Skip to main content
Log in

Wavelet-based approximation with nonstandard finite difference scheme for singularly perturbed partial integrodifferential equations

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

Abstract

A non-standard finite difference scheme with Haar wavelet basis functions is constructed for the convection–diffusion type singularly perturbed partial integrodifferential equations. The scheme comprises the Crank–Nicolson time semi-discretization followed by the Haar wavelet approximation in the spatial direction. The presence of the perturbation parameter leads to a boundary layer in the solution’s vicinity of \(x = 1.\) The Shishkin mesh is constructed to resolve the boundary layer. The method is proved to be parameter-uniform convergent of order two in the \(L^2\)-norm through meticulous error analysis. Compared to the recent methods developed to solve such problems, the present method is a boundary layer resolving, fast, and elegant.

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

References

  • Amiraliyev GM, Sevgin S (2006) Uniform difference method for singularly perturbed Volterra integrodifferential equations. Appl Math Comput 179:731–741

    Article  MathSciNet  MATH  Google Scholar 

  • Amiraliyev GM, Durmaz ME, Kudu M (2021) A numerical method for a second order singularly perturbed Fredholm integro-differential equation. Miskolc Math. Notes 22:37–48

    Article  MathSciNet  MATH  Google Scholar 

  • Arbabi S, Nazari A, Darvishi MT (2017) A two-dimensional Haar wavelets method for solving systems of PDEs. Appl Math Comput 292:33–46

    Article  MathSciNet  MATH  Google Scholar 

  • Chattouh A (2022) Numerical solution for a class of parabolic integrodifferential equations subject to integral boundary conditions. Arab J Math 11:213–225

    Article  MathSciNet  MATH  Google Scholar 

  • Chen CF, Hsiao C (1997) Haar wavelet method for solving lumped and distributed-parameter systems. IEE Proc 144:87–94

    MATH  Google Scholar 

  • Cimen E, Cakir M (2021) A uniform numerical method for solving singularly perturbed Fredholm integro-differential problem. Comput Appl Math 40:42. https://doi.org/10.1007/s40314-021-01412-x

    Article  MathSciNet  MATH  Google Scholar 

  • Danfu H, Xufeng S (2007) Numerical solution of integro-differential equations by using CAS wavelet operational matrix of integration. Appl Math Comput 194:460–466

    Article  MathSciNet  MATH  Google Scholar 

  • Darania P, Ebadian A (2007) A method for the numerical solution of the integro-differential equations. Appl Math Comput 188:657–668

    Article  MathSciNet  MATH  Google Scholar 

  • De Gaetano A, Arino O (2000) Mathematical modelling of the intravenous glucose tolerance test. J Math Biol 40:136–168

    Article  MathSciNet  MATH  Google Scholar 

  • Dehghan M, Saadatmandi A (2008) Chebyshev finite difference method for Fredholm integro-differential equation. Int J Comput Math 85:123–130

    Article  MathSciNet  MATH  Google Scholar 

  • Durmaz ME, Amiraliyev GM (2021) A robust numerical method for a singularly perturbed Fredholm integro-differential equation. Mediterr J Math 18:24. https://doi.org/10.1007/s00009-020-01693-2

    Article  MathSciNet  MATH  Google Scholar 

  • Erfanian M, Gachpazan M, Beiglo H (2017) A new sequential approach for solving the integro-differential equation via Haar wavelet bases. Comput Math Math Phys 57:297–305

    Article  MathSciNet  MATH  Google Scholar 

  • Faheem M, Khan A, El-Zahar ER (2020) On some wavelet solutions of singular differential equations arising in the modeling of chemical and biochemical phenomena. Adv Differ Equ. https://doi.org/10.1186/s13662-020-02965-7

    Article  MathSciNet  MATH  Google Scholar 

  • Faheem M, Raza A, Khan A (2021a) Wavelet collocation methods for solving neutral delay differential equations. Int J Nonlinear Sci Numer Simul. https://doi.org/10.1515/ijnsns-2020-0103

    Article  MATH  Google Scholar 

  • Faheem M, Raza A, Khan A (2021b) Collocation methods based on Gegenbauer and Bernoulli wavelets for solving neutral delay differential equations. Math Comput Simul 180:72–92

    Article  MathSciNet  MATH  Google Scholar 

  • Farrell PA, Hegarty AF, Miller JJH, O’Riordan E, Shishkin GI (2000) Robust computational techniques for boundary layers. CRC Press, New York

    Book  MATH  Google Scholar 

  • Jerri A (1999) Introduction to integral equations with applications. Wiley, New York

    MATH  Google Scholar 

  • Kajani MT, Vencheh AH (2004) Solving linear integro-differential equation with Legendre wavelets. Int J Comput Math 81:719–726

    Article  MathSciNet  MATH  Google Scholar 

  • Khan A, Faheem M, Raza A (2021) Solution of third-order Emden–Fowler-type equations using wavelet methods. Eng Comput 38:2850–2881

    Article  Google Scholar 

  • Kumar D, Deswal K (2022) Wavelet-based approximation for two-parameter singularly perturbed problems with Robin boundary conditions. J Appl Math Comput 68:125–149

    Article  MathSciNet  MATH  Google Scholar 

  • Kumar S, Ghosh S, Kumar R, Jleli M (2020) A fractional model for population dynamics of two interacting species by using spectral and Hermite wavelets methods. Numer Methods Partial Differ. Equ. 37:1652–1672

    Article  MathSciNet  Google Scholar 

  • Kumbinarasaiah S, Mundewadi RA (2021) The new operational matrix of integration for the numerical solution of integro-differential equations via Hermite wavelet. SeMA J 78:367–384

