Skip to main content
Log in

An efficient parametric finite difference and orthogonal spline approximation for solving the weakly singular nonlinear time-fractional partial integro-differential equation

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

Abstract

In this paper, a numerical method is presented to solve a nonlinear weakly singular time-fractional partial integro–differential equation with Caputo fractional derivative. An orthogonal basis of spline space called O-spline is introduced, which is used for spatial approximations. Also, an approximation for the temporal Riemann–Liouville integral of the function is presented. A new parametric approximation is developed for the temporal Caputo fractional derivative of the function. Finally, using the weighted finite difference method, a numerical time scheme is obtained to approximate the equation. The convergence of this numerical scheme is investigated and some numerical examples are provided to illustrate the accuracy and efficiency of the method.

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
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

Data availability

All results have been obtained by conducting the numerical procedure, and the ideas can be shared for the researchers.

References

  • Abbaszadeh M, Dehghan M (2021) A finite-difference procedure to solve weakly singular integro partial differential equation with space-time fractional derivatives. Eng. Comput. 37:2173–2182

    Article  Google Scholar 

  • Abdolali A, Momeni A, Rajabalipanah H, Achouri K (2019) Parallel integro-differential equation solving via multi-channel reciprocal bianisotropic metasurface augmented by normal susceptibilities. New J. Phys. 21:113048

    Article  Google Scholar 

  • Alavi J, Aminikhah H (2021) Orthogonal cubic spline basis and its applications to a partial integro-differential equation with a weakly singular kernel. Comput Appl Math. https://doi.org/10.1007/s40314-021-01442-5

    Article  MathSciNet  MATH  Google Scholar 

  • Aman S, Nikhil S, Somveer S, Singh VK (2022) Computational technique for multi-dimensional non-linear weakly singular fractional integro-differential equation. Chin. J. Phys. 80:305–333

    Article  MathSciNet  Google Scholar 

  • Amin R, Shah K, Asif M, Khan I, Ullah F (2021) An efficient algorithm for numerical solution of fractional integro-differential equations via Haar wavelet. J. Comput. Appl. Math. 381:113028

    Article  MathSciNet  MATH  Google Scholar 

  • Aristides RP, Viana RL (2020) An integro-differential equation for dynamical systems with diffusion-mediated coupling. Nonlinear Dyn. 100:3759–3770

    Article  Google Scholar 

  • Arsalan SS, Najafi HS, Aminikhah H (2023) A numerical study on the non-smooth solutions of the nonlinear weakly singular fractional Volterra integro-differential equations. Math. Methods Appl. Sci. 46:4070–4084

    Article  MathSciNet  Google Scholar 

  • Atta AG, Youssri YH (2022) Advanced shifted first-kind Chebyshev collocation approach for solving the nonlinear time-fractional partial integro-differential equation with a weakly singular kernel. Comput Appl Math. https://doi.org/10.1007/s40314-022-02096-7

    Article  MathSciNet  MATH  Google Scholar 

  • Babaei A, Moghaddam BP, Banihashemi S, Machado JA (2020) Numerical solution of variable-order fractional integro-partial differential equations via Sinc collocation method based on single and double exponential transformations. Commun Nonlinear Sci Numer Simulat. https://doi.org/10.1016/j.cnsns.2019.104985

    Article  MathSciNet  MATH  Google Scholar 

  • Baleanu D, Darzi R, Agheli B (2017) A new study for weakly singular kernel fractional fourth-order partial integro-differential equations by means of optimum q-HAM. J. Comput. Appl. Math. 320:193–201

    Article  MathSciNet  MATH  Google Scholar 

  • Behera S, Saha Ray S (2022) On a wavelet-based numerical method for linear and nonlinear fractional Volterra integro-differential equations with weakly singular kernels. Comput Appl Math. https://doi.org/10.1007/s40314-022-01897-0

    Article  MathSciNet  MATH  Google Scholar 

  • Besharati Fard M, Mirbagheri SA, Pendashteh A, Alavi J (2019) Biological treatment of slaughterhouse wastewater: kinetic modeling and prediction of effluent. J. Environ. Health Sci. Eng. 17:731–741

  • Byrd RH, Schnabel RB, Shultz GA (1987) A trust region algorithm for nonlinearly constrained optimization. SIAM J. Numer. Anal. 24:1152–1170

    Article  MathSciNet  MATH  Google Scholar 

  • Chen H, Qiu W, Zaky MA, Hendy AS (2023) A two-grid temporal second-order scheme for the two-dimensional nonlinear Volterra integro-differential equation with weakly singular kernel. Calcolo. https://doi.org/10.1007/s10092-023-00508-6

