Abstract
We study the local discontinuous Galerkin (LDG) method on layer-adapted meshes for singularly perturbed problems. For these problems of reaction-diffusion type, the balanced norm is suitable to capture the contribution of boundary layer component of the solution. However, it is rather difficult to derive optimal balanced-norm error estimate of the LDG method in the general case. That is, one can only obtain suboptimal error estimate of the LDG method in the mentioned “artificial” norm by using the traditional technique. In this paper, we propose a novel projection which combines the local Gauss-Radau projection with the local L2 projection in a subtle way. We obtain an improved balanced-error estimate. In particular, this estimate is optimal in the case that the regular component of the solution belongs to the finite element space. Numerical experiments are also given to test the theoretical results.
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References
Bakhvalov, N.: The optimalization of methods of solving boundary value problems with a boundary layer. USSR Comput. Math. Math. Phys. 9(4), 139–166 (1969)
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. Comp. 71(238), 455–478 (2002)
Ciarlet, P. G.: The Finite Element Method for Elliptic Problems, Studies in Mathematics and Its Applications. North-Holland Publishing Co, Amsterdam (1978)
Cheng, Y.: On the local discontinuous Galerkin method for singularly perturbed problem with two parameters. J. Comput. Appl. Math. 392, 113485 (2021)
Clavero, C., Gracia, J. L., O’riordan, E.: A parameter robust numerical method for a two dimensional reaction-diffusion problem. Math. Comp. 74(252), 1743–1758 (2005)
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)
Cockburn, B., Kanschat, G., Perugia, I., Schötzau, D.: Superconvergence of the local discontinuous Galerkin method for elliptic problems on cartesian grids. SIAM J. Numer. Anal. 39, 264–285 (2001)
Han, H., Kellogg, R. B.: Differentiability properties of solutions of the equation − εΔu + ru = f(x,y) in a square. SIAM J. Math. Anal. 21, 394–408 (1990)
Lin, R., Stynes, M.: A balanced finite element method for singularly perturbed reaction-diffusion problems. SIMA J. Numer. Anal. 50(5), 2729–2743 (2012)
Linß, T.: Layer-adapted meshes for convection-diffusion problems. Comput. Methods Appl. Mech. Engrg. 192(9-10), 1061–1105 (2003)
Liu, F., Madden, N., Stynes, M., Zhou, A.: A two-scale sparse grid method for a singularly perturbed reaction-diffusion problem in two dimensions. IMA J. Numer. Anal. 29(4), 986–1007 (2009)
Madden, N., Stynes, M.: A weighted and balanced FEM for singularly perturbed reaction-diffusion problems. Calcolo. https://doi.org/10.1007/s10092-021-00421-w(2021)
Melenk, J. M., Xenophontos, C.: Robust exponential convergence of hp-FEM in balanced norms for singularly perturbed reaction-diffusion equations. Calcolo. 53, 105–132 (2016)
Mei, Y. J., Cheng, Y., Wang, S., Xu, Z.: Local discontinuous Galerkin method on layer-adapted meshes for singularly perturbed reaction-diffusion problems in two dimensions. arXiv:2103.01083
Miller, J. J. H., Riordan, E.O., Shishkin, G.I.: Fitted numerical methods for singular perturbation problems. Error estimates in the maximum norm for linear problems in one and two dimensions. World Scientific, Singapore (1996)
Reed, W. H., Hill, T. R.: Triangular mesh methods for the neutron transport equation. Los Alamos Scientific Laboratory report LA-UR-73-479, Los Alamos (1973)
Roos, H. G., Schopf, M.: Convergence and stability in balanced norms of finite element methods on Shishkin meshes for reaction-diffusion problems. ZAMM Z. Angew. Math. Mech. 95(6), 551–565 (2015)
Roos, H. G., Stynes, M., Tobiska, L.: Robust Numerical Methods for Singularly Perturbed Differential Equations. Springer, Berlin (2008)
Schötzau, D., Schwab, C.: Time discretization of parabolic problems by the hp-version of the discontinuous Galerkin finite element method. SIAM J. Numer. Anal. 38, 837–875 (2000)
Shishkin, G.: Grid Approximation of Singularly Perturbed Elliptic and Parabolic Equations (Second Doctorial Thesis). Keldysh Institute, Moscow (in Russian (1990)
Xie, Z., Zhang, Z. Z., Zhang, Z. Z.: A numerical study of uniform superconvergence of LDG method for solving singularly perturbed problems. J. Comput. Math. 27(2-3), 280–298 (2009)
Xie, Z., Zhang, Z.: Uniform superconvergence analysis of the discontinuous Galerkin method for a singularly perturbed problem in 1-D. Math. Comp. 79(269), 35–45 (2010)
Xu, Y., Shu, C. W.: Local discontinous Galerkin methods for high-order time-dependent partial differetial equations. Commun. Comput. Phys. 7, 1–46 (2010)
Zarin, H., Roos, H.G.: On the discontinuous Galerkin finite element method for reaction-diffusion problems:, error estimates in energy and balanced norms. arXiv:1705.04126
Zhu, H., Tian, H., Zhang, Z.: Convergence analysis of the LDG method for singularly perturbed two-point boundary value problems. Comm. Math. Sci. 9(4), 1013–1032 (2011)
Zhu, H., Zhang, Z.: Uniform convergence of the LDG method for a singularly perturbed problem with the exponential boundary layer. Math. Comp. 83(286), 635–663 (2014)
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The authors gratefully acknowledge the editor and the two anonymous referees for their time and invaluable suggestions, which considerably improved the quality of the paper.
Funding
This research was supported by National Natural Science Foundation of China (No. 11801396), Natural Science Foundation of Jiangsu Province (No. BK20170374), and Natural Science Foundation of the Jiangsu Higher Education Institutions of China (No. 17KJB110016).
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Cheng, Y., Yan, L. & Mei, Y. Balanced-norm error estimate of the local discontinuous Galerkin method on layer-adapted meshes for reaction-diffusion problems. Numer Algor 91, 1597–1626 (2022). https://doi.org/10.1007/s11075-022-01316-9
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DOI: https://doi.org/10.1007/s11075-022-01316-9