    Article  MathSciNet  MATH  Google Scholar 

  • Lange CG, Smith DR (1988) Singular perturbation analysis of integral equations: part I. Stud Appl Math 79:1–63

    Article  MathSciNet  MATH  Google Scholar 

  • Lepik Ü, Hein H (2014) Haar wavelets with applications. Springer, Cham

    Book  MATH  Google Scholar 

  • Linz P (1974) A method for the approximate solution of linear integro-differential equations. SIAM J Numer Anal 11:137–144

    Article  MathSciNet  MATH  Google Scholar 

  • Lodge AS, McLeod JB, Nohel JAA (1978) Nonlinear singularly perturbed Volterra integro differential equation occurring in polymer rheology. Proc R Soc Edinb Sect A 80:99–137

    Article  MathSciNet  MATH  Google Scholar 

  • Maleknejad K, Sohrabi S, Derili H (2008) A new computational method for solution of nonlinear Volterra–Fredholm integro-differential equations. Int J Comput Math 87:327–338

    Article  MATH  Google Scholar 

  • Mickens RE (1994) Nonstandard finite difference models of differential equations. World Scientific, Georgia

    MATH  Google Scholar 

  • Miller JJH, O’Riordan E, Shishkin GI (1996) Fitted numerical methods for singular perturbation problems: error estimates in the maximum norm for linear problems in one and two dimensions. World Scientific, Singapore

    Book  MATH  Google Scholar 

  • Mirzaee F, Bimesl S (2014) Application of Euler matrix method for solving linear and a class of nonlinear Fredholm integro-differential equations. Mediterr J Math 11:999–1018

    Article  MathSciNet  MATH  Google Scholar 

  • Nefedov NN, Nikitin AG (2007) The Cauchy problem for a singularly perturbed integro-differential Fredholm equation. Comput Math Math Phys 47:629–637

    Article  MathSciNet  MATH  Google Scholar 

  • O’Chenko OE, Nefedov NN (2002) Boundary-layer solutions to quasilinear integro-differential equations of the second order. Comput Math Math Phys 42:470–482

    MathSciNet  Google Scholar 

  • O’Malley RE Jr (1991) Singular perturbation methods for ordinary differential equations. Springer, New York

    Book  MATH  Google Scholar 

  • Patel VK, Singh S, Singh VK (2021) Numerical wavelets scheme to complex partial differential equation arising from Morlet continuous wavelet transform. Numer Methods Partial Differ Equ 37:1163–1199

    Article  MathSciNet  Google Scholar 

  • Pittaluga G, Sacripante L (2009) An algorithm for solving Fredholm integro-differential equations. Numer Algorithms 50:115–126

    Article  MathSciNet  MATH  Google Scholar 

  • Roos HG, Stynes M, Tobiska L (2008) Robust numerical methods for singularly perturbed differential equations: convection–diffusion–reaction and flow problems, vol 24. Springer, Berlin

  • Salama AA, Bakr SA (2007) Difference schemes of exponential type for singularly perturbed Volterra integrodifferential problems. Appl Math Model 31:866–879

    Article  MATH  Google Scholar 

  • Singh S, Kumar D, Deswal K (2022) Trigonometric \(B\)-spline based \(\epsilon \)-uniform scheme for singularly perturbed problems with Robin boundary conditions. J Differ Equ Appl 28:924–945

    Article  MathSciNet  MATH  Google Scholar 

  • Turkyilmazoglu M (2014) An effective approach for numerical solutions of high-order Fredholm integro-differential equations. Appl Math Comput 227:384–398

    Article  MathSciNet  MATH  Google Scholar 

  • Volk W (1985) The numerical solution of linear integrodifferential equations by projection methods. J Int Equ 9:171–190

    MATH  Google Scholar 

  • Wazwaz AM (2010) The combined Laplace transform-Adomian decomposition method for handling nonlinear Volterra integro-differential equations. Appl Math Comput 216:1304–1309

    Article  MathSciNet  MATH  Google Scholar 

  • Wichailukkana N, Novaprateep B, Boonyasiriwat C (2016) A convergence analysis of the numerical solution of boundary-value problems by using two-dimensional Haar wavelets. Sci Asia 42:346–355

    Article  Google Scholar 

  • Yapman Ö, Amiraliyev GM, Amirali I (2018) Convergence analysis of fitted numerical method for a singularly perturbed nonlinear Volterra integro-differential equation with delay. J Comput Appl Math 355:301–309

    Article  MathSciNet  MATH  Google Scholar 

  • Zhao L, Fan Q (2012) Solving fractional nonlinear Fredholm integro-differential equations by the second kind Chebyshev wavelet. Commun Nonlinear Sci Number Simul 17:2333–2341

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The authors are grateful to the unknown reviewers for their insightful observations leading to the improvement of the manuscript. The first author expresses his sincere thanks to DST-SERB, New Delhi, for providing financial support (award letter No: MTR/2018/000784) under the MATRICS scheme, and the second author is thankful to CSIR, New Delhi, India (award letter No. 09/719(0096)/2019-EMR-I). The third author thanks UGC, New Delhi, India (award letter No. 1078/(CSIR-UGC NET JUNE 2019)) for providing financial support.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Devendra Kumar.

Ethics declarations

Conflict of interest

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 Hui Liang.

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 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

Kumar, D., Deswal, K. & Singh, S. Wavelet-based approximation with nonstandard finite difference scheme for singularly perturbed partial integrodifferential equations. Comp. Appl. Math. 41, 341 (2022). https://doi.org/10.1007/s40314-022-02053-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-022-02053-4

Keywords

Mathematics Subject Classification

Navigation