Abstract
We test the a posteriori error estimates of discontinuous Galerkin (DG) discretization errors (Adjerid and Baccouch, J. Sci. Comput. 33(1):75–113, 2007; Adjerid and Baccouch, J. Sci. Comput. 38(1):15–49, 2008; Adjerid and Baccouch Comput. Methods Appl. Mech. Eng. 200:162–177, 2011) for hyperbolic problems on adaptively refined unstructured triangular meshes. A local error analysis allows us to construct asymptotically correct a posteriori error estimates by solving local hyperbolic problems on each element. The Taylor-expansion-based error analysis (Adjerid and Baccouch, J. Sci. Comput. 33(1):75–113, 2007; Adjerid and Baccouch, J. Sci. Comput. 38(1):15–49, 2008; Adjerid and Baccouch Comput. Methods Appl. Mech. Eng. 200:162–177, 2011) does not apply near discontinuities and shocks and lead to inaccurate estimates under uniform mesh refinement. Here, we present several computational results obtained from adaptive refinement computations that suggest that even in the presence of shocks our error estimates converge to the true error under adaptive mesh refinement. We also show the performance of several adaptive strategies for hyperbolic problems with discontinuous solutions.
AMS(MOS) subject classifications. Primary 65N30, 65N50.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
S. Adjerid and M. Baccouch. The discontinuous Galerkin method for two-dimensional hyperbolic problems part I: Superconvergence error analysis. J. Sci. Comput., 33(1):75–113, 2007.
S. Adjerid and M. Baccouch. The discontinuous Galerkin method for two-dimensional hyperbolic problems part II: A posteriori error estimation. J. Sci. Comput., 38(1):15–49, 2008.
S. Adjerid and M. Baccouch. A Posteriori error analysis of the discontinuous Galerkin method for two-dimensional hyperbolic problems on unstructured meshes. Computer Methods in Applied Mechanics and Engineering, 200: 162–177, 2011.
S. Adjerid, K. Devine, J. Flaherty, and L. Krivodonova. A posteriori error estimation for discontinuous Galerkin solutions of hyperbolic problems. Computer Methods in Applied Mechanics and Engineering, 191:1097–1112, 2002.
S. Adjerid and T. C. Massey. A posteriori discontinuous finite element error estimation for two-dimensional hyperbolic problems. Computer Methods in Applied Mechanics and Engineering, 191:5877–5897, 2002.
S. Adjerid and I. Mechai. A posteriori discontinuous Galerkin error estimation on tetrahedral meshes. Computer Methods in Applied Mechanics and Engineering, 201–204:157–178, 2012.
S. Adjerid and T. Weinhart. Discontinuous Galerkin error estimation for linear symmetric hyperbolic systems. Computer Methods in Applied Mechanics and Engineering, 198:3113–3129, 2009.
S. Adjerid and T. Weinhart. Asymptotically exact discontinuous Galerkin error estimates for linear symmetric hyperbolic systems. Applied Numerical Mathematics, in press, 2011.
S. Adjerid and T. Weinhart. Discontinuous Galerkin error estimation for linear symmetrizable hyperbolic systems. Mathematics of Computation, 80: 1335–1367, 2011.
F. Bassi and S. Rebay. A high-order accurate discontinuous finite element method for the numerical solution of the compressible Navier-Stokes equations. J. Comp. Phys., 131:267–279, 1997.
R. Biswas, K. Devine, and J. E. Flaherty. Parallel adaptive finite element methods for conservation laws. Applied Numerical Mathematics, 14:255–284, 1994.
B. Cockburn, G. E. Karniadakis, and C. W. Shu, editors. Discontinuous Galerkin Methods Theory, Computation and Applications, Lectures Notes in Computational Science and Engineering, volume 11. Springer, Berlin, 2000.
B. Cockburn, S. Y. Lin, and C. W. Shu. TVB Runge-Kutta local projection discontinuous Galerkin methods of scalar conservation laws III: One dimensional systems. Journal of Computational Physics, 84:90–113, 1989.
B. Cockburn and C. W. Shu. TVB Runge-Kutta local projection discontinuous Galerkin methods for scalar conservation laws II: General framework. Mathematics of Computation, 52:411–435, 1989.
K. D. Devine and J. E. Flaherty. Parallel adaptive hp-refinement techniques for conservation laws. Computer Methods in Applied Mechanics and Engineering, 20:367–386, 1996.
K. Ericksson and C. Johnson. Adaptive finite element methods for parabolic problems I: A linear model problem. SIAM Journal on Numerical Analysis, 28: 12–23, 1991.
J. E. Flaherty, R. Loy, M. S. Shephard, B. K. Szymanski, J. D. Teresco, and L. H. Ziantz. Adaptive local refinement with octree load-balancing for the parallel solution of three-dimensional conservation laws. Journal of Parallel and Distributed Computing, 47:139–152, 1997.
G. E. Karniadakis and S. J. Sherwin. Spectral/hp Element Methods for CFD. Oxford University Press, New York, 1999.
L. Krivodonova and J. E. Flaherty. Error estimation for discontinuous Galerkin solutions of two-dimensional hyperbolic problems. Advances in Computational Mathematics, 19:57–71, 2003.
W. H. Reed and T. R. Hill. Triangular mesh methods for the neutron transport equation. Technical Report LA-UR-73-479, Los Alamos Scientific Laboratory, Los Alamos, 1973.
Acknowledgements
The authors are grateful to Bryan Johnson (undergraduate student at the University of Nebraska at Omaha) for applying the adaptive algorithms to the contact problem to generate the results for Example 3.
The work of the Slimane Adjerid author was supported in part by NSF grant DMS-0809262. The work of the Mahboub Baccouch author was supported by the NASA Nebraska Space Grant Program and UCRCA at the University of Nebraska at Omaha.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Adjerid, S., Baccouch, M. (2014). Adaptivity and Error Estimation for Discontinuous Galerkin Methods. In: Feng, X., Karakashian, O., Xing, Y. (eds) Recent Developments in Discontinuous Galerkin Finite Element Methods for Partial Differential Equations. The IMA Volumes in Mathematics and its Applications, vol 157. Springer, Cham. https://doi.org/10.1007/978-3-319-01818-8_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-01818-8_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-01817-1
Online ISBN: 978-3-319-01818-8
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)