Skip to main content
Log in

Spline Techniques for the Numerical Solution of Singular Perturbation Problems

  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

One-dimensional singularly-perturbed two-point boundary-value problems arising in various fields of science and engineering (for instance, fluid mechanics, quantum mechanics, optimal control, chemical reactor theory, aerodynamics, reaction-diffusion processes, geophysics, etc.) are treated. Either these problems exhibits boundary layer(s) at one or both ends of the underlying interval or they possess oscillatory behavior depending on the nature of the coefficient of the first derivative term. Some spline difference schemes are derived for these problems using splines in compression and splines in tension. Second-order uniform convergence is achieved for both kind of schemes. By making use of the continuity of the first-order derivative of the spline function, a tridiagonal system is obtained which can be solved efficiently by well-known algorithms. Numerical examples are given to illustrate the theory.

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. FLAHERTY, J. E., and MATHON, W., Collocation with Polynomial and Tension Splines for Singularly-Perturbed Boundary-Value Problems, SIAM Journal on Scientific and Statistical Computations, Vol. 1, pp. 260–289, 1980.

    Google Scholar 

  2. CHIN, R. C., and KRASNY, R., A Hybrid Asymptotic Finite-Element Method for Stiff Two-Point Boundary-Value Problems, SIAM Journal on Scientific and Statistical Computations, Vol. 4, pp. 229–243, 1983.

    Google Scholar 

  3. SAKAI, M., and USMANI, R. A., A Class of Simple Exponential B-Splines and Their Application to Numerical Solution of Singular Perturbation Problems, Numerische Mathematik, Vol. 55, pp. 493–500, 1989.

    Google Scholar 

  4. JAIN, M. K., and AZIZ, T., Numerical Solution of Stiff and Conuection-Diffusion Equations Using Adaptiue Spline Function Approximation, Applied Mathematical Modelling, Vol. 7, pp. 57–62, 1983.

    Google Scholar 

  5. STYNES, M., and O'RIORDAN, E., A Finite-Element Method for a Singularly Perturbed Boundary-Value Problem, Numerische Mathematik, Vol. 50, pp. 1–15, 1986.

    Google Scholar 

  6. ABRAHAMSSON, L. R., KELLER, H. B., and KREISS, H. O., Difference Approximations for Singular Perturbations of a System of Ordinary Differential Equations, Numerische Mathematik, Vol. 22, pp. 367–391, 1974.

    Google Scholar 

  7. KREISS, B., and KREISS, H. O., Numerical Methods for Singular Perturbation Problems, SIAM Journal on Numerical Analysis, Vol. 46, pp. 138–165, 1982.

    Google Scholar 

  8. JAIN, M. K., Spline Function Approximation in Discrete Mechanics, International Journal of Nonlinear Mechanics, Vol. 14, pp. 341–345, 1979.

    Google Scholar 

  9. SCHWEIKERT, D., An Interpolation Curue Using Splines in Tension, Journal of Mathematics and Physics, Vol. 45, pp. 312–317, 1966.

    Google Scholar 

  10. PRUESS, S., Properties of Splines in Tension, Journal of Approximation Theory, Vol. 17, pp. 86–96, 1976.

    Google Scholar 

  11. DE BOOR, C., A Practical Guide to Splines, Applied Mathematical Science Series, Springer Verlag, New York, NY, Vol. 27, 1978.

    Google Scholar 

  12. DOOLAN, E. P., MILLER, J. J. H., and SCHILDERS, W. H. A., Uniform Numerical Methods for Problems with Initial and Boundary Layers, Boole Press, Dublin, Ireland, 1980.

    Google Scholar 

  13. KELLOGG, R. B., and TSAN, A., Analysis of Some Difference Approximations for a Singular Perturbation Problem without Turning Points, Mathematics of Computation, Vol. 32, pp. 1025–1039, 1978.

    Google Scholar 

  14. BERGER, A. E., SOLOMON, J. M., and CIMENT, M., An Analysis of a Uniformly Accurate Difference Method for a Singular Perturbation Problem, Mathematics of Computation, Vol. 37, pp. 79–94, 1981.

    Google Scholar 

  15. BENDER, C. M., and ORSZAG, S. A., Aduanced Mathematical Methods for Scientists and Engineers, McGraw-Hill, New York, NY, 1978.

    Google Scholar 

  16. VUKOSLAVČ EVI?, V., and SURLA, K., Finite-Element Method for Soluing Self-Adjoint Singularly-Perturbed Boundary-Value Problems, Mathematica Montisnigri, Vol. 7, pp. 89–86, 1996.

    Google Scholar 

  17. LORENZ, J., Combination of Initial and Boundary-Value Methods for a Class of Singular Perturbation Problems, Numerical Analysis of Singular Perturbation Problems, Edited by P. W. Hemker and J. J. H. Miller, Academic Press, New York, NY, pp. 295–315, 1979.

    Google Scholar 

  18. GARTLAND, E. C., JR., Uniformly High-Order Difference Schemes for a Singularly-Perturbed Two-Point Boundary-Value Problem, Mathematics of Computation, Vol. 48, pp. 551–564, 1987.

    Google Scholar 

  19. BERGER, A. E., SOLOMON, J. M., CIMENT, M., LEVENTHAL, S. H., and WEINBERG, B. C., Generalized Operator Compact Implicit Schemes for Boundary-Layer Problems, Mathematics of Computation, Vol. 35, pp. 695–731, 1980.

    Google Scholar 

  20. STOJANOVIC, M., A First-Order Accuracy Scheme on a Nonuniform Mesh, Publications de l'Institut Mathematique, Vol. 42, pp. 155–165, 1987.

    Google Scholar 

  21. STOJANOVIC, M., A Uniformly Conuergent Quadratic Spline Difference Scheme for Singular Perturbation Problems, Mat.-Vesnik, Vol. 39, pp. 463–473, 1987.

    Google Scholar 

  22. SURLA, K., and JERKOVIC, V., Analysis of an Exponentially Fitted Spline Collocation Method for a Singular Perturbation Problem, 5th Conference on Applied Mathematics, Ljubljana, Slovenia, pp. 153–159, 1986.

    Google Scholar 

  23. SURLA, K., and UZELAC, Z., Sufficient Conditions for the Uniform Conuergence of a Class of Spline Difference Schemes for Singularly Perturbed Problems, Publications de l'Institut Mathematique, Vol. 44, pp. 127–136, 1988.

    Google Scholar 

  24. MILLER, J. J. H., O'RIORDAN, E., and SHISHKIN, G. I., Fitted Numerical Methods for Singular Perturbation Problems, World Scientific, Singapore, Republic of Singapore, 1996.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kadalbajoo, M., Patidar, K. Spline Techniques for the Numerical Solution of Singular Perturbation Problems. Journal of Optimization Theory and Applications 112, 575–594 (2002). https://doi.org/10.1023/A:1017968116819

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1017968116819

Navigation