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Error Analysis for hp-FEM Semi-Lagrangian Second Order BDF Method for Convection-Dominated Diffusion Problems

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Abstract

We present in this paper an analysis of a semi-Lagrangian second order Backward Difference Formula combined with hp-finite element method to calculate the numerical solution of convection diffusion equations in ℝ2. Using mesh dependent norms, we prove that the a priori error estimate has two components: one corresponds to the approximation of the exact solution along the characteristic curves, which is \(O(\Delta t^{2}+h^{m+1}(1+\frac{\mathopen{|}\log h|}{\Delta t}))\); and the second, which is \(O(\Delta t^{p}+\| \vec{u}-\vec{u}_{h}\|_{L^{\infty}})\), represents the error committed in the calculation of the characteristic curves. Here, m is the degree of the polynomials in the finite element space, \(\vec{u}\) is the velocity vector, \(\vec{u}_{h}\) is the finite element approximation of \(\vec{u}\) and p denotes the order of the method employed to calculate the characteristics curves. Numerical examples support the validity of our estimates.

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References

  1. Allievi, A., Bermejo, R.: Finite element modified method of characteristic for the Navier-Stokes equations. Int. J. Numer. Methods Fluids 32, 439–464 (2000)

    Article  MATH  Google Scholar 

  2. Babuška, I., Guo, B.Q.: The hp version of the finite element method for domains with curved boundaries. SIAM J. Numer. Anal. 25(4), 837–861 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  3. Babuška, I., Suri, M.: The p and hp versions of the finite element method, basic principles and properties. SIAM Rev. 36(4), 578–632 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bermejo, R.: Analysis of a class of quasi-monotone and conservative semi-Lagrangian advection schemes. Numer. Math. 87(4), 597–623 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bermejo, R., Carpio, J.: An adaptive finite element semi-Lagrangian implicit-explicit Runge-Kutta-Chebyshev method for convection dominated reaction-diffusion problems. Appl. Numer. Math. 58(1), 16–39 (2008)

    Article  MathSciNet  Google Scholar 

  6. Bermejo, R., El Amrani, M.: A finite element semi-Lagrangian explicit Runge-Kutta-Chebyshev method for convection dominated reaction-diffusion problems. J. Comput. Appl. Math. 154(1), 27–61 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  7. Boukir, K., Maday, Y., Métivet, B., Razafindrakoto, E.: A high-order characteristics/finite element method for the incompressible Navier-Stokes equations. Int. J. Numer. Methods Fluids 25(12), 1421–1454 (1997)

    Article  MATH  Google Scholar 

  8. Brenner, S.C., Scott, R.L.: The Mathematical Theory of Finite Element Methods. Texts in Applied Mathematics, vol. 15. Springer, New York (1994)

    MATH  Google Scholar 

  9. Brook, A., Hughes, T.: Streamline upwind/Petrov-Galerkin formulations for convection dominated flows with particular emphasis on the incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 32, 199–259 (1982)

    Article  Google Scholar 

  10. Ciarlet, P.G.: The Finite Element Method for Elliptic Problems. Classics in Applied Mathematics, vol. 40. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2002). Reprint of the 1978 original [North-Holland, Amsterdam; MR0520174 (58 #25001)]

    Book  Google Scholar 

  11. Douglas, J. Jr., Russell, T.F.: Numerical methods for convection-dominated diffusion problems based on combining the method of characteristics with finite element or finite difference procedures. SIAM J. Numer. Anal. 19(5), 871–885 (1982)

    Article  MathSciNet  MATH  Google Scholar 

  12. Falcone, M., Ferretti, R.: Convergence analysis for a class of high-order semi-Lagrangian advection schemes. SIAM J. Numer. Anal. 35(3), 909–940 (1998) (electronic)

    Article  MathSciNet  MATH  Google Scholar 

  13. Giraldo, F.X.: The Lagrange-Galerkin spectral element method on unstructured quadrilateral grids. J. Comput. Phys. 147(1), 114–146 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  14. Hairer, E., Nørsett, S.P., Wanner, G.: Solving Ordinary Differential Equations. I, 2nd edn. Springer Series in Computational Mathematics, vol. 8. Springer, Berlin (1993). Nonstiff problems

    MATH  Google Scholar 

  15. Hansbo, P.: The characteristic streamline diffusion method for convection-diffusion problems. Comput. Methods Appl. Mech. Eng. 96(2), 239–253 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  16. Hansbo, P.: The characteristic streamline diffusion method for the time-dependent incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 99(2–3), 171–186 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  17. Hughes, T.J.R., Franca, L.P., Mallet, M.: A new finite element formulation for computational fluid dynamics. VI. Convergence analysis of the generalized SUPG formulation for linear time-dependent multidimensional advective-diffusive systems. Comput. Methods Appl. Mech. Eng. 63(1), 97–112 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  18. Johnson, C.: A new approach to algorithms for convection problems which are based on exact transport + projection. Comput. Methods Appl. Mech. Eng. 100(1), 45–62 (1992)

    Article  MATH  Google Scholar 

  19. Karniadakis, G.E., Sherwin, S.J.: Spectral/hp Element Methods for CFD. Numerical Mathematics and Scientific Computation. Oxford University Press, New York (1999)

    Google Scholar 

  20. Morton, K.W.: Numerical Solution of Convection-Diffusion Problems. Applied Mathematics and Mathematical Computation, vol. 12. Chapman & Hall, London (1996)

    MATH  Google Scholar 

  21. Pironneau, O.: On the transport-diffusion algorithm and its applications to the Navier-Stokes equations. Numer. Math. 38(3), 309–332 (1981/1982)

    Article  MathSciNet  Google Scholar 

  22. Staniforth, A., Côté, J.: Semi-Lagrangian integration schemes for the atmospheric models: a review. Mon. Weather Rev. 119(9), 2206–2223 (1991)

    Article  Google Scholar 

  23. Süli, E.: Convergence and nonlinear stability of the Lagrange-Galerkin method for the Navier-Stokes equations. Numer. Math. 53(4), 459–483 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  24. Thomée, V.: Galerkin Finite Element Methods for Parabolic Problems, 2nd edn. Springer Series in Computational Mathematics, vol. 25. Springer, Berlin (2006)

    MATH  Google Scholar 

  25. Šolín, P., Segeth, K., Doležel, I.: Higher-Order Finite Element Methods. Studies in Advanced Mathematics. Chapman & Hall/CRC, Boca Raton (2004). With 1 CD-ROM (Windows, Macintosh, UNIX and LINUX)

    MATH  Google Scholar 

  26. Xiu, D., Karniadakis, G.E.: A semi-Lagrangian high-order method for Navier-Stokes equations. J. Comput. Phys. 172(2), 658–684 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  27. Xiu, D., Sherwin, S.J., Dong, S., Karniadakis, G.E.: Strong and auxiliary forms of the semi-Lagrangian method for incompressible flows. J. Sci. Comput. 25(1–2), 323–346 (2005)

    MathSciNet  MATH  Google Scholar 

  28. Xu, J., Xiu, D., Karniadakis, G.E.: A semi-Lagrangian method for turbulence simulations using mixed spectral discretizations. J. Sci. Comput. 17(1–4), 585–597 (2002)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Pedro Galán del Sastre.

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Galán del Sastre, P., Bermejo, R. Error Analysis for hp-FEM Semi-Lagrangian Second Order BDF Method for Convection-Dominated Diffusion Problems. J Sci Comput 49, 211–237 (2011). https://doi.org/10.1007/s10915-010-9454-2

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  • DOI: https://doi.org/10.1007/s10915-010-9454-2

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