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Spline Techniques for Solving Singularly-Perturbed Nonlinear Problems on Nonuniform Grids

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Abstract

A numerical method based on cubic splines with nonuniform grid is given for singularly-perturbed nonlinear two-point boundary-value problems. The original nonlinear equation is linearized using quasilinearization. Difference schemes are derived for the linear case using a variable-mesh cubic spline and are used to solve each linear equation obtained via quasilinearization. Second-order uniform convergence is achieved. Numerical examples are given in support of the theoretical results.

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References

  1. HOWES, F. A., Singular Perturbations and Differential Inequalities, Memoirs of the American Mathematical Society, Providence, Rhode Island, Vol. 168, 1976.

    Google Scholar 

  2. CARRIER, G. F., Singular Perturbations and Geophysics, SIAM Review, Vol. 12, pp. 175–193, 1970.

    Google Scholar 

  3. CHANG, K. W., and HOWES, F. A., Nonlinear Singular-Perturbation Phenomena: Theory and Application, Springer Verlag, New York, NY, 1984.

    Google Scholar 

  4. TURCOTTE, D. L., and SCHUBERT, G., Geodynamics: Application of Continuum Physics to Geological Problems, Wiley, New York, NY, 1982.

    Google Scholar 

  5. HANKS, T. C., Model Relating Heat-Flow Values Near and Vertical Velocities of Mass Transport Beneath Oceanic Rises, Journal of Geophysics and Research, Vol. 76, pp. 537–544, 1971.

    Google Scholar 

  6. VULANOVIC, R. FARRELL, P. A., and LIN, P., Numerical Solution of Nonlinear Singular-Perturbation Problems Modelling Chemical Reactions, Applications of Advanced Computational Methods for Boundary and Interior Layers, Boole Press, Dublin, Ireland, pp. 192–213, 1993.

    Google Scholar 

  7. ARDEMA, M. D., Editor, Singular Perturbations in Systems and Control, Springer Verlag, New York, NY, 1983.

    Google Scholar 

  8. HOWES, F. A., Boundary-Interior Layer Interactions in Nonlinear Singular-Perturbation Theory, Memoirs of the American Mathematical Society, Providence, Rhode Island, Vol. 203, 1978.

    Google Scholar 

  9. O'MALLEY, R. E., Introductions to Singular Perturbations, Academic Press, New York, NY, 1974.

    Google Scholar 

  10. ABRAHAMSSON, L., and OSHER, S., Monotone Difference Schemes for Singular Perturbation Problems, SIAM Journal on Numerical Analysis, Vol. 19, pp. 979–992, 1982.

    Google Scholar 

  11. 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 

  12. KREISS, B., and KREISS, H. O., Numerical Methods for Singular-Perturbation Problems, SIAM Journal on Numerical Analysis, Vol. 18, pp. 262–276, 1981.

    Google Scholar 

  13. RAMOS, J. I., and GARCIA-LOPEZ, C. M., Nonstandard Finite-Difference Equations for ODEs and 1D PDEs Based on Piecewise Linearization, Applied Mathematics and Computation, Vol. 86, pp. 11–36, 1997.

    Google Scholar 

  14. VULANOVIC, R., High-Order Monotone Schemes for a Nonlinear Singular-Perturbation Problem, Zeitschrift für Angewandte Mathematik und Mechanik, Vol. 68, pp. 428–430, 1988.

    Google Scholar 

  15. VULANOVIC, R., A Second-Order Numerical Method for Nonlinear Singular-Perturbation Problems without Turning Points, Akademiya Nauk SSSR, Zhurnal Vychislitelnoi Matematiki i Matematicheskoi Fiziki, Vol. 31, pp. 522–532, 1991.

    Google Scholar 

  16. BLATOV, I. A., BLATOVA, V. V., ROZHEC, Y. B., and STRYGIN, V. V., Galerkin-PetroMethod for Strongly Nonlinear Singularly-Perturbed Boundary-Value Problems on Special Meshes, Applied Numerical Mathematics, Vol. 25, pp. 321–332, 1997.

    Google Scholar 

  17. ASCHER, U., and WEISS, R., Collocation for Singular-Perturbation Problems, III: Nonlinear Problems without Turning Points, SIAM Journal on Scientific and Statistical Computing, Vol. 5, pp. 811–829, 1984.

    Google Scholar 

  18. MARUSIC, M., and ROGINA, M., A Collocation Method for Singularly-Perturbed Two-Point Boundary-Value Problems with Splines in Tension, Advances in Computational Mathematics, Vol. 6, pp. 65–76, 1996.

    Google Scholar 

  19. MAIER, M. R., An Adaptive Shooting Method for Singularly-Perturbed Boundary-Value Problems, SIAM Journal on Scientific and Statistical Computing, Vol. 7, pp. 418–440, 1986.

    Google Scholar 

  20. CASH, J. R., On the Numerical Integration of Nonlinear Two-Point Boundary-Value Problems Using Iterated Deferred Corrections, II: The Development and Analysis of Highly Stable Deferred Correction Formulas, SIAM Journal on Numerical Analysis, Vol. 25, pp. 862–882, 1988.

    Google Scholar 

  21. CASH, J. R. and WRIGHT, M. H., A Deferred Correction Method for Nonlinear Two-Point Boundary-Value Problems: Implementation and Numerical Eûaluation, SIAM Journal on Scientific and Statistical Computing, Vol. 12, pp. 971–989, 1991.

    Google Scholar 

  22. WANG, G. Y., The Application of Integral Equations to the Numerical Solution of Nonlinear Singular-Perturbation Problems, Journal of Computational Mathematics, Vol. 12, pp. 36–45, 1994.

    Google Scholar 

  23. BELLMAN, R., and KALABA, R., Quasilinearization and Nonlinear Boundary-Value Problems, American Elsevier, New York, NY, 1965.

    Google Scholar 

  24. AHLBERG, J. H., NILSON, E. N., and WALSH, J. L., The Theory of Splines and Their Applications, Academic Press, New York, NY, 1967.

    Google Scholar 

  25. 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 

  26. 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 

  27. BERGER, A. E., HAN, H., and KELLOGG, R. B., A Priori Estimates and Analysis of a Numerical Method for a Turning Point Problem, Mathematics of Computation, Vol. 42, pp. 465–492, 1984.

    Google Scholar 

  28. HEMKER, P. W., A Numerical Study of Stiff Two-Point Boundary Problems, Mathematisch Centrum, Amsterdam, Holland 1977.

    Google Scholar 

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Kadalbajoo, M., Patidar, K. Spline Techniques for Solving Singularly-Perturbed Nonlinear Problems on Nonuniform Grids. Journal of Optimization Theory and Applications 114, 573–591 (2002). https://doi.org/10.1023/A:1016023012671

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