Abstract
We devise a spline-based numerical technique for a class of two-parameter singularly perturbed problems having discontinuous convection and source terms. The problem is discretized using the Crank–Nicolson formula in the temporal direction, and the trigonometric -spline basis functions are used in the spatial direction. The presence of perturbation parameters and the discontinuous convection/source terms result in the interior and boundary layers in the solution to the problem. Our primary focus is to resolve these layers and develop a uniformly convergent scheme. Initially, the proposed method gives almost first and second-order convergence in the spatial and temporal directions, respectively. Then, to improve the accuracy in the spatial direction, we have used the Richardson extrapolation technique. Two numerical examples are taken to demonstrate the layer phenomenon and confirm the theoretical proofs. It is evident from the tables that the Richardson extrapolation technique increases the accuracy from one to two in the spatial direction.
Similar content being viewed by others
Data Availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Aarthika K, Shanthi V, Ramos H (2020) A non-uniform difference scheme for solving singularly perturbed 1D-parabolic reaction–convection–diffusion systems with two small parameters and discontinuous source terms. J Math Chem 58:663–685
Aarthika K, Shanthi V, Ramos H (2021) A finite-difference scheme for a coupled system of singularly perturbed time-dependent reaction–diffusion equations with discontinuous source terms. Int J Comput Math 98:120–135
Bobisud L (1969) Parabolic equations with a small parameter and discontinuous data. J Math Anal Appl 26:208–220
Cen Z (2005) A hybrid difference scheme for a singularly perturbed convection–diffusion problem with discontinuous convection coefficient. Appl Math Comput 169:689–699
Chandru M, Shanthi V (2015) Fitted mesh method for singularly perturbed robin type boundary value problem with discontinuous source term. Int J Appl Comput Math 1:491–501
Chandru M, Prabha T, Das P, Shanthi V (2017) A numerical method for solving boundary and interior layers dominated parabolic problems with discontinuous convection coefficient and source terms. Differ Equ Dyn Syst 27:91–112
Chandru M, Das P, Ramos H (2018) Numerical treatment of two-parameter singularly perturbed parabolic convection diffusion problems with non-smooth data. Math Methods Appl Sci 41:5359–5387
Chen J, O’Malley RE (1974) On the asymptotic solution of a two-parameter boundary value problem of chemical reactor theory. SIAM J Appl Math 26:717–729
Clavero C, Gracia JL, Jorge JC (2005) High-order numerical methods for one-dimensional parabolic singularly perturbed problems with regular layers. Numer Methods Partial Differ. Equ. 21:149–169
Das P, Mehrmann V (2016) Numerical solution of singularly perturbed convection–diffusion–reaction problems with two small parameters. BIT Numer Math 56:51–76
Farrell PA, Hegarty AF, Miller JJH, O’Riordan E, Shishkin GI (2004) Global maximum norm parameter-uniform numerical method for a singularly perturbed convection–diffusion problem with discontinuous convection coefficient. Math Comput Model 40:1375–1392
Farrell PA, O’Riordan E, Shishkin GI (2009) A class of singularly perturbed quasilinear differential equations with interior layers. Math Comput 78:103–127
Feckan M (1994) Parametrized singularly perturbed boundary value problems. J Math Anal Appl 188:426–435
Gracia JL, O’Riordan E (2015) Numerical approximation of solution derivatives in the case of singularly perturbed time dependent reaction–diffusion problems. J Comput Appl Math 273:13–24
Hall CA (1968) On error bounds for spline interpolation. J Approx Theory 1:209–218
Kadalbajoo MK, Patidar KC (2002) A survey of numerical techniques for solving singularly perturbed ordinary differential equations. Appl Math Comput 130:457–510
Kadalbajoo MK, Yadaw AS (2008) B-spline collocation method for a two-parameter singularly perturbed convection–diffusion boundary value problems. Appl Math Comput 201:504–513
Kadalbajoo MK, Yadaw AS (2012) Parameter-uniform finite element method for two-parameter singularly perturbed parabolic reaction–diffusion problems. Int J Comput Methods 9:1250047
