Skip to main content
Log in

A higher order richardson scheme for a singularly perturbed semilinear elliptic convection-diffusion equation

  • Published:
Computational Mathematics and Mathematical Physics Aims and scope Submit manuscript

Abstract

The Dirichlet problem on a vertical strip is examined for a singularly perturbed semilinear elliptic convection-diffusion equation. For this problem, the basic nonlinear difference scheme based on the classical approximations on piecewise uniform grids condensing in the vicinity of boundary layers converges ɛ-uniformly with an order at most almost one. The Richardson technique is used to construct a nonlinear scheme that converges ɛ-uniformly with an improved order, namely, at the rate O(N −21 ln2 N 1 + N −22 ), where N 1 + 1 and N 2 + 1 are the number of grid nodes along the x 1-axis and per unit interval of the x 2-axis, respectively. This nonlinear basic scheme underlies the linearized iterative scheme, in which the nonlinear term is calculated using the values of the sought function found at the preceding iteration step. The latter scheme is used to construct a linearized iterative Richardson scheme converging ɛ-uniformly with an improved order. Both the basic and improved iterative schemes converge ɛ-uniformly at the rate of a geometric progression as the number of iteration steps grows. The upper and lower solutions to the iterative Richardson schemes are used as indicators, which makes it possible to determine the iteration step at which the same ɛ-uniform accuracy is attained as that of the non-iterative nonlinear Richardson scheme. It is shown that no Richardson schemes exist for the convection-diffusion boundary value problem converging ɛ-uniformly with an order greater than two. Principles are discussed on which the construction of schemes of order greater than two can be based.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. N. S. Bakhvalov, “On the Optimization of Methods for Solving Boundary Value Problems in the Presence of a Boundary Layer,” Zh. Vychisl. Mat. Mat. Fiz. 9, 841–859 (1969).

    MATH  Google Scholar 

  2. A. M. Il’in, “Differencing Scheme for a Differential Equation with a Small Parameter Affecting the Highest Derivative,” Mat. Zametki 6(2), 237–248 (1969) [Math. Notes 6, 596–602 (1969)].

    MATH  MathSciNet  Google Scholar 

  3. G. I. Shishkin, Grid Approximations of Singularly Perturbed Elliptic and Parabolic Equations (Ural. Otd. Ross. Akad. Nauk, Yekaterinburg, 1992) [in Russian].

    Google Scholar 

  4. J. J. H. Miller, E. Riordan, and G. I. Shishkin, Fitted Numerical Methods for Singular Perturbation Problems (World Scient., Singapore, 1996).

    MATH  Google Scholar 

  5. H.-G. Roos, M. Stynes, and L. Tobiska, Numerical Methods for Singularly Perturbed Differential Equations. Convection-Diffusion-Reaction and Flow Problems (Berlin: Springer, 2008) 2nd ed.

    MATH  Google Scholar 

  6. P. A. Farrell, A. F. Hegarty, J. J. H. Miller, E. O’Riordan, and G. I. Shishkin, Robust Computational Techniques for Boundary Layers (Chapman and Hall/CRC, Boca Raton, FL, 2000).

    MATH  Google Scholar 

  7. G. I. Shishkin and L. P. Shishkina, Difference Methods for Singular Perturbation Problems. (Ser. Monographs & Surveys in Pure & Appl. Math.) (Chapman and Hall/CRC, Boca Raton, Fl, 2009).

    Google Scholar 

  8. K. Bömer and H. Stetter, Defect correction methods. Theory and applications. Wien-New: Computing, Suppl. 5 (Springer, Wien-New York, 1984).

    Google Scholar 

  9. G. I. Marchuk and V. V. Shaidurov, Improving the Accuracy of Finite Difference Schemes (Nauka, Moscow, 1979) [in Russian].

    Google Scholar 

  10. G. I. Marchuk, Methods of Numerical Mathematics (Springer, New York, 1982; Nauka, Moscow, 1989).

    MATH  Google Scholar 

  11. G. I. Shishkin, “Improving the Accuracy of Approximate Solutions by Correcting the Residual for Singularly Perturbed Equations with Convective Terms,” Izv. Vyssh. Uchebn. Zaved., Mat., No. 5, 81–93 (1999).

  12. P. W. Hemker, G. I. Shishkin, and L. P. Shishkina, “Uniform Schemes with High-Order Time-Accuracy for Parabolic Singular Perturbation Problems,” IMA J. Numer. Analys 20(1), 99–121 (2000).

    Article  MATH  MathSciNet  Google Scholar 

  13. P. W. Hemker, G. I. Shishkin, and L. P. Shishkina, “Novel Defect-Correction High-Order, in Space and Time, Accurate Schemes for Parabolic Singularly Perturbed Convection-Diffusion Problems,” Comput. Meth. Appl. Math 3(3), 387–404 (2003).

