Skip to main content
Log in

Pointwise Error Estimates and Two-Grid Algorithms of Discontinuous Galerkin Method for Strongly Nonlinear Elliptic Problems

  • Published:
Journal of Scientific Computing Aims and scope Submit manuscript

Abstract

In this paper, we consider the discontinuous Galerkin finite element method for the strongly nonlinear elliptic boundary value problems in a convex polygonal \( \varOmega \subset {\mathbb R}^2.\) Optimal and suboptimal order pointwise error estimates in the \(W^{1,\infty }\)-seminorm and in the \(L^{\infty }\)-norm are established on a shape-regular grid under the regularity assumptions \(u\in W^{r+1,\infty }(\varOmega ), r\ge 2\). Moreover, we propose some two-grid algorithms for the discontinuous Galerkin method which can be thought of as some type of linearization of the nonlinear system using a solution from a coarse finite element space. With this technique, solving a nonlinear elliptic problem on the fine finite element space is reduced into solving a linear problem on the fine finite element space and solving the nonlinear elliptic problem on a coarser space. Convergence estimates in a mesh-dependent energy norm are derived to justify the efficiency of the proposed two-grid algorithms. Numerical experiments are also provided to confirm our theoretical findings.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Arnold, D.N.: An interior penalty finite element method with discontinuous elements. SIAM J. Numer. Anal. 19, 742–760 (1982)

    Article  MathSciNet  MATH  Google Scholar 

  2. Arnold, D.N., Brezzi, F., Cockburn, B., Marini, L.D.: Unified analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39, 1749–1779 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  3. Axelsson, O., Layton, W.: A two-level discretization of nonlinear boundary value problems. SIAM J. Numer. Anal. 33, 2359–2374 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bi, C., Ginting, V.: Two-grid finite volume element method for linear and nonlinear elliptic problems. Numer. Math. 108, 177–198 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bi, C., Ginting, V.: Two-grid discontinuous Galerkin method for quasi-linear elliptic problems. J. Sci. Comput. 49, 311–331 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  6. Bi, C., Ginting, V.: A posteriori error estimates of discontinuous Galerkin method for nonmonotone quasi-linear elliptic problems. J. Sci. Comput. 55, 659–687 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  7. Bi, C., Lin, Y.: Discontinuous Galerkin method for monotone nonlinear elliptic problems. Int. J. Numer. Anal. Model 9, 999–1024 (2012)

    MathSciNet  MATH  Google Scholar 

  8. Brenner, S.C.: Discrete Sobolev and Poincar\(\acute{\rm e}\) inequalities for piecewise polynomial functions. Electron. Trans. Numer. Anal. 18, 42–48 (2004)

    MathSciNet  Google Scholar 

  9. Brenner, S.C., Scott, R.: The Mathematical Theory of Finite Element Methods. Springer, Berlin (1994)

    Book  MATH  Google Scholar 

  10. Bustinza, R., Gatica, G.N.: A local discontinuous Galerkin method for nonlinear diffusion problems with mixed boundary conditions. SIAM J. Sci. Comput. 26, 152–177 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  11. Bustinza, R., Gatica, G.N., Cockburn, B.: An a posteriori error estimate for the local discontinuous Galerkin method applied to linear and nonlinear diffusion problems. J. Sci. Comput. 22(23), 147–185 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  12. Carstensen, C., Gudi, T., Jensen, M.: A unifying theory of a posteriori error control for discontinuous Galerkin FEM. Numer. Math. 112, 363–379 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  13. Castillo, P., Cockburn, B., Perugia, I., Schötzau, D.: An a priori error analysis of the local discontinuous Galerkin method for elliptic problems. SIAM J. Numer. Anal. 38, 1676–1706 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  14. Castillo, P., Cockburn, B., Schötzau, D., Schwab, C.: Optimal a priori error estimates for the \(hp\)-version of the local discontinuous Galerkin method for convection-diffusion problems. Math. Comput. 71, 455–478 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  15. Chen, Z., Chen, H.: Pointwise error estimates of discontinuous Galerkin methods with penalty for second order elliptic problems. SIAM J. Numer. Anal. 42, 1146–1166 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  16. Ciarlet, P.G.: The Finite Element Method for Elliptic Problems. North-Holland, Amsterdam (1978)

