Abstract
This paper presents a non-symmetric interior penalty Galerkin \(( \text {NIPG})\) finite element scheme for one-dimensional singularly perturbed reaction-diffusion equations with discontinuous diffusion. Such problems often arise in the modelling of phase transitions. The solution of the considered class of problem is known to exhibit boundary and interior layers. Priori bounds are given for the solution and its derivatives and NIPG finite element scheme is constructed for the numerical approximation of the given problem. Error estimates for the proposed scheme are derived in the energy norm as well as the balanced norm. Error bounds have been proved to be uniform with respect to the perturbation parameter \(\varepsilon \). Numerical experiments are conducted in support of the theoretical estimates.
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References
Adler J, MacLachlan S, Madden N (2016) A first-order system Petrov–Galerkin discretization for a reaction-diffusion problem on a fitted mesh. IMA J Numer Anal 36(3):1281–1309
Babu AR, Ramanujam N (2011) The SDFEM for singularly perturbed convection-diffusion problems with discontinuous source term arising in the chemical reactor theory. Int J Comput Math 88(8):1664–1680
Chandru M, Prabha T, Shanthi V (2015) A hybrid difference scheme for a second-order singularity perturbed reaction-diffusion problem with non-smooth data. Int J Appl Comput Math 1(1):87–100
Crouzeix M, Thomée V (1987) The stability in \(L_p\) and \(W^1_p\) of the \(L_2\)-projection onto finite element function spaces. Math. Comp. 48(178):521–532
de Falco C, O’Riordan E (2010) Interior layers in a reaction-diffusion equation with a discontinuous diffusion coefficient. Int J Numer Anal Model 7(3):444–461
de Falco C, O’Riordan E (2011) A parameter robust Petrov-Galerkin scheme for advection-diffusion-reaction equations. Numer Algorithms 56(1):107–127
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 Modell 40(11–12):1375–1392
Farrell PA, Miller JJH, O’Riordan E, Shishkin GI (1998) Singularly perturbed differential equations with discontinuous source terms. In: Proceedings of Analytical and Numerical Methods for Convection-Dominated and Singularly Perturbed Problems’, Lozenetz, Bulgaria, Citeseer, pp 23–32
Franz S, Roos HG (2014) Error estimation in a balanced norm for a convection-diffusion problem with two different boundary layers. Calcolo 51(3):423–440
Li BQ (2006) Discontinuous finite elements in fluid dynamics and heat transfer. Computational Fluid and Solid Mechanics. Springer-Verlag London Ltd, London
Lin R (2009) Discontinuous galerkin least-squares finite element methods for singularly perturbed reaction-diffusion problems with discontinuous coefficients and boundary singularities. Numer Math 112(2):295–318
Lin R, Stynes M (2012) A balanced finite element method for singularly perturbed reaction-diffusion problems. SIAM J Numer Anal 50(5):2729–2743
Lin R, Stynes M (2015) A balanced finite element method for a system of singularly perturbed reaction-diffusion two-point boundary value problems. Numer Algorithms 70(4):691–707
Linß T (2001) Sufficient conditions for uniform convergence on layer-adapted grids. Appl Numer Math 37(1–2):241–255
Linß T (2010) Layer-adapted meshes for reaction-convection-diffusion problems, vol 1985. Lecture Notes in Mathematics. Springer-Verlag, Berlin
Miller JJH, O’Riordan E, Shishkin GI, Wang S (2000) A parameter-uniform Schwarz method for a singularly perturbed reaction-diffusion problem with an interior layer. Appl Numer Math 35(4):323–337
Pathan MB, Vembu S (2017) A parameter-uniform second order numerical method for a weakly coupled system of singularly perturbed convection-diffusion equations with discontinuous convection coefficients and source terms. Calcolo 54(3):1027–1053
Rai P, Sharma KK (2011) Parameter uniform numerical method for singularly perturbed differential-difference equations with interior layers. Int J Comput Math 88(16):3416–3435
Reed WH, Hill TR (1973) Triangular mesh methods for the neutron transport equation. Tech. rep., Los Alamos Scientific Lab. New Mexico, USA
Rivière B (2008) Discontinuous Galerkin methods for solving elliptic and parabolic equations, vol. 35 of Frontiers in Applied Mathematics. Society for Industrial and Applied Mathematics (SIAM). Theory and implementation, Philadelphia
Rivière B, Wheeler MF, and Girault V (1999) Improved energy estimates for interior penalty, constrained and discontinuous Galerkin methods for elliptic problems. I. Comput. Geosci. 3, 3-4, 337–360 (2000)
Roos HG (2017) Error estimates in balanced norms of finite element methods on layer-adapted meshes for second order reaction-diffusion problems. In Boundary and interior layers, computational and asymptotic methods–BAIL, (2016) vol. 120 of Lect. Notes Comput Sci Eng. Springer, Cham, pp 1–18
Roos HG, Schopf M (2015) Convergence and stability in balanced norms of finite element methods on Shishkin meshes for reaction-diffusion problems. ZAMM Z Angew Math Mech 95(6):551–565
Roos HG, Stynes M, Tobiska L (2008) Robust numerical methods for singularly perturbed differential equations, second ed., vol. 24 of Springer Series in Computational Mathematics, Convection-diffusion-reaction and flow problems. Springer-Verlag, Berlin
Roos HG, Zarin H (2002) A second-order scheme for singularly perturbed differential equations with discontinuous source term. J Numer Math 10(4):275–289
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(1–2):49–65
Shishkin GI, Shishkina LP (2009) Difference methods for singular perturbation problems, vol 140. Chapman & Hall/CRC Monographs and Surveys in Pure and Applied Mathematics. CRC Press, Boca Raton
Singh G, Natesan S (2018) Superconvergence of discontinuous Galerkin method with interior penalties for singularly perturbed two-point boundary-value problems. Calcolo 55:30
Singh G, Natesan S (2020) Study of the NIPG method for two-parameter singular perturbation problems on several layer adapted grids. J Appl Math Comput 63(1–2):683–705
Zarin H (2014) On discontinuous Galerkin finite element method for singularly perturbed delay differential equations. Appl Math Lett 38:27–32
Zarin H, Roos HG (2017) On the discontinuous galerkin finite element method for reaction-diffusion problems: error estimates in energy and balanced norms. arXiv:1705.04126
Zheng T, Liu F (2006) A Petrov–Galerkin method for a singularly perturbed ordinary differential equation with non-smooth data. J Appl Math Comput 22(1–2):317–329
Acknowledgements
The research of the first author is supported by the Council for Scientific and Industrial Research, New Delhi, India vide letter no. 09/045(1547)/2017-EMR-I. The research of the corresponding and the third author is supported by the Science and Engineering Research board, Department of Science and Technology, India via Grant No. SPG/2022/000063.
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Yadav, R.P., Rai, P. & Sharma, K.K. Finite element analysis of singularly perturbed problems with discontinuous diffusion. Comp. Appl. Math. 42, 257 (2023). https://doi.org/10.1007/s40314-023-02391-x
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DOI: https://doi.org/10.1007/s40314-023-02391-x
Keywords
- Singular perturbation
- Reaction-diffusion
- Boundary layer
- Interior layer
- Shishkin mesh
- NIPG finite element scheme
- Discontinuous diffusion