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Superconvergence Study of the Direct Discontinuous Galerkin Method and Its Variations for Diffusion Equations

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Abstract

In this paper, we apply the Fourier analysis technique to investigate superconvergence properties of the direct disontinuous Galerkin (DDG) method (Liu and Yan in SIAM J Numer Anal 47(1):475–698, 2009), the DDG method with the interface correction (DDGIC) (Liu and Yan in Commun Comput Phys 8(3):541–564, 2010), the symmetric DDG method (Vidden and Yan in Comput Math 31(6):638–662, 2013), and the nonsymmetric DDG method (Yan in J Sci Comput 54(2):663–683, 2013). We also include the study of the interior penalty DG (IPDG) method, due to its close relation to DDG methods. Error estimates are carried out for both \(P^2\) and \(P^3\) polynomial approximations. By investigating the quantitative errors at the Lobatto points, we show that the DDGIC and symmetric DDG methods are superior, in the sense of obtaining \((k+2)\)th superconvergence orders for both \(P^2\) and \(P^3\) approximations. Superconvergence order of \((k+2)\) is also observed for the IPDG method with \(P^3\) polynomial approximations. The errors are sensitive to the choice of the numerical flux coefficient for even degree \(P^2\) approximations, but are not for odd degree \(P^3\) approximations. Numerical experiments are carried out at the same time and the numerical errors match well with the analytically estimated errors.

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References

  1. Adjerid, S., Devine, K., Flaherty, J., Krivodonova, L.: A posteriori error estimation for discontinuous Galerkin solutions of hyperbolic problems. Comput. Methods Appl. Mech. Eng. 191(11/12), 1097–1112 (2002)

    Article  MathSciNet  Google Scholar 

  2. Ainsworth, M.: Dispersive and dissipative behaviour of high order discontinuous Galerkin finite element methods. J. Comput. Phys. 198(1), 106–130 (2004)

    Article  MathSciNet  Google Scholar 

  3. Ainsworth, M., Monk, P., Muniz, W.: Dispersive and dissipative properties of discontinuous Galerkin finite element methods for the second-order wave equation. J. Sci. Comput. 27(1), 5–40 (2006)

    Article  MathSciNet  Google Scholar 

  4. Arnold, D.N.: An interior penalty finite element method with discontinuous elements. SIAM J. Numer. Anal. 19(4), 742–760 (1982)

    Article  MathSciNet  Google Scholar 

  5. Baumann, C.E., Oden, J.T.: A discontinuous \(hp\) finite element method for convection-diffusion problems. Comput. Methods Appl. Mech. Eng. 175(3/4), 311–341 (1999)

    Article  MathSciNet  Google Scholar 

  6. Cao, W., Zhang, Z.: Superconvergence of local discontinuous Galerkin method for one-dimensional linear parabolic equations. Math. Comput. 85, 63–84 (2014)

    Article  MathSciNet  Google Scholar 

  7. Cao, W., Liu, H., Zhang, Z.: Superconvergence of the direct discontinuous Galerkin method for convection-diffusion equations. Numer. Methods Partial Differ. Equ. 33(1), 290–317 (2017)

    Article  MathSciNet  Google Scholar 

  8. Chen, Z., Huang, H., Yan, J.: Third order maximum-principle-satisfying direct discontinuous Galerkin methods for time dependent convection diffusion equations on unstructured triangular meshes. J. Comput. Phys. 308, 198–217 (2016)

    Article  MathSciNet  Google Scholar 

  9. Cheng, Y., Shu, C.-W.: Superconvergence and time evolution of discontinuous Galerkin finite element solutions. J. Comput. Phys. 227(22), 9612–9627 (2008)

    Article  MathSciNet  Google Scholar 

  10. Cheng, Y., Shu, C.-W.: Superconvergence of local discontinuous Galerkin methods for one-dimensional convection-diffusion equations. Comput. Struct. 87, 630–641 (2009)

    Article  Google Scholar 

  11. Chuenjarern, N., Yang, Y.: Fourier analysis of local discontinuous Galerkin methods for linear parabolic equations on overlap** meshes. J. Sci. Comput. 81, 671–688 (2019)

    Article  MathSciNet  Google Scholar 

  12. Cockburn, B., Shu, C.-W.: The local discontinuous Galerkin method for time-dependent convection-diffusion systems. SIAM J. Numer. Anal. 35(6), 2440–2463 (1998). Electronic

    Article  MathSciNet  Google Scholar 

  13. Cockburn, B., Luskin, M., Shu, C.-W., Suli, E.: Enhanced accuracy by post-processing for finite element methods for hyperbolic equations. Math. Comput. 72(242), 577–606 (2003)

    Article  MathSciNet  Google Scholar 

  14. Guo, W., Zhong, X., Qiu, J.-M.: Superconvergence of discontinuous Galerkin and local discontinuous Galerkin methods: eigen-structure analysis based on Fourier approach. J. Comput. Phys. 235, 458–485 (2013)

    Article  MathSciNet  Google Scholar 

  15. He, Y., Li, F., Qiu, J.: Dispersion and dissipation errors of two fully discrete discontinuous Galerkin methods. J. Sci. Comput. 55(3), 552–574 (2013)