    Article  MathSciNet  MATH  Google Scholar 

  • Chi-Chang W, Jin-Hung H, Dane-Jong Y (2012) Cubic spline difference method for heat conduction. Int. Commun. Heat Mass Transfer. 39(2):224–230

    Article  Google Scholar 

  • Christensen RM, Freund LB (1971) Theory of viscoelasticity. Academic Press, New York

    Google Scholar 

  • De Boor C (2001) A practical guide to splines, Revised. Springer-Verlag New York, Inc

    MATH  Google Scholar 

  • Dehghan M, Abbaszadeh M (2019) Error estimate of finite element/finite difference technique for solution of two-dimensional weakly singular integro-partial differential equation with space and time fractional derivatives. J. Comput. Appl. Math. 365:314–328

    Article  MathSciNet  MATH  Google Scholar 

  • Faghih A, Rebelo M (2023) A spectral approach to non-linear weakly singular fractional integro-differential equations. Fract. Calc. Appl. Anal. 26:370–398

    Article  MathSciNet  MATH  Google Scholar 

  • Guo J, Da X, Qiu W (2020) A finite difference scheme for the nonlinear time-fractional partial integro-differential equation. Math. Meth. Appl. Sci. 43(6):3392–3412

    Article  MathSciNet  MATH  Google Scholar 

  • Hamidi D, Fard MB, Yetilmezsoy K, Alavi J, Zarei H (2021) Application of Orchis mascula tuber starch as a natural coagulant for oily-saline wastewater treatment: modeling and optimization by multivariate adaptive regression splines method and response surface methodology. J. Environ. Chem. Eng. 9(1):104745–8

    Article  Google Scholar 

  • Katugampola UN (2011) New approach to a generalized fractional integral. Appl. Math. Comput. 218(3):860–865

    Article  MathSciNet  MATH  Google Scholar 

  • Kilbas Anatoly A, Srivastava Hari M, Trujillo Juan J (2006) Theory and applications of fractional differential equations, vol 204. North-Holland Mathematics Studies, Elsevier Science

    MATH  Google Scholar 

  • Kilbas AA, Srivastava HM (2006) Theory and applications of fractional differential equations. Elsevier, Amsterdam

    MATH  Google Scholar 

  • Kumar Y, Singh S, Srivastava N, Singh A, Singh VK (2020) Wavelet approximation scheme for distributed order fractional differential equations. Comput. Math. Appl. 80:1985–2017

    Article  MathSciNet  MATH  Google Scholar 

  • Kunoth A, Lyche T, Sangalli G, Serra-Capizzano S (2017) Splines and PDEs: From Approximation Theory to Numerical Linear Algebra, vol 2219. Lecture Notes in Mathematics. Springer, Cetraro, Italy

  • Liu Q, Gu Y, Zhuang P, Liu F, Nie Y (2011) An implicit RBF meshless approach for time fractional diffusion equations. Comput. Mech. 48:1–12

    Article  MathSciNet  MATH  Google Scholar 

  • Maurya RK, Singh VK (2023) A high-order adaptive numerical algorithm for fractional diffusion wave equation on non-uniform meshes. Numer. Algor. 92:1905–1950

    Article  MathSciNet  MATH  Google Scholar 

  • Miller RK (1978) An integrodifferential equation for rigid heat conductors with memory. J. Math. Anal. Appl. 66(2):313–332

    Article  MathSciNet  MATH  Google Scholar 

  • Mohebbi A (2017) Compact finite difference scheme for the solution of a time fractional partial integro-differential equation with a weakly singular kernel. Math. Meth. Appl. Sci. 40(18):7627–7639

    Article  MathSciNet  MATH  Google Scholar 

  • Nikhil S, Singh VK (2023) L3 approximation of Caputo derivative and its application to time-fractional wave equation-(I). Math. Comput. Simul. 205:532–557

    Article  MathSciNet  MATH  Google Scholar 

  • Nikhil S, Aman S, Kumar SV (2022) Computational algorithm for financial mathematical model based on European option. Math Sci. https://doi.org/10.1007/s40096-022-00474-0

    Article  Google Scholar 

  • Pinheiro Isabela F, Sphaier Leandro A, de Alves Leonardo SB (2018) Integral transform solution of integro-differential equations in conduction-radiation problems. Numer. Heat Transf. Part A Appl. 72(2):94–114

    Article  Google Scholar 

  • Qiu W, Da X, Guo J (2021) Numerical solution of the fourth-order partial integro-differential equation with multi-term kernels by the Sinc-collocation method based on the double exponential transformation. Appl. Math. Comput. 392:125693

