Abstract
The manuscript contemplates a computationally robust numerical algorithm for the solution of a singularly perturbed 2D time-delayed parabolic convection-diffusion–reaction problem involving two small parameters. The operator-splitting algorithm on a uniform mesh is used in the time direction. To handle the abrupt change in the solution due to the presence of perturbation parameters, the upwind scheme is used in the spatial direction on a layer-rectifying mesh, namely, the Shishkin mesh. This makes the accuracy in space to be one (with a logarithmic term). The use of Bakhvalov-Shishkin mesh in the spatial domain rectifies this logarithmic effect on the rate of convergence. The highly efficient Thomas algorithm is used for the computation. The devised method is claimed to be parameter uniform and globally first-order accurate. All the theoretical claims are corroborated in practice with valid numerical tests.







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References
Wang, P.K.C.: Asymptotic stability of a time-delayed diffusion system. J. Appl. Mech. 30(4), 500–504 (1963)
Britton, N.: Spatial structures and periodic travelling waves in an integro-differential reaction-diffusion population model. SIAM J. Appl Math. 50(6), 1663–1688 (1990)
Govindarao, L., Mohapatra, J.: A second order numerical method for singularly perturbed delay parabolic partial differential equation. Eng. Comput. 36(2), 420–444 (2019)
Priyadarshana, S., Mohapatra, J.: Weighted variable based numerical scheme for time-lagged semilinear parabolic problems including small parameter. J. Appl. Math. Comput. (2023). https://doi.org/10.1007/s12190-023-01841-3
Das, A., Natesan, S.: Parameter-uniform numerical method for singularly perturbed 2D delay parabolic convection diffusion problems on Shishkin mesh. J. Appl. Math. Comput. 59(1), 207–225 (2019)
Das, A., Natesan, S.: Fractional step method for singularly perturbed 2D delay parabolic convection diffusion problems on Shishkin mesh. Int. J. Comput. Math. 4(2), 1–23 (2018)
Govindarao, L., Das, A.: A second-order fractional step method for two-dimensional delay parabolic partial differential equations with a small parameter. Palaestine Journal of Mathematics. 11(3), 96–111 (2022)
Priyadarshana, S., Mohapatra, J., Pattanaik, S.R.: A second order fractional step hybrid numerical algorithm for time delayed singularly perturbed 2D convection-diffusion problems. Appl. Numer. Math. 189, 107–129 (2023). https://doi.org/10.1016/j.apnum.2023.04.002
Govindarao, L., Sahu, S.R., Mohapatra, J.: Uniformly convergent numerical method for singularly perturbed time delay parabolic problem with two small parameters. Iran. J. Sci. Technol. Trans. A. Sci. 43(5), 2373–2383 (2019)
Priyadarshana, S., Mohapatra, J., Pattanaik, S.R.: Parameter uniform optimal order numerical approximations for time-delayed parabolic convection diffusion problems involving two small parameters. Comput. Appl. Math. 41(233), (2022). https://doi.org/10.1007/s40314-022-01928-w
Kumar, S., Kumar, M.: A robust numerical method for a two-parameter singularly perturbed time delay parabolic problem. Comput. Appl. Math. 39(3), 1–25 (2020). https://doi.org/10.1007/s40009-015-0350-z
O’Riordan, E., Pickett, M.L.: A parameter-uniform numerical method for a singularly perturbed two parameter elliptic problem. Adv. Comput. Math. 35, 57–82 (2011). https://doi.org/10.1007/s10444-010-9164-1
Clavero, C., Jorge, J., Lisbona, F., Shishkin, G.: An alternating direction scheme on a nonuniform mesh for reaction-diffusion parabolic problems. IMA J. Numer. Anal. 20(2), 263–280 (2000). https://doi.org/10.1093/imanum/20.2.263
