A Numerical Scheme for Solving Fourth-Order Convection–Reaction–Diffusion Problems with Boundary Layers

Authors

DOI:

https://doi.org/10.26713/cma.v15i3.2778

Keywords:

Shishkin mesh, Finite element algorithm, Boundary layers, Convection-diffusion problems

Abstract

This paper presents a numerical approach for decoupling singularly perturbed boundary value problems involving fourth-order ordinary differential equations, characterized by a small positive parameter ϵ multiplying the highest derivative. Such equations arise in various engineering and physics applications, including the modeling of diffusing chemical species, viscous flows with convection and diffusion, and heat transfer in electronic chips or microfluidic channels. We focus on problems with Lidstone boundary conditions and demonstrate how the fourth-order equation can be decomposed into a system of two second-order problems—one independent of ε, and the other singularly perturbed with ϵ multiplying the highest derivative. These problems often exhibit boundary layers, where the solution undergoes rapid changes near the domain boundaries. Numerical solutions to such higher-order problems are typically more challenging than those for lower-order ones. To address this, we propose a linear finite element method combined with a Shishkin mesh to accurately resolve boundary layers. We prove that the solution obtained from the decoupled second-order system is equivalent to that of the original fourth-order problem. The proposed method is direct and highly accurate, with computational time increasing linearly with the number of grid points.

Downloads

References

N. S. Bakhvalov, The optimization of methods of solving boundary value problems with a boundary layer, USSR Computational Mathematics and Mathematical Physics 9(4) (1969), 139 – 166, DOI: 10.1016/0041-5553(69)90038-X.

P. G. Ciarlet, The Finite Element Method for Elliptic Problems, Society for Industrial and Applied Mathematics, xxiii + 529 pages (2002), DOI: 10.1137/1.9780898719208.

J. Ehme, P. W. Eloe and J. Henderson, Upper and lower solution methods for fully nonlinear boundary value problems, Journal of Differential Equations 180(1) (2002), 51 – 64, DOI: 10.1006/jdeq.2001.4056.

E. R. El-Zahar, Approximate analytical solutions of singularly perturbed fourth order boundary value problems using differential transform method, Journal of King Saud University – Science 25(3) (2013), 257 – 265, DOI: 10.1016/j.jksus.2013.01.004.

A. J. Farrell, Sufficient conditions for uniform convergence of a class of difference schemes for a singularly perturbed problem, IMA Journal of Numerical Analysis 7(4) (1987), 459 – 472, DOI: 10.1093/imanum/7.4.459.

M. K. Kadalbajoo and Y. N. Reddy, Numerical treatment of singularly perturbed two point boundary value problems, Applied Mathematics and Computation 21(2) (1987), 93 – 110, DOI: 10.1016/0096-3003(87)90020-8.

N. Kopteva and E. O. Riordan, Shishkin meshes in the numerical solution of singularly perturbed differential equations, International Journal of Numerical Analysis and Modeling 7(3) (2010), 393 – 415.

H.-O. Kreiss and J. Lorenz, Initial-boundary value problems and the Navier-Stokes equations, Society for Industrial and Applied Mathematics, Philadelphia, USA, xvii + 401 pages (2004), URL: https://epubs.siam.org/doi/pdf/10.1137/1.9780898719130.fm.

J. J. H. Miller, E. O’riordan and G. I. Shishkin, Fitted Numerical Methods for Singular Perturbation Problems: Error Estimates in the Maximum Norm for Linear Problems in One and Two Dimensions, World Scientific, 192 pages (1996), DOI: 10.1142/8410.

S. Natesan and N. Ramanujam, A computational method for solving singularly perturbed turning point problems exhibiting twin boundary layers, Applied Mathematics and Computation 93(2-3) (1998), 259 – 275, DOI: 10.1016/S0096-3003(97)10056-X.

S. J. Polak, C. D. Heijer, W. H. A. Schilders and P. Markowich, Semiconductor device modelling from the numerical point of view, International Journal for Numerical Methods in Engineering 24(4) (1987), 763 – 838, DOI: 10.1002/nme.1620240408.

H.-G. Roos, M. Stynes and L. Tobiska, Robust Numerical Methods for Singularly Perturbed Differential Equations: Convection-Diffusion-Reaction and Flow Problems, Vol. 24, Springer Science & Business Media, xiv + 604 pages (2008), URL: https://msekce.karlin.mff.cuni.cz/~knobloch/FILES/Roos-Stynes-Tobiska.pdf.

V. Shanthi and N. Ramanujam, Asymptotic numerical methods for singularly perturbed fourth order ordinary differential equations of convection-diffusion type, Applied Mathematics and Computation 133(2-3) (2002), 559 – 579, DOI: 10.1016/S0096-3003(01)00257-0.

G. I. Shishkin, Approximation of the solutions of singularly perturbed boundary-value problems with a parabolic boundary layer, USSR Computational Mathematics and Mathematical Physics 29(4) (1989), 1 – 10, DOI: 10.1016/0041-5553(89)90109-2.

G. Sun and M. Stynes, Finite-element methods for singularly perturbed high-order elliptic twopoint boundary value problems. I: reaction-diffusion-type problems, IMA Journal of Numerical Analysis 15(1) (1995), 117 – 139, DOI: 10.1093/imanum/15.1.117.

G. Sun and M. Stynes, Finite-element methods for singularly perturbed high-order elliptic twopoint boundary value problems. II: convection-diffusion-type problems, IMA Journal of Numerical Analysis 15(2) (1995), 197 – 219, DOI: 10.1093/imanum/15.2.197.

R. Vrabel, Formation of boundary layers for singularly perturbed fourth-order ordinary differential equations with the Lidstone boundary conditions, Journal of Mathematical Analysis and Applications 440(1) (2016), 65 – 73, DOI: 10.1016/j.jmaa.2016.03.017.

C. D. Wickramasinghe, A C0 finite element method for the biharmonic problem in a polygonal domain, Ph.D. Thesis, Wayne State University, USA (2022), URL: https://digitalcommons.wayne.edu/oa_dissertations/3704.

C. D. Wickramasinghe and P. Ahire, A graded mesh refinement for 2D Poisson’s equation on non-convex polygonal domains, Asia Pacific Journal of Mathematics 11 (2024), Article number 63, DOI: 10.28924/APJM/11-63.

H. Li, C. D. Wickramasinghe and P. Yin, Analysis of a C0 finite element method for the biharmonic problem with Dirichlet boundary conditions, Numerical Algorithms (2025), DOI: 10.1007/s11075-025-02062-4.

Downloads

Published

30-11-2024
CITATION

How to Cite

Wickramasinghe, C. D. (2024). A Numerical Scheme for Solving Fourth-Order Convection–Reaction–Diffusion Problems with Boundary Layers. Communications in Mathematics and Applications, 15(3), 1153–1166. https://doi.org/10.26713/cma.v15i3.2778

Issue

Section

Research Article