A numerical approach for singular perturbation problems with an interior layer using an adaptive spline

Document Type : Research Article

Authors

Department of Mathematics, University College of Engineering, Osmania University, Hyderabad.

Abstract

An adaptive spline is used in this work to deal with singularly perturbed boundary value problems with layers in the interior region. To evaluate the layer behavior in the solution, a different technique on a uniform mesh is designed by replacing the first-order derivatives with nonstandard differences in the adaptive cubic spline. A tridiagonal solver is used to solve the tridiagonal system of the difference scheme. The fourth-order convergence of the approach is established. The validity of the suggested computational method is demonstrated through numerical experiments, which are compared to other methods in the literature. Layer profile is depicted in graphs.

Keywords

Main Subjects


1.Bender, C.M. and Orszag, S.A. Advanced mathematical methods for scien tists and engineers, International Series in Pure and Applied Mathematics. McGraw-Hill Book Co., New York, 1978.
2. Brauner, C.M., Gay, B.B. and Mathieu, J. Singular perturbations and boundary layer theory, Lecture Notes in Mathematics, Vol. 594. Springer-Verlag, Berlin-New York, 1977.
3. Doolan, E.P., Miller, J.J.H. and Schilders, W.H.A. Uniform numerical methods for problems with initial and boundary layers, Boole Press, Dún Laoghaire, 1980.
4. Farrel, P.A., Hegarty, A.F., Miller, J.J.H., O’Riordan,E. and Shiskin, G.I. Singular perturbed convection-diffusion problems with boundary and weak interior layers, J. Comput. Appl. Math. 166 (2004) 133–151.
5. Gartland, Jr. E.C. Uniform high-order difference schemes for a singu-larly perturbed two point boundary value problem, Math. Comput. 48 (178) (1987) 551–564.
6. Geng, F.Z., Qian, S.P. and Li, S. A numerical method for singularly per-turbed turning point problems with an interior layer, J. Comput. Appl. Math. 225 (2014) 97–105.
7. Jain, M.K. Numerical solution of differential equations, finite difference and finite element methods, 4th Edition, New Age International Publish- ers, 2018.
8. Kadalbajoo, M.K. and Reddy, Y.N. Asymptotic and numerical analysis of singular perturbation problems, Appl. Math. Comput. 30 (1989) 223–259.
9. Kadalbajoo, M.K. and Patidar, K.C. A survey of numerical techniques for solving singularly perturbed ordinary differential equations, Appl. Math. Comput. 30 (2002) 457–510.
10. Khuri, S.A. and Sayfy, A. Numerical solutions for the nonlinear Emden-Fowler type equations by a fourth-order adaptive method, Int. J. Comput. Methods. 11 (1) (2014), 1350052–1350072.
11. Lin, P. A class of variational difference schemes for a singular perturba-tion problem, Appl. Math. Mech. 10 (4) (1989) 353–359.
12. Miller, J.J.H., O’Riordan, E. and Shishkin, G.I. Fitted numerical meth-ods for singular perturbation problems. Error estimates in the maximum norm for linear problems in one and two dimensions., World Scientific Publishing Co., Inc., River Edge, NJ, 1996.
13. Natesan, S., Vigo-Aguiar, J. and Ramanujam, N. A numerical algorithm for singular perturbation problems exhibiting weak boundary layers, Com-put. Math. Appl. 45 (2003) 469–479.
14. Navnit, Jha. Computational method for nonlinear singularly perturbed singular boundary value problems using nonpolynomial spline, J. Inf. Com-put. Sci. 7(2) (2012) 019–096.
15. Navnit, Jha. Nonpolynomial spline finite difference scheme for nonlinear singular boundary value problems with singular perturbation and its mech-anization, Discrete Contin. Dyn. Syst. 2013, Dynamical systems, differen-tial equations and applications. 9th AIMS Conference. Suppl., 355–363.
16. OMalley, R.E. Singular perturbation methods for ordinary differential equations, Applied Mathematical Sciences, 89. Springer-Verlag, New York, 1991.
17. Phaneendra, K., Reddy, Y.N. and Soujanya, G.B.S.L. noniterative nu-merical integration method for singular perturbation problems exhibiting internal and twin boundary layers, Int. J. Appl. Math. Comput. 3 (2011) 9–20.
18. Phaneendra, K. and Lalu, M. Gaussian quadrature for two-point singu-larly perturbed boundary value problems with exponential fitting Comm. App. Math. Comp. Sci. 10 3(2019) 447–467.
19. Pradip, R. A fourth-order non-uniform mesh optimal B-spline collocation method for solving a strongly nonlinear singular boundary value problem describing electrohydrodynamic flow of a fluid, Appl. Numer. Math. 153 (2020) 558–574.
20. Pradip, R. and Prasad Goura, V.M.K. B-spline collocation methods and their convergence for a class of nonlinear derivative dependent singular boundary value problems, Appl. Math. Comput. 341(2019) 428–450.
21. Rai, P. and Shama, K.K. Numerical method for singularly perturbed differential-difference equations with turning point, Int. J. Pure Appl. Math. 73(4) (2011) 451–470.
22. Ramos, J.I. A smooth locally-analytical technique for singularly perturbed two-point boundary-value problems, Appl. Math. Comput. 163 (2005), 1123–1142.
23. Rashidinia, J. Applications of spline to numerical solution of differential equations, M.phil dissertation, A.M.U.India, 1990.
24. Roos, H.G., Stynes, M. and Tobiska, L. Robust numerical methods for sin-gularly perturbed differential equations. Convection-diffusion-reaction and flow problems, Second edition. Springer Series in Computational Mathe-
matics, 24. Springer-Verlag, Berlin, 2008.
25. Smith, D.R. Singular Perturbation Theory – An Introduction with appli-cations, Cambridge University Press, Cambridge , 1985.
26. Varga, R.S. Matrix iterative analysis. Prentice-Hall, Englewood Cliffs, New Jersey, 1962.
27. Young, D.M. Iterative solutions of large linear systems. Academic press, New York, 1971.
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