O’Riordan, E., Pickett, M.L., Shsihkin, G.I.: Numerical methods for singularly perturbed elliptic problems containing two perturbation parameters. Math. Model. Anal. 11(2), 199–212 (2006). https://doi.org/10.1080/13926292.2006.9637313
Lin\(\beta \), T, Roos, H.G.: Analysis of a finite-difference scheme for a singularly perturbed problem with two small parameters. J. Math. Anal. 289(2), 355–366 (2004)
Barman, M., Natesan, S., Sendur, A.: Alternating direction implicit method for singularly perturbed 2D parabolic convection-diffusion-reaction problem with two small parameters. Int. J. Comput. Math. (2022). https://doi.org/10.1080/00207160.2022.2114077
O’Riordan, E., Shishkin, G.I.: A technique to prove parameter-uniform convergence for a singularly perturbed convection-diffusion equation. J. Comput. Appl. Math. 206(1), 136–145 (2007). https://doi.org/10.1016/j.cam.2006.06.002
Friedman, A.: Partial differential equations of parabolic type. Prentice-Hall, Englewood Cliffs, NJ (1964)
Ladyzhenskaia, O.A., Solonnikov, V.A., Ural’tseva, N.N.: Linear and quasilinear equations of parabolic type, American Mathematical Soc. RI. 23, (1968)
Shishkin, G.I.: Grid approximations of singularly perturbed elliptic and parabolic equations. Ural Branch of Russian Academy of Sciences, Ekaterinburg (1992). ((in Russian))
Miller, J.J.H., Shishkin, G.I., Koren, B., Shishkina, L.P.: Grid approximation of a singularly perturbed boundary value problem modelling heat transfer in the case of flow over a flat plate with suction of the boundary layer. J. Comput. Appl. Math. 166(1), 221–232 (2004). https://doi.org/10.1016/j.cam.2003.09.026
Clavero, C., Jorge, J., Lisbona, F., Shishkin, G.: A fractional step method on a special mesh for the resolution of multi-dimensional evolutionary convection-diffusion problems. Appl. Numer. Math. 27(3), 211–231 (1998)
Thomas, L.H.: Elliptic problems in linear difference equations over a network. Watson Sc. Comp. Lab. Rep. Columbia University, New York (1949)
Roos, H., Lin\(\beta \), T.: Sufficient conditions for uniform convergence on layer-adapted grids. Computing. 34(6), 27–45 (1999). https://doi.org/10.1007/s006070050049
Clavero, C., Shiromani, S., Shanthi, V.: A numerical approach for a two-parameter singularly perturbed weakly-coupled system of 2-D elliptic convection-reaction-diffusion PDEs. J. Comput. Appl. Math. 436(7), (2024). https://doi.org/10.1016/j.cam.2023.115422
Clavero, C., Jorge, J.C., Lisbona, F., Shishkin, G.I.: Splitting time methods and one dimensional special meshes for reaction-diffusion parabolic problems. In: Lecture Notes in Computer Science. Springer, Berlin, Heidelberg. 1196, (1997). https://doi.org/10.1007/3-540-62598-4_84
Acknowledgements
The first author Ms. S. Priyadarshana conveys her profound gratitude to the DST, Govt. of India, for providing INSPIRE fellowship (IF 180938).
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The first author would like to thank the Department of Science and Technology (DST), Govt. of India, for providing financial support to carry out her research work at NIT Rourkela.
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SP has done the analysis and computation and written the manuscript. JM has formulated the problem and done the formal analysis.
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Priyadarshana, S., Mohapatra, J. An efficient fractional step numerical algorithm for time-delayed singularly perturbed 2D convection-diffusion–reaction problem with two small parameters. Numer Algor 97, 687–726 (2024). https://doi.org/10.1007/s11075-023-01720-9
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DOI: https://doi.org/10.1007/s11075-023-01720-9
Keywords
- Higher-dimensional convection-diffusion–reaction problem
- Two parameter singularly perturbed problem
- Time delay
- Fractional-step method
- Shishkin-type meshes