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A robust scheme for Caputo variable-order time-fractional diffusion-type equations

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Abstract

The focus of this work is to construct a pseudo-operational Jacobi collocation scheme for numerically solving the Caputo variable-order time-fractional diffusion-type equations with applications in applied sciences. Modeling scientific phenomena in the context of fluid flow problems, curing reactions of thermosetting systems, solid oxide fuel cells, and solvent diffusion into heavy oils led to the appearance of these equations. For this reason, the numerical solution of these equations has attracted a lot of attention. More precisely, using pseudo-operational matrices and appropriate approximations based on bivariate Jacobi polynomials, the approximate solutions of the variable-order time-fractional diffusion-type equations in the Caputo sense with high accuracy are formally retrieved. Based on orthogonal bivariate Jacobi polynomials and their operational matrices, a sparse algebraic system is generated which makes implementing the proposed approach easy. An error bound is computed for the residual function by proving some theorems. To illustrate the accuracy and efficiency of the scheme, several illustrative examples are considered. The results demonstrate the efficiency of the present method compared to those achieved by the Legendre and Lucas multi-wavelet methods and the Crank-Nicolson compact method.

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References

  1. Abbaszadeh M, Dehghan M. Numerical investigation of reproducing kernel particla Galerkin method for solving fractional modified distributed-order anomalous sub-diffusion equation with error estimation. Appl Math Comput. 2021;392:125718.

    Google Scholar 

  2. Abdelrahman MAE, Inc M, Abdo N, Mobarak M. New exact solutions for the reaction-diffusion equation in mathematical physics. J Ocean Eng Sci. 2022. https://doi.org/10.1016/j.joes.2022.05.006.

    Article  Google Scholar 

  3. Abo-Gabal H, Zaky MA, Doha EH. Fractional Romanovski-Jacobi tau method for time-fractional partial differential equations with nonsmoothsolutions. Appl Numer Math. 2022. https://doi.org/10.1016/j.apnum.2022.

    Article  Google Scholar 

  4. Ahmadinia M, Safari Z, Abbasi M. Local discontinuous Galerkin method for time variable order fractional differential equations with sub-diffusion and super-diffusion. Appl Numer Math. 2020;157:602–18.

    Article  Google Scholar 

  5. Alghtani M, Owolabi KM, Saad KM, Pindza E. Efficient numerical techniques for computing the Riesz fractional-order reaction-diffusion models arising in biology. Chaos, Solitons & Fractals. 2022;161: 112394.

    Article  Google Scholar 

  6. Ali U, Ahmad H, Abu-Zinadah H. Soliton solutions for nonlinear variable-order fractional Korteweg-de Vries (KdV) equation arising in shallow water waves. J Ocean Eng Sci. 2022. https://doi.org/10.1016/j.joes.2022.06.011.

    Article  Google Scholar 

  7. Athar K, Doranehgard MH, Eghbali S, Dehghanpour H. Measuring diffusion coefficients of gaseous propane in heavy oil at elevated temperatures. J Ther Anal Calorim. 2020;139:2633–45.

    Article  CAS  Google Scholar 

  8. Biazar J, Sadri K. Two-variable Jacobi polynomials for solving some fractional partial differential equations. J Comput Math. 2020;38(6):849–73.

    Article  Google Scholar 

  9. Biazar J, Sadri K. Solution of weakly singular fractional integro-differential equations by using a new operational approach. J Comput Appl Math. 2019;352:453–77.

    Article  Google Scholar 

  10. Cao J, Qiu Y, Song G. A compact finite difference scheme for variable order subdiffusion equation. Commun Nonlinear Sci Numer Simul. 2017;48:140–9.

    Article  Google Scholar 

  11. Dehestani H, Ordokhani Y, Razzaghi M. A novel direct method based on the Lucas multiwavelet functions for variable-order fractional reaction-diffusion and subdiffusion equations. Numer Linear Algebra Appl. 2021;28: e2346. https://doi.org/10.1002/nla.2346.

    Article  Google Scholar 

  12. Dubey S, Chakraverty S. Application of modified extended tanh method in solving fractional order coupled wave equations. Math Comput Simul. 2022;198:509–20.

    Article  Google Scholar 

  13. Dwivedi KD, Sing J. Numerical solution of two-dimensional fractional-order reaction advaction sub-diffusion equation with finite-difference Fibonacci collocation method. Math Comput Simul. 2021;181:38–50.

    Article  Google Scholar 

  14. Guo BY, Wang LL. Jacobi approximations in non-uniformly Jacobi-weighted Sobolev spaces. J Approx Theory. 2004;128:1–41.

    Article  Google Scholar 

  15. Heydari MH. Wavelets Galerkin method for the fractional subdiffusion equation. J Comput Nonlinear Dyn. 2016;11(6): 061014.

    Article  Google Scholar 

  16. Heydari MH, Razzaghi M. Jacobi spectral method for variable-order fractional Benney-Lin equation arising in falling film problems. J Comput Appl Math. 2022;402: 113813.

    Article  Google Scholar 

  17. Hormander L. The analysis of linear partial differential operators. Berlin: Springer; 1990.

    Google Scholar 

  18. Hosseini K, Sadri K, Mirzazadeh M, Chu YM, Ahmadian A, Pansera BA. A high-order nonlinear Schrodinger equation with the weak non-local nonlinearity and its optical solitons. Results Phys. 2021;23: 104035.

    Article  Google Scholar 

  19. Hu D, Cai W, Gu XM, Wang Y. Efficient energy preserving Galerkin-Legendre spectral method for fractional nonlinear Schrodinger equation with wave operator. Appl Numer Math. 2022;172:608–28.

