. Math. Models Methods Appl. Sci. 14 (2004) 18931903. CrossRef
Cai, X.-C. and Widlund, O.B., Domain decomposition algorithms for indefinite elliptic problems. SIAM J. Sci. Statist. Comput. 13 (1992) 243258. CrossRef
P.E. Castillo, Local Discontinuous Galerkin methods for convection-diffusion and elliptic problems. Ph.D. thesis, University of Minnesota, Minneapolis (2001).
Castillo, P., Cockburn, B., Perugia, I. and Schötzau, D., An a priori error analysis of the local discontinuous Galerkin method for elliptic problems. SIAM J. Numer. Anal. 38 (2000) 16761706 (electronic). CrossRef
P.G. Ciarlet, The finite element method for elliptic problems. North-Holland Publishing Co., Amsterdam, Studies in Mathematics and its Applications, Vol. 4 (1978).
B. Cockburn, Discontinuous Galerkin methods for convection-dominated problems, in High-order methods for computational physics, Springer, Berlin, Lect. Notes Comput. Sci. Eng. 9 (1999) 69–224. CrossRef
Cockburn, B. and Shu, C.-W., The local discontinuous Galerkin method for time-dependent convection-diffusion systems. SIAM J. Numer. Anal. 35 (1998) 24402463 (electronic). CrossRef
B. Cockburn, G.E. Karniadakis, and C.-W. Shu. The development of discontinuous Galerkin methods, in Discontinuous Galerkin methods (Newport, RI, 1999), Springer, Berlin, Lect. Notes Comput. Sci. Eng. 11 (2000) 3–50. CrossRef
Dawson, C., Sun, S. and Wheeler, M.F., Compatible algorithms for coupled flow and transport. Comput. Methods Appl. Mech. Engrg. 193 (2004) 25652580. CrossRef
J. Douglas, Jr., and T. Dupont. Interior penalty procedures for elliptic and parabolic Galerkin methods, in Computing methods in applied sciences (Second Internat. Sympos., Versailles, 1975), Springer, Berlin, Lect. Notes Phys. 58 (1976) 207–216. CrossRef
Eisenstat, S.C., Elman, H.C. and Schultz, M.H., Variational iterative methods for nonsymmetric systems of linear equations. SIAM J. Numer. Anal. 20 (1983) 345357. CrossRef
Feng, X. and Karakashian, O.A., Two-level additive Schwarz methods for a discontinuous Galerkin approximation of second order elliptic problems. SIAM J. Numer. Anal. 39 (2001) 13431365 (electronic). CrossRef
X. Feng and O.A. Karakashian, Analysis of two-level overlapping additive Schwarz preconditioners for a discontinuous Galerkin method. In Domain decomposition methods in science and engineering (Lyon, 2000), Theory Eng. Appl. Comput. Methods, Internat. Center Numer. Methods Eng. (CIMNE), Barcelona (2002) 237–245.
G.H. Golub and C.F. Van Loan, Matrix computations. Johns Hopkins Studies in the Mathematical Sciences, Johns Hopkins University Press, Baltimore, MD, third edition (1996).
J. Gopalakrishnan and G. Kanschat. Application of unified DG analysis to preconditioning DG methods, in Computational Fluid and Solid Mechanics 2003, K.J. Bathe Ed., Elsevier (2003) 1943–1945.
Gopalakrishnan, J. and Kanschat, G., A multilevel discontinuous Galerkin method. Numer. Math. 95 (2003) 527550. CrossRef
Heinrich, B. and Pietsch, K., Nitsche type mortaring for some elliptic problem with corner singularities. Computing 68 (2002) 217238. CrossRef
Houston, P. and Süli, E., hp-adaptive discontinuous Galerkin finite element methods for first-order hyperbolic problems. SIAM J. Sci. Comput. 23 (2001) 12261252 (electronic). CrossRef
Lasser, C. and Toselli, A., An overlapping domain decomposition preconditioner for a class of discontinuous Galerkin approximations of advection-diffusion problems. Math. Comp. 72 (2003) 12151238 (electronic). CrossRef
Le Tallec, P., Domain decomposition methods in computational mechanics. Comput. Mech. Adv. 1 (1994) 121220.
P.-L. Lions, On the Schwarz alternating method. I, in First International Symposium on Domain Decomposition Methods for Partial Differential Equations (Paris, 1987), SIAM, Philadelphia, PA (1988) 1–42.
P.-L. Lions, On the Schwarz alternating method. II. Stochastic interpretation and order properties, in Domain decomposition methods (Los Angeles, CA, 1988), SIAM, Philadelphia, PA (1989) 47–70.
P.-L. Lions, On the Schwarz alternating method. III. A variant for nonoverlapping subdomains, in Third International Symposium on Domain Decomposition Methods for Partial Differential Equations (Houston, TX, 1989), SIAM, Philadelphia, PA (1990) 202–223.
W.H. Reed and T. Hill, Triangular mesh methods for the neutron transport equation. Technical Report LA-UR-73-479, Los Alamos Scientific Laboratory (1973).
Rivière, B., Wheeler, M.F. and Girault, V., Improved energy estimates for interior penalty, constrained and discontinuous Galerkin methods for elliptic problems. I. Comput. Geosci. 3 (1999) 337360. CrossRef
Rivière, B., Wheeler, M.F. and Girault, V., A priori error estimates for finite element methods based on discontinuous approximation spaces for elliptic problems. SIAM J. Numer. Anal. 39 (2001) 902931 (electronic). CrossRef
Saad, Y. and Schultz, M.H., GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems. SIAM J. Sci. Statist. Comput. 7 (1986) 856869. CrossRef
Sarkis, M. and Szyld, D.B., Optimal left and right additive Schwarz preconditioning for Minimal Residual methods with euclidean and energy norms. Comput. Methods Appl. Mech. Engrg. 196 (2007) 16121621. CrossRef
B.F. Smith, P.E. Bjørstad and W.D. Gropp, Domain decomposition. Cambridge University Press, Cambridge, Parallel multilevel methods for elliptic partial differential equations (1996).
Starke, G., Field-of-values analysis of preconditioned iterative methods for nonsymmetric elliptic problems. Numer. Math. 78 (1997) 103117. CrossRef
R. Stenberg, Mortaring by a method of J. A. Nitsche, in Computational mechanics (Buenos Aires, 1998), pages CD–ROM file. Centro Internac. Métodos Numér. Ing., Barcelona (1998).
A. Toselli and O. Widlund, Domain decomposition methods–algorithms and theory, Springer Series in Computational Mathematics 34, Springer-Verlag, Berlin (2005).
Wheeler, M.F., An elliptic collocation-finite element method with interior penalties. SIAM J. Numer. Anal. 15 (1978) 152161. CrossRef
J.H. Wilkinson, The algebraic eigenvalue problem. Monographs on Numerical Analysis, The Clarendon Press Oxford University Press, New York (1988), Oxford Science Publications.
Iterative, J. Xu methods by space decomposition and subspace correction. SIAM Rev. 34 (1992) 581613.
Xu, J. and Zikatanov, L., The method of alternating projections and the method of subspace corrections in Hilbert space. J. Amer. Math. Soc. 15 (2002) 573597 (electronic). CrossRef
J. Xu and J. Zou. Some nonoverlapping domain decomposition methods. SIAM Rev. 40 (1998) 857–914 (electronic).