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Enhanced accuracy by post-processing for finite element methods for hyperbolic equations. (English) Zbl 1015.65049

The enhancement of accuracy, by means of a simple post-processing technique, for finite element approximations to transient hyperbolic equations is considered. The post-processing is a convolution with a kernel whose support has measure of order one in the case of arbitrary unstructured meshes; if the mesh is locally translation invariant, the support of the kernel is a cube whose edges are of size of the order of \(\Delta x\) only.
For example, when polynomials of degree \(k\) are used in the discontinuous Galerkin (DG) method, and the exact solution is globally smooth, the DG method is of order \(k+1/2\) in the \(L^2\)-norm, whereas the post-processed approximation is of order \(2k+1\); if the exact solution is in \(L^2 \) only, in which case no order of convergence is available for the DG method, the post-processed approximation converges with order \(k + 1/2\) in \(L^2 \left( {\Omega _0 }\right),\) where \(\Omega _0\) is a subdomain over which the exact solution is smooth. Numerical results displaying the sharpness of the estimates are presented.

MSC:

65M60 Finite element, Rayleigh-Ritz and Galerkin methods for initial value and initial-boundary value problems involving PDEs
35L65 Hyperbolic conservation laws
65M15 Error bounds for initial value and initial-boundary value problems involving PDEs
65M12 Stability and convergence of numerical methods for initial value and initial-boundary value problems involving PDEs
Full Text: DOI

References:

