Skip to main content
Log in

Numerical solution of time dependent nonlinear partial differential equations using a novel block method coupled with compact finite difference schemes

  • Published:
Computational and Applied Mathematics Aims and scope Submit manuscript

Abstract

In this paper, we have developed a novel three step second derivative block method and coupled it with fourth order standard compact finite difference schemes for solving time dependent nonlinear partial differential equations (PDEs) of physical relevance. Two well-known problems viz. the FitzHugh–Nagumo equation and the Burgers’ equation have been considered as test problems to check the effectiveness of the proposed scheme. Firstly, we developed a novel block scheme and discussed its characteristics for solving initial-value systems, such as the one resulting from the discretization of the spatial derivatives that appear in the PDEs. Although many time integration techniques already exist to solve discretized PDEs, our goal is to develop a numerical scheme keeping in mind saving computational time while maintaining good accuracy. The proposed block scheme has been proved to be \({\mathcal {A}}\)-stable and consistent. The method performs well for solving the stiff case of the FitzHugh–Nagumo equation, as well as for solving the Burgers equation at different values of viscosity and time. The numerical experiments reveal that the developed numerical scheme is computationally efficient.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Data Availability

No data is associated with this article.

References

  • Adam Y (1975) A Hermitian finite difference method for the solution of parabolic equations. J Comput Phys 1:393–406

    MATH  Google Scholar 

  • Agbavon KM, Appadu AR (2020) Construction and analysis of some nonstandard finite difference methods for the Fitz Hugh–Nagumo equation. Numer Methods Partial Differ Equ 36(5):1–25

    Article  Google Scholar 

  • Ahmad I, Ahsan M, Din ZU, Masood A, Kumam P (2019) An efficient local formulation for time-dependent PDEs. Mathematics 7(3):216

    Article  Google Scholar 

  • Akkoyunlu C (2019) Compact finite differences method for Fitz Hugh–Nagumo equation. Univ J Math Appl 2(4):180–187

    Article  Google Scholar 

  • Amat S, Busquier S (2017) After notes on Chebyshev’s iterative method. Appl Math Nonlinear Sci 2(1):1–2

    Article  MathSciNet  MATH  Google Scholar 

  • Collatz L (1966) The numerical treatment of differential equations. Springer, Berlin

    Google Scholar 

  • Debnath L (2012) Nonlinear partial differential equations for scientists and engineers. Birkhauser, Basel

    Book  MATH  Google Scholar 

  • Erdogan L, Sakar MG, Saldir O (2020) A finite difference method on layer-adapted mesh for singularly perturbed delay differential equations. Appl Math Nonlinear Sci 5(1):425–436

    Article  MathSciNet  MATH  Google Scholar 

  • Hairer E, Wanner G (1996) Solving ordinary differential equation-II: stiff and differential-algebraic problems. Springer, Berlin

    Book  MATH  Google Scholar 

  • Inan B, Ali KK, Saha A, Ak T (2020) Analytical and numerical solutions of the Fitz Hugh–Nagumo equation and their multistability behavior. Numer Methods Partial Differ Equ 37:7–23

    Article  Google Scholar 

  • Jain MK, Iyengar SRK, Jain RK (2016) Computational methods for partial differential equations. New Age International Publishers, New Delhi

    Google Scholar 

  • Jiwari R (2015) A Hybrid numerical scheme for the numerical solution of the Burgers’ equation. Comput Phys Commun 188:59–67

    Article  MathSciNet  MATH  Google Scholar 

  • Jiwari R, Gupta R, Kumar V (2014) Polynomial differential quadrature method for numerical solutions of the generalized Fitz Hugh–Nagumo equation with time-dependent coefficients. Ain Shams Eng J 5(4):1343–1350

    Article  Google Scholar 

  • Kadalbajoo MK, Awasthi A (2006) A numerical method based on Crank–Nicolson scheme for Burgers’ equation. Appl Math Comput 182:1430–1442