    MATH  Google Scholar 

  17. Cockburn, B.: Discontinuous Galerkin methods for convection-dominated problems. In: Barth, T., Deconink, H. (eds.) High-Order Methods for Computational Physics, vol. 9, pp. 69–224. Springer, Berlin (1999)

    Chapter  Google Scholar 

  18. Cockburn, B., Karniadakis, G., Shu, C.-W.: Discontinuous Galerkin Methods. Theory, Computation and Applications. Lect. Notes Comput. Sci. Eng. 11, Springer-Verlag, Berlin (2000)

  19. Cockburn, B., Shu, C.-W.: TVB Runge-Kutta local projection discontinuous Galerkin finite element method for scalar conservation laws ii: General framework. Math. Comput. 52, 411–435 (1989)

    MathSciNet  MATH  Google Scholar 

  20. Dawson, C.N., Wheeler, M.F., Woodward, C.S.: A two-grid finite difference scheme for nonlinear parabolic equations. SIAM J. Numer. Anal. 35, 435–452 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  21. Dolejší, V., Feistauer, M., Sobotíková, V.: Analysis of the discontinuous Galerkin method for nonlinear convection-diffusion problems. Comput. Methods Appl. Mech. Eng. 194, 2709–2733 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  22. Eyck, A.T., Lew, A.: Discontinuous Galerkin methods for non-linear elasticity. Int. J. Numer. Methods Eng. 67, 1204–1243 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  23. Gatica, G.N., González, M., Meddahi, S.: A low-order mixed finite element method for a class of quasi-Newtonian Stokes flows, Part I: a-priori error analysis. Comput. Methods Appl. Mech. Eng. 193, 881–892 (2004)

    Article  MATH  Google Scholar 

  24. Grisvard, P.: Elliptic Problems in Nonsmooth Domains. Pitman Advanced Pub. Program, Boston (1985)

    MATH  Google Scholar 

  25. Gudi, T., Pani, A.K.: Discontinuous Galerkin methods for quasi-linear elliptic problems of nonmonotone type. SIAM J. Numer. Anal. 45, 163–192 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  26. Gudi, T., Nataraj, N., Pani, A.K.: An hp-local discontinuous Galerkin method for some quasilinear elliptic boundary value problems of nonmonotone type. Math. Comput. 77, 731–756 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  27. Gudi, T., Nataraj, N., Pani, A.K.: hp-Discontinuous Galerkin methods for strongly nonlinear elliptic boundary value problems. Numer. Math. 109, 233–268 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  28. Houston, P., Robson, J., Süli, E.: Discontinuous Galerkin finite element approximation of quasi-linear elliptic boundary value problems I: the scalar case. IMA J. Numer. Anal. 25, 726–749 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  29. Houston, P., Schwab, C., Süli, E.: Discontinuous hp-finite element methods for advection-diffusion-reaction problems. SIAM J. Numer. Anal. 39, 2133–2163 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  30. Johnson, C., Pitkäranta, J.: An analysis of the discontinuous Galerkin method for a scalar hyperbolic equation. Math. Comput. 46, 1–26 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  31. Larson, M.G., Niklasson, A.J.: Analysis of a family of discontinuous Galerkin methods for elliptic problems: one dimensional analysis. Numer. Math. 99, 113–130 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  32. Lesaint, P., Raviart, P.A.: On a finite element method for solving the neutron transport equation. In: deBoor, C.A. (ed.) Mathematical Aspects of Finite Element in Partial Differential Equations, pp. 89–123. Academic Press, London (1974)

