Abstract
In this paper we present in a unified setting the continuous and discontinuous Galerkin methods for the numerical approximation of the scalar hyperbolic equation. Both methods are stabilized by the interior penalty method, more precisely by the jump of the gradient across element faces in the continuous case whereas in the discontinuous case the stabilization of the jump of the solution and optionally of its gradient is required to achieve optimal convergence. We prove that the solution in the case of the continuous Galerkin approach can be considered as a limit of the discontinuous one when the stabilization parameter associated with the penalization of the solution jump tends to infinity. As a consequence, the limit of the numerical flux of the discontinuous method yields a numerical flux for the continuous method as well. Numerical results will highlight the theoretical results that are proven in this paper.
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Baba, K., Tabata, M.: On a conservative upwind finite element scheme for convective diffusion equations. RAIRO. Anal. Numér. 15(1), 3–25 (1981)
Babuška, I., Zlámal, M.: Nonconforming elements in the finite element method with penalty. SIAM J. Numer. Anal. 10, 863–875 (1973)
Brezzi, F., Cockburn, B., Marini, L.D., Süli, E.: Stabilization mechanisms in discontinuous Galerkin finite element methods. Comput. Methods Appl. Mech. Eng. 195(25–28), 3293–3310 (2006)
Brezzi, F., Houston, P., Marini, L.D., Süli, E.: Modeling subgrid viscosity for advection–diffusion problems. Comput. Methods Appl. Mech. Eng. 190, 1601–1610 (2000)
Brezzi, F., Marini, L.D., Süli, E.: Discontinuous Galerkin methods for first-order hyperbolic problems. Math. Models Methods Appl. Sci. 14(12), 1893–1903 (2004)
Brooks, A.N., Hughes, T.J.R.: Streamline upwind/Petrov-Galerkin formulations for convection dominated flows with particular emphasis on the incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 32(1–3), 199–259 (1982). FENOMECH’81, Part I (Stuttgart, 1981)
Burman, E.: A unified analysis for conforming and nonconforming stabilized finite element methods using interior penalty. SIAM J. Numer. Anal. 43(5), 2012–2033 (2005). (Electronic)
Burman, E., Ern, A.: Stabilized Galerkin approximation of convection-diffusion-reaction equations: discrete maximum principle and convergence. Math. Comput. 74(252), 1637–1652 (2005). (Electronic)
Burman, E., Ern, A.: Continuous interior penalty hp-finite element methods for advection and advection-diffusion equations. Math. Comput. 76(259), 1119–1140 (2007). (Electronic)
Burman, E., Hansbo, P.: Edge stabilization for Galerkin approximations of convection-diffusion-reaction problems. Comput. Methods Appl. Mech. Eng. 193(15–16), 1437–1453 (2004)
Burman, E., Stamm, B.: Minimal stabilization for discontinuous Galerkin finite element methods for hyperbolic problems. J. Sci. Comput. 33(2), 183–208 (2007)
Burman, E., Zunino, P.: A domain decomposition method based on weighted interior penalties for advection-diffusion-reaction problems. SIAM J. Numer. Anal. 44(4), 1612–1638 (2006). (Electronic)
Douglas, J. Jr., Dupont, T.: Interior penalty procedures for elliptic and parabolic Galerkin methods. In: Computing Methods in Applied Sciences (Second Internat. Sympos., Versailles, 1975). Lecture Notes in Phys., vol. 58, pp. 207–216. Springer, Berlin (1976)
Ern, A., Guermond, J.-L.: Discontinuous Galerkin methods for Friedrichs’ systems. I. General theory. SIAM J. Numer. Anal. 44(2), 753–778 (2006). (Electronic)
Guermond, J.-L.: Stabilization of Galerkin approximations of transport equations by subgrid modeling. (M2AN) Model. Math. Anal. Numer. 33(6), 1293–1316 (1999)
Hoppe, R.H.W., Wohlmuth, B.: Element-oriented and edge-oriented local error estimators for nonconforming finite element methods. Modél. Math. Anal. Numér. 30(2), 237–263 (1996)
Houston, P., Schwab, C., Süli, E.: Discontinuous hp-finite element methods for advection-diffusion-reaction problems. SIAM J. Numer. Anal. 39(6), 2133–2163 (2002). (Electronic)
Hughes, T.J.R., Engel, G., Mazzei, L., Larson, M.G.: The continuous Galerkin method is locally conservative. J. Comput. Phys. 163(2), 467–488 (2000)
Johnson, C., Nävert, U.: An analysis of some finite element methods for advection-diffusion problems. In: Analytical and Numerical Approaches to Asymptotic Problems in Analysis (Proc. Conf., Univ. Nijmegen, Nijmegen, 1980). North-Holland Math. Stud., vol. 47, pp. 99–116. North-Holland, Amsterdam (1981)
Johnson, C., Pitkäranta, J.: An analysis of the discontinuous Galerkin method for a scalar hyperbolic equation. Math. Comput. 46(173), 1–26 (1986)
Karakashian, O.A., Pascal, F.: A posteriori error estimates for a discontinuous Galerkin approximation of second-order elliptic problems. SIAM J. Numer. Anal. 41(6), 2374–2399 (2003). (Electronic)
Larson, M.G., Niklasson, A.J.: Conservation properties for the continuous and discontinuous Galerkin method. Technical Report 2000-08, Chalmers Finite Element Center, Chalmers University (2000)
Lesaint, P., Raviart, P.-A.: On a finite element method for solving the neutron transport equation. In: Mathematical Aspects of Finite Elements in Partial Differential Equations (Proc. Sympos., Math. Res. Center, Univ. Wisconsin, Madison, Wis., 1974). Math. Res. Center, Univ. of Wisconsin-Madison, vol. 33, pp. 89–123. Academic Press, New York (1974)
Mitchell, A.R., Griffiths, D.F.: Upwinding by Petrov-Galerkin methods in convection-diffusion problems. J. Comput. Appl. Math. 6(3), 219–228 (1980)
Prud’homme, C.: A domain specific embedded language in C++ for automatic differentiation, projection, integration and variational formulations. Sci. Program. 14(2), 81–110 (2006)
Prud’homme, C.: Life: Overview of a unified C++ implementation of the finite and spectral element methods in 1D, 2D and 3D. In: Workshop On State-Of-The-Art In Scientific And Parallel Computing. Lecture Notes in Computer Science, vol. 4699, pp. 712–721. Springer, Berlin (2007)
Quarteroni, A., Valli, A.: Domain Decomposition Methods for Partial Differential Equations. Numerical Mathematics and Scientific Computation. Oxford University Press, New York (1999)
Reed, W.H., Hill, T.R.: Triangular mesh methods for the neutron transport equation. Technical Report LA-UR-73-479, Los Alamos Scientific Laboratory (1973)
Romkes, A., Prudhomme, S., Oden, J.T.: A priori error analyses of a stabilized discontinuous Galerkin method. Comput. Math. Appl. 46(8–9), 1289–1311 (2003)
Roos, H.-G., Stynes, M., Tobiska, L.: Numerical Methods for Singularly Perturbed Differential Equations. Springer Series in Computational Mathematics, vol. 24. Springer, Berlin (1996). Convection-diffusion and flow problems
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Burman, E., Quarteroni, A. & Stamm, B. Interior Penalty Continuous and Discontinuous Finite Element Approximations of Hyperbolic Equations. J Sci Comput 43, 293–312 (2010). https://doi.org/10.1007/s10915-008-9232-6
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DOI: https://doi.org/10.1007/s10915-008-9232-6