Abstract
We propose a new analysis of convergence for a kth order (\(k\ge 1\)) finite element method, which is applied on Bakhvalov-type meshes to a singularly perturbed two-point boundary value problem. A novel interpolant is introduced, which has a simple structure and is easy to generalize. By means of this interpolant, we prove an optimal order of uniform convergence with respect to the perturbation parameter. Numerical experiments illustrate these theoretical results.
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References
Bahvalov, N.S.: On the optimization of the methods for solving boundary value problems in the presence of a boundary layer. Zh. Vychisl. Mat. Mat. Fiz. 9, 841–859 (1969)
Benzi, M., Golub, G.H., Liesen, J.: Numerical solution of saddle point problems. Acta Numer. 14, 1–137 (2005)
Brdar, M., Zarin, H.: A singularly perturbed problem with two parameters on a Bakhvalov-type mesh. J. Comput. Appl. Math. 292, 307–319 (2016). https://doi.org/10.1016/j.cam.2015.07.011
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods, Texts in Applied Mathematics, vol. 15, 3rd edn. Springer, New York (2008). https://doi.org/10.1007/978-0-387-75934-0
The Finite Element Method for Elliptic Problems. Classics in Applied Mathematics, vol. 40. Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA (2002). https://doi.org/10.1137/1.9780898719208
Kopteva, N.: On the convergence, uniform with respect to the small parameter, of a scheme with central difference on refined grids. Zh. Vychisl. Mat. Mat. Fiz. 39(10), 1662–1678 (1999)
Kopteva, N., Savescu, S.B.: Pointwise error estimates for a singularly perturbed time-dependent semilinear reaction-diffusion problem. IMA J. Numer. Anal. 31(2), 616–639 (2011). https://doi.org/10.1093/imanum/drp032
Linß, T.: Solution decompositions for linear convection–diffusion problems. Z. Anal. Anwendungen 21(1), 209–214 (2002). https://doi.org/10.4171/ZAA/1073
Linß, T.: Layer-Adapted Meshes for Reaction–Convection–Diffusion problems. Lecture Notes in Mathematics, vol. 1985. Springer, Berlin (2010)
Liu, X., Stynes, M., Zhang, J.: Supercloseness of edge stabilization on Shishkin rectangular meshes for convection-diffusion problems with exponential layers. IMA J. Numer. Anal. 38(4), 2105–2122 (2018). https://doi.org/10.1093/imanum/drx055
Miller, J.J.H., O’Riordan, E., Shishkin, G.I.: Fitted Numerical Methods for Singular Perturbation Problems. In: Error Estimates in the Maximum Norm for Linear Problems in One and Two Dimensions, revised edn. World Scientific Publishing Co. Pte. Ltd., Hackensack, NJ (2012). https://doi.org/10.1142/9789814390743
Nhan, T.A., Vulanovic, R.: The Bakhvalov mesh: a complete finite-difference analysis of two-dimensional singularly perturbed convection-diffusion problems. Numer. Algorithms (To appear) (2020)
Roos, H., Stynes, M., Tobiska, L.: Robust Numerical Methods for Singularly Perturbed Differential Equations. In: Springer Series in Computational Mathematics, vol. 24, 2nd edn. Springer, Berlin (2008)
Roos, H.G.: Error estimates for linear finite elements on Bakhvalov-type meshes. Appl. Math. 51(1), 63–72 (2006). https://doi.org/10.1007/s10492-006-0005-y
Roos, H.G., Stynes, M.: Some open questions in the numerical analysis of singularly perturbed differential equations. Comput. Methods Appl. Math. 15(4), 531–550 (2015). https://doi.org/10.1515/cmam-2015-0011
Russell, S., Stynes, M.: Balanced-norm error estimates for sparse grid finite element methods applied to singularly perturbed reaction–diffusion problems. J. Numer. Math. 27(1), 37–55 (2019). https://doi.org/10.1515/jnma-2017-0079
Shishkin, G.I.: Grid approximation of singularly perturbed elliptic and parabolic equations (in Russian). 2nd doctoral thesis, Keldysh Institute, Moscow (1990)
Stynes, M., O’Riordan, E.: A uniformly convergent Galerkin method on a Shishkin mesh for a convection–diffusion problem. J. Math. Anal. Appl. 214(1), 36–54 (1997)
Teofanov, L., Brdar, M., Franz, S., Zarin, H.: SDFEM for an elliptic singularly perturbed problem with two parameters. Calcolo 55(4), 20 (2018). https://doi.org/10.1007/s10092-018-0293-0
Zhang, J., Liu, X.: Superconvergence of finite element method for singularly perturbed convection-diffusion equations in 1D. Appl. Math. Lett. 98, 278–283 (2019). https://doi.org/10.1016/j.aml.2019.06.018
Zhang, J., Liu, X., Yang, M.: Optimal order \(L^2\) error estimate of SDFEM on Shishkin triangular meshes for singularly perturbed convection-diffusion equations. SIAM J. Numer. Anal. 54(4), 2060–2080 (2016). https://doi.org/10.1137/15M101035X
Zhang, J., Stynes, M.: Supercloseness of continuous interior penalty method for convection-diffusion problems with characteristic layers. Comput. Methods Appl. Mech. Eng. 319, 549–566 (2017). https://doi.org/10.1016/j.cma.2017.03.013
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We thank the two anonymous referees for their valuable comments and suggestions that led us to improve this paper.
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This research is supported by National Natural Science Foundation of China (11771257, 11601251), Shandong Provincial Natural Science Foundation, China (ZR2017MA003).
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Zhang, J., Liu, X. Optimal Order of Uniform Convergence for Finite Element Method on Bakhvalov-Type Meshes. J Sci Comput 85, 2 (2020). https://doi.org/10.1007/s10915-020-01312-y
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DOI: https://doi.org/10.1007/s10915-020-01312-y
Keywords
- Singular perturbation
- Convection–diffusion equation
- Finite element method
- Bakhvalov-type mesh
- Uniform convergence