Skip to main content
Log in

A Uniformly Convergent Weak Galerkin Finite Element Method on Shishkin Mesh for 1d Convection–Diffusion Problem

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

Abstract

In this paper, a weak Galerkin finite element method is proposed and analyzed for one-dimensional singularly perturbed convection–diffusion problems. This finite element scheme features piecewise polynomials of degree \(k\ge 1\) on interior of each element plus piecewise constant on the node of each element. Our WG scheme is parameter-free and has competitive number of unknowns since the interior unknowns can be eliminated efficiently from the discrete linear system. An \(\varepsilon \)-uniform error bound of \(\mathcal {O}((N^{-1}\ln N)^k)\) in the energy-like norm is established on Shishkin mesh, where N is the number of elements. Finally, the numerical experiments are carried out to confirm the theoretical results. Moreover, the numerical results show that the present method has the optimal convergence rate of \(\mathcal {O}(N^{-(k+1)})\) in the \(L^2\)-norm and the superconvergence rates of \(\mathcal {O}((N^{-1}\ln N)^{2k})\) in the discrete \(L^{\infty }\)-norm.

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.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Al-Taweel, A., Hussain, S., Wang, X., Jones, B.: A \(P_0\)-\(P_0\) weak Galerkin finite element method for solving singularly perturbed reaction–diffusion problems. Numer. Methods Partial Differ. Eq. 36, 213–227 (2020)

    Article  Google Scholar 

  2. Cui, M., Zhang, S.: On the uniform convergence of the weak Galerkin finite element method for a singularly-perturbed biharmonic equation. J. Sci. Comput. 82, 5 (2020). https://doi.org/10.1007/s10915-019-01120-z

    Article  MathSciNet  MATH  Google Scholar 

  3. Di Pietro, D.A., Ern, A.: Mathematical aspects of discontinuous Galerkrin methods. Springer-Verlag, Berlin (2012)

    Book  Google Scholar 

  4. Franz, S., Roos, H.-G.: The capriciousness of numerical methods for singular perturbations. SIAM Rev. 53(1), 157–173 (2011)

    Article  MathSciNet  Google Scholar 

  5. Lin, R.: Discontinuous discretization for least-squares formulation of singularly perturbed reaction–diffusion problems in one and two dimensions. SIAM J. Numer. Anal. 47, 89–108 (2008)

    Article  MathSciNet  Google Scholar 

  6. Lin, R.: Discontinuous Galerkin least-squares finite element methods for singularly perturbed reaction–diffusion problems with discontinuous coefficients and boundary singularities. Numer. Math. 112, 295–318 (2009)

    Article  MathSciNet  Google Scholar 

  7. Lin, R., Ye, X., Zhang, S., Zhu, P.: A weak Galerkin finite element method for singularly perturbed convection–diffusion–reaction problems. SIAM J. Numer. Anal. 56(3), 1482–1497 (2018)

    Article  MathSciNet  Google Scholar 

  8. Linß, T.: The necessity of Shishkin decompositions. Appl. Math. Lett. 14, 891–896 (2001)

    Article  MathSciNet  Google Scholar 

  9. Linß, T.: Layer-adapted meshes for convection–diffusion problems. Comput. Methods Appl. Mech. Eng. 192, 1061–1105 (2003)

    Article  MathSciNet  Google Scholar 

  10. Linß, T., Stynes, M.: The SDFEM on Shishkin meshes for linear convection–diffusion problems. Numer. Math. 87, 457–484 (2001)

    Article  MathSciNet  Google Scholar 

  11. Liu, L., Leng, H., Long, G.: Analysis of the SDFEM for singularly perturbed differential–difference equations. Calcolo 55, 23 (2018). https://doi.org/10.1007/s10092-018-0265-4

    Article  MathSciNet  MATH  Google Scholar 

  12. Mu, L., Wang, J., Ye, X., Zhang, S.: A weak Galerkin finite element method for the Maxwell equations. J. Sci. Comput. 65, 363–386 (2015)

    Article  MathSciNet  Google Scholar 

  13. Roos, H.-G.: Layer-adapted grids for singular perturbation problem. ZAMM Z. Angew. Math. Mech. 78, 291–309 (1998)

    Article  MathSciNet  Google Scholar 

  14. Roos, H.-G., Zarin, H.: A supercloseness result for the discontinuous Galerkin stabilization of convection–diffusion problems on Shishkin meshes. Numer. Methods Partial Differ. Equ. 23(6), 1560–1576 (2007)