    Article  MathSciNet  Google Scholar 

  16. Hu, F., Hussaini, M., Rasetarinera, P.: An analysis of the discontinuous Galerkin method for wave propagation problems. J. Comput. Phys. 151(2), 921–946 (1999)

    Article  Google Scholar 

  17. Huang, H., Li, J., Yan, J.: High order symmetric direct discontinuous Galerkin method for elliptic interface problems with fitted mesh. J. Comput. Phys. 409, 109301–109323 (2020)

    Article  MathSciNet  Google Scholar 

  18. Ji, L., Xu, Y., Ryan, J.: Accuracy-enhancement of discontinuous Galerkin solutions for convection-diffusion equations in multiple-dimensions. Math. Comput. 81(280), 1929–1950 (2012)

    Article  MathSciNet  Google Scholar 

  19. Liu, H., Yan, J.: The direct discontinuous Galerkin (DDG) methods for diffusion problems. SIAM J. Numer. Anal. 47(1), 475–698 (2009)

    Article  MathSciNet  Google Scholar 

  20. Liu, H., Yan, J.: The direct discontinuous Galerkin (DDG) method for diffusion with interface corrections. Commun. Comput. Phys. 8(3), 541–564 (2010)

    Article  MathSciNet  Google Scholar 

  21. 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(3), 902–931 (2001). Electronic

    Article  MathSciNet  Google Scholar 

  22. Sármány, D., Botchev, M., van der Vegt, J.: Dispersion and dissipation error in high-order Runge-Kutta discontinuous Galerkin discretisations of the Maxwell equations. J. Sci. Comput. 33(1), 47–74 (2007)

    Article  MathSciNet  Google Scholar 

  23. Sherwin, S.: Dispersion analysis of the continuous and discontinuous Galerkin formulation. In: Cockburn, B., Karniadakis, G.E., Shu, C.-W. (eds.) Discontinuous Galerkin Methods. Lecture Notes in Computational Science and Engineering, vol. 11, pp. 425–432. Springer, Berlin, Heidelberg (2000)

    Chapter  Google Scholar 

  24. Shu, C.-W., Osher, S.: Efficient implementation of essentially non-oscillatory shock-capturing schemes. J. Comput. Phys. 77(2), 439–471 (1988)

    Article  MathSciNet  Google Scholar 

  25. Vidden, C., Yan, J.: A new direct discontinuous Galerkin method with symmetric structure for nonlinear diffusion equations. J. Comput. Math. 31(6), 638–662 (2013)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  27. Yan, J.: A new nonsymmetric discontinuous Galerkin method for time dependent convection diffusion equations. J. Sci. Comput. 54(2), 663–683 (2013)

    Article  MathSciNet  Google Scholar 

  28. Yang, Y., Shu, C.-W.: Analysis of optimal superconvergence of discontinuous Galerkin method for linear hyperbolic equations. SIAM J. Numer. Anal. 50, 3110–3133 (2012)

    Article  MathSciNet  Google Scholar 

  29. Yang, Y., Shu, C.-W.: Analysis of sharp superconvergence of local discontinuous Galerkin method for one-dimensional linear parabolic equations. J. Comput. Math. 33, 323–340 (2015)

    Article  MathSciNet  Google Scholar 

  30. Zhang, M., Shu, C.-W.: An analysis of three different formulations of the discontinuous Galerkin method for diffusion equations. Math. Models Methods Appl. Sci. 13(3), 395–413 (2003)

    Article  MathSciNet  Google Scholar 

  31. Zhang, M., Shu, C.-W.: Fourier analysis for discontinuous Galerkin and related methods. Sci. Bull. 54(11), 1809–1816 (2009)

    Article  Google Scholar 

  32. Zhang, M., Yan, J.: Fourier type error analysis of the direct discontinuous Galerkin method and its variations for diffusion equations. J. Sci. Comput. 52(3), 638–655 (2012)

    Article  MathSciNet  Google Scholar 

  33. Zhang, M., Yan, J.: Fourier type super convergence study on DDGIC and symmetric DDG methods. J. Sci. Comput. 73(2/3), 1276–1289 (2017)

    Article  MathSciNet  Google Scholar 

  34. Zhang, Y., Zhang, X., Shu, C.-W.: Maximum-principle-satisfying second order discontinuous Galerkin schemes for convection-diffusion equations on triangular meshes. J. Comput. Phys. 234, 295–316 (2013)

    Article  MathSciNet  Google Scholar 

  35. Zhong, X., Shu, C.-W.: Numerical resolution of discontinuous Galerkin methods for time dependent wave equations. Comput. Methods Appl. Mech. Eng. 200(41/42/43/44), 2814–2827 (2011)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

Research work of Jue Yan is supported by the National Science Foundation grant DMS-1620335 and Simons Foundation Grant 637716. Research work of **nghui Zhong is supported by the National Natural Science Foundation of China (NSFC) (Grant no. 11871428). The authors appreciate Dr. Waixiang Cao for many helpful discussions.

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Correspondence to **nghui Zhong.

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Miao, Y., Yan, J. & Zhong, X. Superconvergence Study of the Direct Discontinuous Galerkin Method and Its Variations for Diffusion Equations. Commun. Appl. Math. Comput. 4, 180–204 (2022). https://doi.org/10.1007/s42967-020-00107-0

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  • DOI: https://doi.org/10.1007/s42967-020-00107-0

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