    MathSciNet  MATH  Google Scholar 

  • Kutulay S, Esan A, Dag I (2004) Numerical solutions of the Burgers’ equation by the least-squares quadratic B-spline finite element method. J Comput Appl Math 167(1):21–33

    Article  MathSciNet  Google Scholar 

  • Lambert JD (1973) Computational methods in ordinary differential equations. Introductory mathematics for scientists and engineers. Wiley, New York

    Google Scholar 

  • Lele SK (1992) Compact finite difference schemes with spectral-like resolution. J Comput Phys 103(1):16–42

    Article  MathSciNet  MATH  Google Scholar 

  • Li J, Chen Y (2008) Computational partial differential equations using MATLAB. A Chapman and Hall Book, London

    Book  Google Scholar 

  • Li J, Visbal MR (2006) High-order compact schemes for nonlinear dispersive waves. J Sci Comput 26:1–23

    Article  MathSciNet  MATH  Google Scholar 

  • Milne WE (1953) Numerical solution of differential equations. Wiley, New York

    MATH  Google Scholar 

  • Mittal RC, Jain RK (2012) Numerical solutions of nonlinear Burgers’ equation with modified cubic B-splines collocation method. Appl Math Comput 218:7839–7855

    MathSciNet  MATH  Google Scholar 

  • Özis T, Aksan EN, Özdes A (2003) A finite element approach for solution of Burgers’ equation. Appl Math Comput 139(1):417–428

    MathSciNet  MATH  Google Scholar 

  • Petkovic MS, Neta B, Petkovic LD, Dzunic J (2013) Multipoint methods for solving nonlinear equations. Elsevier, Amsterdam

    MATH  Google Scholar 

  • Ramos H, Singh G (2017) A tenth order A—stable two-step hybrid block method for solving initial value problems of ODEs. Appl Math Comput 310:75–88

    MathSciNet  MATH  Google Scholar 

  • Ramos H, Kaur A, Kanwar V (2022) Using a cubic B-spline method in conjunction with a one-step optimized hybrid block approach to solve nonlinear partial differential equations. Comput Appl Math 41(34):1–28

    MathSciNet  MATH  Google Scholar 

  • Seydaoglu M (2018) An accurate approximation algorithm for Burgers’ equation in the presence of small viscosity. J Comput Appl Math 344:473–481

    Article  MathSciNet  MATH  Google Scholar 

  • Shampine LF, Watts HA (1969) Block implicit one-step methods. Math Comput 23:731–740

    Article  MathSciNet  MATH  Google Scholar 

  • Singh G, Ramos H (2018) An optimized two-step hybrid block method formulated in variable step-size mode for integrating y’’=f(x, y, y’) numerically. Numer Math Theor Methods Appl 12(2):640–660

    MathSciNet  MATH  Google Scholar 

  • Tyler GJ (2007) Analysis and implementation of high-order compact finite difference schemes. MSc. thesis, Brigham Young University Provo

  • Yang X, Ge Y, Zhang L (2019) A class of high-order compact difference schemes for solving the Burgers’ equations. Appl Math Comput 358:394–417

    MathSciNet  MATH  Google Scholar 

  • Zhang P, Wang J (2012) A predictor corrector compact finite difference scheme for Burgers’ equation. Appl Math Comput 219(3):892–898

    MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

We would like to thank the anonymous reviewers for their valuable comments that have greatly contributed to improve the quality of the manuscript. Akansha Mehta would like to thank I. K. Gujral Punjab Technical University Jalandhar, Punjab (India) for providing research facilities for the present work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gurjinder Singh.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Communicated by Fabricio Simeoni de Sousa.

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mehta, A., Singh, G. & Ramos, H. Numerical solution of time dependent nonlinear partial differential equations using a novel block method coupled with compact finite difference schemes. Comp. Appl. Math. 42, 201 (2023). https://doi.org/10.1007/s40314-023-02345-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-023-02345-3

Keywords

Mathematics Subject Classification

Navigation