Kumar D (2022) A uniformly convergent scheme for two-parameter problems having layer behaviour. Int J Comput Math 99:553–574
Kumar D, Kumari P (2021) Uniformly convergent scheme for two-parameter singularly perturbed problems with non-smooth data. Numer Methods Partial Differ. Equ. 37:796–817
Kumar K, Chakravarthy PP, Ramos H, Vigo-Aguiar J (2022) A stable finite difference scheme and error estimates for parabolic singularly perturbed PDEs with shift parameters. J Comput Appl Math 405:113050
Linß T, Roos HG (2004) Analysis of a finite-difference scheme for a singularly perturbed problem with two small parameters. J Math Anal Appl 289:355–366
Mukherjee K, Natesan S (2008) An efficient numerical scheme for singularly perturbed parabolic problems with interior layer. Neural Parallel Sci Comput 16:405–418
O’Malley RE (1967) Two-parameter singular perturbation problems for second-order equations. J Math Mech 16:1143–1164
O’Riordan E, Pickett ML (2019) Numerical approximations to the scaled first derivatives of the solution to a two parameter singularly perturbed problem. J Comput Appl Math 347:128–149
O’Riordan E, Shishkin GI (2004) Singularly perturbed parabolic problems with non-smooth data. J Comput Appl Math 166:233–245
O’Riordan E, Pickett ML, Shishkin GI (2006) Parameter-uniform finite difference schemes for singularly perturbed parabolic diffusion–convection–reaction problems. Math Comput 75:1135–1154
Polak SJ, Den Heijer C, Schilders WHA, Markowich P (1987) Semiconductor device modelling from the numerical point of view. Int J Numer Methods Eng 24:763–838
Prabha T, Chandru M, Shanthi V, Ramos H (2019) Discrete approximation for a two-parameter singularly perturbed boundary value problem having discontinuity in convection coefficient and source term. J Comput Appl Math 359:102–118
Renardy M, Rogers R (2004) An Introduction to Partial Differential Equations. Springer, New York
Roos HG, Uzelac Z (2003) The SDFEM for a convection–diffusion problem with two small parameters. Comput Methods Appl Math 3:443–458
Shanthi V, Ramanujam N, Natesan S (2006) Fitted mesh method for singularly perturbed reaction–convection–diffusion problems with boundary and interior layers. J Appl Math Comput 22:49–65
Tamilselvan A, Ramanujam N (2009) A numerical method for singularly perturbed system of second order ordinary differential equations of convection diffusion type with a discontinuous source term. J Appl Math Inform 27:1279–1292
Tamilselvan A, Ramanujam N (2010) A parameter uniform numerical method for a system of singularly perturbed convection–diffusion equations with discontinuous convection coefficients. Int J Comput Math 87:1374–1388
Varah JM (1975) A lower bound for the smallest singular value of a matrix. Linear Algebra Appl 11:3–5
Zarin H (2017) Exponentially graded mesh for a singularly perturbed problem with two small parameters. Appl Numer Math 120:233–242
Zhabotinsky AM, Gyorgyi L, Dolnik M, Epstein IR (1994) Stratification in a thin-layered excitable reaction–diffusion system with transverse concentration gradients. J Phys Chem 98:7981–7990
Acknowledgements
The authors are grateful to the unknown reviewers for their insightful observations leading to the improvement of the manuscript. The first author thanks UGC, New Delhi, India, for its financial support (Award letter no. 1078/(CSIR-UGC NET JUNE 2019), and the second author thanks DST-SERB, New Delhi, for providing the financial support (Award letter no. CRG/2019/002528) under the CRG scheme.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Statements and Declarations
The authors state that they have no known competing financial interests or personal ties that could have influenced the research presented in this study.
Additional information
Communicated by Baisheng Yan.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Singh, S., Choudhary, R. & Kumar, D. An efficient numerical technique for two-parameter singularly perturbed problems having discontinuity in convection coefficient and source term. Comp. Appl. Math. 42, 62 (2023). https://doi.org/10.1007/s40314-023-02196-y
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40314-023-02196-y