    Article  Google Scholar 

  20. Kumar D, Seadawy R, Joardar AK. Modified Kudryashov method via new exact solutions for some conformable fractional differential equations arising in mathematical biology. Chin J Phys. 2018;56(1):75–85.

    Article  Google Scholar 

  21. Lal S, Kumari P. Approximation of functions with bounded derivative and solution of Riccati differential equations by Jacobi wavelet operational matrix. Appl Math Comput. 2021;349: 125834.

    Google Scholar 

  22. Lu J, Yang M, Nie Y. Convergence analysis of Jacobi spectral collocation methods for weakly singular nonlocal diffusion equationswith volume constrains. Appl Math Comput. 2022;431: 127345.

    Google Scholar 

  23. Mamun A, Ananna SN, An T, Asaduzzaman Md, Rana MdS. Sine-Gordon expansion method to construct the solitary wave solutions of a family of 3D fractional WBBM equations. Results Phys. 2022;40: 105845.

    Article  Google Scholar 

  24. Marom O, Momoniat E. A comparison of numerical solutions of fractional diffusion models in finance. Nonlinear Anal Real World Appl. 2009;10:3435–42.

    Article  Google Scholar 

  25. Mittal AK. Error analysis and approximation of Jacobi pseudospectral method for the integer and fractional order integro-differential equation. Appl Numer Math. 2022;171:249–68.

    Article  Google Scholar 

  26. Nawaz M, Awais M. Triple diffusion of species in fluid regime using tangent hyperbolic rheology. J Therm Anal Calorim. 2021;146:775–85.

    Article  CAS  Google Scholar 

  27. Obembe AD. A fractional diffusion model for single-well simulation in geological media. J Pet Sci Eng. 2020;191: 107162.

    Article  CAS  Google Scholar 

  28. Pandey P, Kumar S, Gomez-Aguilar JF, Baleanu D. An efficient technique for solving the space-time fractional reaction-diffusion equation in porous media. Chin J Phys. 2020;65:483–92.

    Article  Google Scholar 

  29. Pu Z, Ran M, Luo H. Fast and high-order difference scheme for the fourth-order fractional sub-diffusion equations with spatially variable coefficient under the first Dirichlet boundary conditions. Math Comput Simul. 2021;187:110–33.

    Article  Google Scholar 

  30. Rezazadeh T, Najafi E. Jacobi collocation method and smoothing transformation for numerical solution of neutral nonlinear weakly singular Fredholm integro-differential equations. Appl Numer Math. 2022;181:135–50.

    Article  Google Scholar 

  31. Sadri K, Aminikhah H. An efficient numerical method for solving a class of variable-order fractional mobile-immobile advaction-dispersion equations and its convergence analysis. Chaos, Solitons & Fractals. 2021;146: 110896.

    Article  Google Scholar 

  32. Saffarian M, Mohebbi A. Reduced proper orthogonal decomposition spectral element method for the solution of 2D multi-term time fractional mixed diffusion and diffusion-wave equations in linear and nonlinear models. Comput Math Appl. 2022;117:127–54.

    Article  Google Scholar 

  33. Schawe JEK. Investigation of the influence of diffusion control on the curing reaction using DSC and temperature modulated DSC. J Therm Anal Calorim. 2001;64:599–608.

    Article  CAS  Google Scholar 

  34. Shojaeizadeh T, Mahmoudi M, Darehmiraki M. Optical control problem of advection-diffusion-reaction equation of kind fractal-fractional applying shifted Jacobi polynomials. Chaos, Solitons & Fractals. 2021;143: 110568.

    Article  Google Scholar 

  35. Solsvik J, Jakobsen HA. Effects of Jacobi polynomials on the numerical solution of the pellet equation using the orthogonal Collocation, Galerkin, tau, and least squares methods. Comput Chem Eng. 2012;39:1–21.

    Article  CAS  Google Scholar 

  36. Stoer J, Bulirsch R. Introduction to Numerical Analysis. 3rd ed. New York, NY: Springer; 2002.

    Book  Google Scholar 

  37. Takami MR, Ganji DD, Delavar MA, Bozorgmehri S. A parametric study of the heat and mass diffusion dimensionless parameter in SOFC with DIR by lattice Boltzmann method. J Therm Anal Calorim. 2021;146:2639–53.

    Article  Google Scholar 

  38. Wei Q, Yang S, Zhou HW, Zhang SQ, Hou W. Fractional diffusion models for radionuclide anomalous transport in geological repository systems. Chaos, Solitons & Fractals. 2021;146: 110863.

    Article  Google Scholar 

  39. Yadav S, Kumar D, Nisar KS. A reliable numerical method for solving fractional reaction-diffusion equations. J King Saud Univ-Sci. 2021;33(2): 101320.

    Article  Google Scholar 

  40. Zaky MA, Hendy AS, Suragan D. Logarithmic Jacobi collocation method for Caputo-Hadamard fractional differential equations. Appl Numer Math. 2022;181:326–46.

    Article  Google Scholar 

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Authours’ contributions are as: Data curation, Formal analysis, Investigation, Methodology, Software, Writing-original draft by KS, Data curation, Resources, Validation, Writing-review & editing by KH, Resources, Supervision, Visualization, Writing-review & editing by DB, SS, EH. Authors declare that the study was carried out collaboratively with a division of responsibilities. All authors read and approved the final manuscript.

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Correspondence to Khadijeh Sadri or Dumitru Baleanu.

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Sadri, K., Hosseini, K., Baleanu, D. et al. A robust scheme for Caputo variable-order time-fractional diffusion-type equations. J Therm Anal Calorim 148, 5747–5764 (2023). https://doi.org/10.1007/s10973-023-12141-0

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