[1] Slimane Adjerid, Mohammed Aiffa, and Joseph E. Flaherty, Computational methods for singularly perturbed systems, Analyzing multiscale phenomena using singular perturbation methods (Baltimore, MD, 1998) Proc. Sympos. Appl. Math., vol. 56, Amer. Math. Soc., Providence, RI, 1999, pp. 47 – 83. · Zbl 0827.65097 · doi:10.1090/psapm/056/1718897
[2] Slimane Adjerid, Mohammed Aiffa, and Joseph E. Flaherty, High-order finite element methods for singularly perturbed elliptic and parabolic problems, SIAM J. Appl. Math. 55 (1995), no. 2, 520 – 543. Perturbation methods in physical mathematics (Troy, NY, 1993). · Zbl 0827.65097 · doi:10.1137/S0036139993269345
[3] M.Y.T. Apelkrans, Some properties of difference schemes for hyperbolic equations with discontinuities and a new method with almost quadratic convergence, Tech. Report 15A, Uppsala University, Dept. of Computer Science, 1969.
[4] L.A. Bales, Some remarks on post-processing and negative norm estimates for approximations to nonsmooth solutions of hyperbolic equations, Comm. Numer. Methods Engrg. 9 (1993), 701-710. CMP 93:17
[5] J. H. Bramble and A. H. Schatz, Higher order local accuracy by averaging in the finite element method, Math. Comp. 31 (1977), no. 137, 94 – 111. · Zbl 0353.65064
[6] Philip Brenner, Vidar Thomée, and Lars B. Wahlbin, Besov spaces and applications to difference methods for initial value problems, Lecture Notes in Mathematics, Vol. 434, Springer-Verlag, Berlin-New York, 1975. · Zbl 0294.35002
[7] Hans Forrer and Marsha Berger, Flow simulations on Cartesian grids involving complex moving geometries, Hyperbolic problems: theory, numerics, applications, Vol. I (Zürich, 1998) Internat. Ser. Numer. Math., vol. 129, Birkhäuser, Basel, 1999, pp. 315 – 324. · Zbl 0936.76040
[8] Bernardo Cockburn and Chi-Wang Shu, TVB Runge-Kutta local projection discontinuous Galerkin finite element method for conservation laws. II. General framework, Math. Comp. 52 (1989), no. 186, 411 – 435. · Zbl 0662.65083
[9] Bernardo Cockburn and Chi-Wang Shu, The local discontinuous Galerkin method for time-dependent convection-diffusion systems, SIAM J. Numer. Anal. 35 (1998), no. 6, 2440 – 2463. · Zbl 0927.65118 · doi:10.1137/S0036142997316712
[10] Jim Douglas Jr., Superconvergence in the pressure in the simulation of miscible displacement, SIAM J. Numer. Anal. 22 (1985), no. 5, 962 – 969. · Zbl 0624.65124 · doi:10.1137/0722058
[11] Bjorn Engquist and Björn Sjögreen, The convergence rate of finite difference schemes in the presence of shocks, SIAM J. Numer. Anal. 35 (1998), no. 6, 2464 – 2485. · Zbl 0922.76254 · doi:10.1137/S0036142997317584
[12] R. P. Fedorenko, Application of high-accuracy difference schemes to the numerical solution of hyperbolic equations, Ž. Vyčisl. Mat. i Mat. Fiz. 2 (1962), 1122 – 1128 (Russian).
[13] David Gottlieb and Eitan Tadmor, Recovering pointwise values of discontinuous data within spectral accuracy, Progress and supercomputing in computational fluid dynamics (Jerusalem, 1984) Progr. Sci. Comput., vol. 6, Birkhäuser Boston, Boston, MA, 1985, pp. 357 – 375. · Zbl 0597.65099
[14] Bertil Gustafsson, Heinz-Otto Kreiss, and Joseph Oliger, Time dependent problems and difference methods, Pure and Applied Mathematics (New York), John Wiley & Sons, Inc., New York, 1995. A Wiley-Interscience Publication. · Zbl 0843.65061
[15] Claes Johnson and Uno Nävert, An analysis of some finite element methods for advection-diffusion problems, Analytical and numerical approaches to asymptotic problems in analysis (Proc. Conf., Univ. Nijmegen, Nijmegen, 1980) North-Holland Math. Stud., vol. 47, North-Holland, Amsterdam-New York, 1981, pp. 99 – 116. · Zbl 0455.76081
[16] C. Johnson and J. Pitkäranta, An analysis of the discontinuous Galerkin method for a scalar hyperbolic equation, Math. Comp. 46 (1986), no. 173, 1 – 26. · Zbl 0618.65105
[17] Boško S. Jovanović, Lav D. Ivanović, and Endre E. Süli, Convergence of a finite-difference scheme for second-order hyperbolic equations with variable coefficients, IMA J. Numer. Anal. 7 (1987), no. 1, 39 – 45. · Zbl 0624.65095 · doi:10.1093/imanum/7.1.39
[18] R.B. Lowrie, Compact higher-order numerical methods for hyperbolic conservation laws, Ph.D. thesis, University of Michigan, 1996.
[19] Andrew Majda, James McDonough, and Stanley Osher, The Fourier method for nonsmooth initial data, Math. Comp. 32 (1978), no. 144, 1041 – 1081. · Zbl 0393.65039
[20] Andrew Majda and Stanley Osher, Propagation of error into regions of smoothness for accurate difference approximations to hyperbolic equations, Comm. Pure Appl. Math. 30 (1977), no. 6, 671 – 705. · Zbl 0358.35010 · doi:10.1002/cpa.3160300602
[21] Michael S. Mock and Peter D. Lax, The computation of discontinuous solutions of linear hyperbolic equations, Comm. Pure Appl. Math. 31 (1978), no. 4, 423 – 430. · Zbl 0362.65075 · doi:10.1002/cpa.3160310403
[22] Vidar Thomée, High order local approximations to derivatives in the finite element method, Math. Comp. 31 (1977), no. 139, 652 – 660. · Zbl 0367.65055
[23] Vidar Thomée, Negative norm estimates and superconvergence in Galerkin methods for parabolic problems, Math. Comp. 34 (1980), no. 149, 93 – 113. · Zbl 0454.65077
[24] Lars B. Wahlbin, Superconvergence in Galerkin finite element methods, Lecture Notes in Mathematics, vol. 1605, Springer-Verlag, Berlin, 1995. · Zbl 0826.65092
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