    Google Scholar 

  33. Levy, D., Shu, C.-W., Yan, J.: Local discontinuous Galerkin methods for nonlinear dispersive equations. J. Comput. Phys. 196, 751–772 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  34. Lovadina, C., Marini, L.D.: A-posteriori error estimates for discontinuous Galerkin approximations of second order elliptic problems. J. Sci. Comput. 40, 340–359 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  35. Makridakis, C.G.: Finite element approximations of nonlinear elastic waves. Math. Comput. 61, 569–594

  36. Marion, M., Xu, J.: Error estimates on a new nonlinear Galerkin method based on two-grid finite elements. SIAM J. Numer. Anal. 32, 1170–1184 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  37. Mozolevski, I., Süli, E., Bösing, P.R.: \(hp\)-version a priori error analysis of interior penalty discontinuous Galerkin finite element approximations to the biharmonic equation. J. Sci. Comput. 30, 465–491 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  38. Nitsche, J.: Über ein Variationsprinzip zur Lösung von Dirichlet Problemen bei Verwendung von Teilräumen, die keinen Randbedingungen unterworfen sind. Abh. Math. Sem. Univ. Hamburg 36, 9–15 (1971)

    Article  MathSciNet  MATH  Google Scholar 

  39. Oden, J.T., Babus̆ka, I., Baumann, C.E.: A discontinuous hp finite element method for diffusion problems. J. Comput. Phys. 146, 491–519 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  40. Perugia, I., Schötzau, D.: An \(hp\)-analysis of the local discontinuous Galerkin method for diffusion problems. J. Sci. Comput. 17, 561–671 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  41. Ortner, C., Süli, E.: Discontinuous Galerkin finite element approximation of nonlinear second-order elliptic and hyperbolic systems. SIAM J. Numer. Anal. 45, 1370–1397 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  42. 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

  43. Rivière, B., Shaw, S.: Discontinuous Galerkin finite element approximation of nonlinear non-Fickian diffusion in viscoelastic polymers. SIAM J. Numer. Anal. 44, 2650–2670 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  44. Rivière, B., Wheeler, M.F., Girault, V.: A priori error estimates for finite element methods based on discontinuous approximation spaces for elliptic problems. SIAM J. Numer. Anal. 39, 902–931 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  45. Schötzau, D., Schwab, C., Toselli, A.: Mixed \(hp\)-DGFEM for incompressible flows. SIAM J. Numer. Anal. 40, 2171–2194 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  46. Utnes, T.: Two-grid finite element formulations of the incompressible Navier–Stokes equation. Commun. Numer. Methods Eng. 34, 675–684 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  47. Wheeler, M.F.: An elliptic collocation-finite element method with interior penalties. SIAM J. Numer. Anal. 15, 152–161 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  48. Xu, J.: A new class of iterative methods for nonselfadjoint or indefinite elliptic problems. SIAM J. Numer. Anal. 29, 303–319 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  49. Xu, J.: A novel two-grid method for semi-linear equations. SIAM J. Sci. Comput. 15, 231–237 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  50. Xu, J.: Two-grid discretization techniques for linear and nonlinear PDEs. SIAM J. Numer. Anal. 33, 1759–1777 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  51. Xu, J., Zhou, A.: A two-grid discretization scheme for eigenvalue problems. Math. Comput. 70, 17–25 (1999)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgments

The authors wish to express their deepest gratitude to the anonymous referees who generously shared their insight and perspectives on the subject of this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Cheng Wang.

Additional information

The research of C. Bi was partially supported by Shandong Province Natural Science Foundation Grant ZR2014AM003. The research of C. Wang was partially supported by National Science Foundation of China Grant 11101311. The research of Y. Lin was partially supported by GRF 15301714 of HKSAR.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bi, C., Wang, C. & Lin, Y. Pointwise Error Estimates and Two-Grid Algorithms of Discontinuous Galerkin Method for Strongly Nonlinear Elliptic Problems. J Sci Comput 67, 153–175 (2016). https://doi.org/10.1007/s10915-015-0072-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10915-015-0072-x

Keywords

Mathematics Subject Classification

Navigation