    Article  MathSciNet  Google Scholar 

  15. Roos, H.-G., Stynes, M., Tobiska, L.: Robust numerical methods for singularly perturbed differential equations, Springer Series in Computational Mathematics, vol. 24. Springer-Verlag, Berlin Heidelberg (2008)

    MATH  Google Scholar 

  16. Stynes, M., O’Riorddan, E.: A uniformly convergent Galerkin method on a Shishkin mesh for a convection–diffusion problem. J. Math. Anal. Appl. 214, 36–54 (1997)

    Article  MathSciNet  Google Scholar 

  17. Stynes, M., Tobiska, L.: Analysis of the streamline-diffusion finite element method on a Shishkin mesh for a convection–diffusion problem with exponential layers. J. Numer. Math. 9, 59–76 (2001)

    Article  Google Scholar 

  18. Singh, G., Natesan, S.: Superconvergence of discontinuous Galerkin method with interior penalties for singularly perturbed two-point boundary-value problems. Calcolo 55, 54 (2018). https://doi.org/10.1007/s10092-018-0297-9

    Article  MathSciNet  MATH  Google Scholar 

  19. Tobiska, L.: Analysis of a new stabilized higher order finite element method for advection–diffusion equations. Comput. Methods Appl. Mech. Eng. 196, 538–550 (2006)

    Article  MathSciNet  Google Scholar 

  20. Wang, J., Ye, X.: A weak Galerkin finite element method for second-order elliptic problems. J. Comput. Appl. Math. 241, 103–115 (2013)

    Article  MathSciNet  Google Scholar 

  21. Wang, J., Ye, X.: A weak Galerkin finite element method for the Stokes equations. Adv. Comput. Math. 42, 155–174 (2016)

    Article  MathSciNet  Google Scholar 

  22. Wang, C., Wang, J.: An efficient numerical scheme for the biharmonic equation by weak Galerkin finite element methods on polygonal or polyhedral meshes. Comput. Math. Appl. 68, 2314–2330 (2014)

    Article  MathSciNet  Google Scholar 

  23. Xie, Z.Q., Zhang, Z.: Superconvergence of DG method for one-dimensional singularly perturbed problems. J. Comput. Math. 25, 185–200 (2007)

    MathSciNet  MATH  Google Scholar 

  24. Xie, Z.Q., Zhang, Z.Z., Zhang, Z.: A numerical study of uniform superconvergence for solving singularly perturbed problems. J. Comput. Math. 27, 280–298 (2009)

    MathSciNet  MATH  Google Scholar 

  25. Zarin, H., Roos, H.-G.: Interior penalty discontinuous approximations of convection–diffusion problems with parabolic layers. Numer. Math. 100, 735–759 (2005)

    Article  MathSciNet  Google Scholar 

  26. Zhang, Z.: Finite element superconvergence on Shishkin mesh for 2-D convection–diffusion problems. Math. Comput. 245, 1147–1177 (2003)

    Article  MathSciNet  Google Scholar 

  27. Zhang, Z.Z., Xie, Z.Q., Zhang, Z.: Superconvergence of discontinuous Galerkin methods for convection diffusion problems. J. Sci. Comput. 41, 70–93 (2009)

    Article  MathSciNet  Google Scholar 

  28. Zhang, T., Tang, L.: A weak finite element method for elliptic problems in one space dimension. Appl. Math. Comput. 280, 1–10 (2016)

    Article  MathSciNet  Google Scholar 

  29. Zhang, R., Song, H., Luan, N.: Weak Galerkin finite element method for valuation of American options. Front. Math. China 9, 455–476 (2014)

    Article  MathSciNet  Google Scholar 

  30. Zhu, H., Zhang, Z.: Uniform convergence of the LDG method for a singularly perturbed problem with the exponential boundary layer. Math. Comput. 83, 635–663 (2014)

    Article  MathSciNet  Google Scholar 

  31. Zhu, P., Xie, S.: Higher order uniformly convergent continuous/discontinuous Galerkin methods for singularly perturbed problems of convection-diffusion type. Appl. Numer. Math. 76, 48–59 (2014)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peng Zhu.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supported by Natural Science Foundation of Zhejiang province, China (Grant No.LY19A010008).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhu, P., Xie, S. A Uniformly Convergent Weak Galerkin Finite Element Method on Shishkin Mesh for 1d Convection–Diffusion Problem. J Sci Comput 85, 34 (2020). https://doi.org/10.1007/s10915-020-01345-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10915-020-01345-3

Keywords

Mathematics Subject Classification

Navigation