    Article  MathSciNet  MATH  Google Scholar 

  • Rahimkhani P, Ordokhani Y (2020) Approximate solution of nonlinear fractional integro-differential equations using fractional alternative Legendre functions. J. Comput. Appl. Math. 365:112365

    Article  MathSciNet  MATH  Google Scholar 

  • Rong LJ, Phang C, Tay KG (2020) New method for solving fractional partial integro-differential equations by combination of Laplace transform and resolvent kernel method. Chin. J. Phys. 67:666–680

    Article  MathSciNet  Google Scholar 

  • Rostami Y (2022) A new wavelet method for solving a class of nonlinear partial integro-differential equations with weakly singular kernels. Math. Sci. 16:225–235

    Article  MathSciNet  MATH  Google Scholar 

  • Sadri K, Hosseini K, Baleanu D, Ahmadian A, Salahshour S (2021) Bivariate Chebyshev polynomials of the fifth kind for variable-order time-fractional partial integro-differential equations with weakly singular kernel. Adv Differ Equ. https://doi.org/10.1186/s13662-021-03507-5

    Article  MathSciNet  MATH  Google Scholar 

  • Sayevand K, Mirzaee F, Masti I (2023) On two-dimensional weakly singular fractional partial integro-differential equations and dual Bernstein polynomials. Numer. Methods Partial Differ. Equ. 39:2538–2560

    Article  MathSciNet  Google Scholar 

  • Schumaker Larry L (2015) Spline functions, computations methods. SIAM

    Book  MATH  Google Scholar 

  • Soori Z, Aminataei A (2019) A new approximation to Caputo-type fractional diffusion and advection equations on non-uniform meshes. Appl. Numer. Math. 144:21–41

    Article  MathSciNet  MATH  Google Scholar 

  • Srivastava N, Singh A, Kumar Y, Singh VK (2021) Efficient numerical algorithms for Riesz-space fractional partial differential equations based on finite difference/operational matrix. Appl. Numer. Math. 161:244–274

    Article  MathSciNet  MATH  Google Scholar 

  • Taghipour M, Aminikhah H (2022) A difference scheme based on cubic B-spline quasi-interpolation for the solution of a fourth-order time-fractional partial integro-differential equation with a weakly singular kernel. Sädhanä. https://doi.org/10.1007/s12046-022-02005-y

    Article  MATH  Google Scholar 

  • Taghipour M, Aminikhah H (2022) A fast collocation method for solving the weakly singular fractional integro-differential equation. Comput Appl Math. https://doi.org/10.1007/s40314-022-01845-y

    Article  MathSciNet  MATH  Google Scholar 

  • Walter R (1976) Principles of mathematical analysis, 3rd edn. McGraw-Hill, Inc

    MATH  Google Scholar 

  • Yashveer K, Singh VK (2021) Computational approach based on wavelets for financial mathematical model governed by distributed order fractional differential equation. Math. Comput. Simul. 190:531–569

    Article  MathSciNet  MATH  Google Scholar 

  • Yuan YX (2000) Review of trust region algorithms for optimization, ICIAM99. In: Proceedings of the Fourth International Congress on Industrial and Applied Mathematics. Oxford University Press, Edinburgh

  • Yuste SB, Acedo L (2005) An explicit finite difference method and a new von Neumann-type stability analysis for fractional diffusion equations. SIAM J. Numer. Anal. 42:1862–1874

    Article  MathSciNet  MATH  Google Scholar 

  • Zheng X, Chen H, Qiu W (2020) A Crank-Nicolson-type finite-difference scheme and its algorithm implementation for a nonlinear partial integro-differential equation arising from viscoelasticity. Comput Appl Math. https://doi.org/10.1007/s40314-020-01337-x

    Article  MathSciNet  MATH  Google Scholar 

  • Zhou J, Da X (2020) Alternating direction implicit difference scheme for the multi-term time-fractional integro-differential equation with a weakly singular kernel. Comput. Math. Appl. 79(2):244–255

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

We are very grateful to anonymous referees for their careful reading and valuable comments which led to the improvement of this paper.

Funding

This research work is not supported by any funding agencies.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed equally and significantly in writing this paper. All authors have read and approved the final paper.

Corresponding author

Correspondence to Hossein Aminikhah.

Ethics declarations

Conflict of interest

The authors declare that there are no conflicts of interest regarding the publication of this paper.

Additional information

Communicated by Agnieszka Malinowska.

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

Alavi, J., Aminikhah, H. An efficient parametric finite difference and orthogonal spline approximation for solving the weakly singular nonlinear time-fractional partial integro-differential equation. Comp. Appl. Math. 42, 350 (2023). https://doi.org/10.1007/s40314-023-02491-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-023-02491-8

Keywords

Mathematics Subject Classification

Navigation