    MATH  MathSciNet  Google Scholar 

  14. G. I. Shishkin, “Improving the Accuracy of Solutions to Finite Difference Schemes for Parabolic Equations with a Small Parameter Multiplying the Higher Order Derivative,” Zh. Vychisl. Mat. Mat. Fiz. 24, 864–875 (1984).

    MATH  MathSciNet  Google Scholar 

  15. G. I. Shishkin, “Finite-Difference Approximations for Singularly Perturbed Elliptic Equations,” Zh. Vychisl. Mat. Mat. Fiz. 38, 1989–2001 (1998) [Comput. Math. Math. Phys. 38, 1909–19921 (1998)].

    MathSciNet  Google Scholar 

  16. P. W. Hemker, G. I. Shishkin, and L. P. Shishkina, “High-Order Accurate Decomposition of Richardson’s Method for a Singularly Perturbed Elliptic Reaction-Diffusion Equation,” Comput. Math. Math. Phys. 44(2), 309–316 (2004).

    MathSciNet  Google Scholar 

  17. G. I. Shishkin, “Robust Novel High-Order Accurate Numerical Methods for Singularly Perturbed Convection-Diffusion Problems,” Math. Model. Anal. 10(4), 393–412 (2005).

    MATH  MathSciNet  Google Scholar 

  18. A. A. Samarskii, Theory of Finite Difference Schemes (Nauka, Moscow, 1989; Marcel Dekker, New York, 2001).

    Google Scholar 

  19. L. P. Shishkina, “The Richardson Method of High-Order Accuracy in t for a Semilinear Singularly Perturbed Parabolic Reaction-Diffusion Equation on a Strip,” in Proc. Int. Conf. ICCM’ 2004, Novosibirsk, 2004 (ICM&MG, Novosibirsk, 2004), pp. 927–931.

    Google Scholar 

  20. L. P. Shishkina and G. I. Shishkin, “The Discrete Richardson Method for Semilinear Parabolic Singularly Perturbed Convection-Diffusion Equations,” in Proc. 10th Int. Conf. MMA’2005&CMAM2, Trakai, Lithuania, 2005: Math. Modelling and Analysis (Technika, Vilnius, 2005), pp. 259–264.

    Google Scholar 

  21. G. I. Shishkin and L. P. Shishkina, “A Higher-Order Richardson Method for a Quasilinear Singularly Perturbed Elliptic Reaction-Diffusion Equation,” Differ. Uravn. 41, 980–989 (2005) [Differ. Equations 41, 1030–1039 (2005)].

    MathSciNet  Google Scholar 

  22. G. I. Shishkin, “Grid Approximation of Singularly Perturbed Boundary Value Problem for the Quasi-Linear Elliptic Equation Degenerating Into the First-Order Equation,” Soviet J. Numer. Analys. Math. Modelling 6(1), 61–81 (1991).

    Article  MATH  MathSciNet  Google Scholar 

  23. G. I. Shishkin, “Finite Difference Approximation of a Singularly Perturbed Boundary Value Problem for Quasi-Linear Elliptic Equations Degenerating into a First-Order Equation,” Zh. Vychisl. Mat. Mat. Fiz. 32, 558–566 (1992).

    Google Scholar 

  24. G. I. Shishkin, “Grid Approximation of Singularly Perturbed Boundary Value Problem for Quasi-Linear Parabolic Equations in Case of Complete Degeneracy in Spatial Variables,” Soviet J. Numer. Anal. Math. Modelling 6(3), 243–261 (1991).

    Article  MATH  MathSciNet  Google Scholar 

  25. M. H. Protter and H. F. Weinberger, Maximum Principles in Differential Equations (Prentice-Hall, Englewood Cliffs, NJ, 1967).

    Google Scholar 

  26. A. Friedman, Partial Differential Equations of Parabolic Type (Prentice-Hall, Englewood Cliffs, 1964; Mir, Moscow, 1968).

    MATH  Google Scholar 

  27. O. A. Ladyzhenskaya and N. N. Ural’tseva, The Boundary Value Problems of Mathematical Physics (Nauka, Moscow, 1973; Springer, New York, 1985).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. I. Shishkin.

Additional information

Original Russian Text © G.I. Shishkin, L.P. Shishkina, 2010, published in Zhurnal Vychislitel’noi Matematiki i Matematicheskoi Fiziki, 2010, Vol. 50, No. 3, pp. 458–478.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Shishkin, G.I., Shishkina, L.P. A higher order richardson scheme for a singularly perturbed semilinear elliptic convection-diffusion equation. Comput. Math. and Math. Phys. 50, 437–456 (2010). https://doi.org/10.1134/S0965542510030061

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0965542510030061

Key words

Navigation