Open Access Articles Version 1 https://doi.org/10.12345/hvycys24

Approximate solution of a class of two-dimensional non-linear variable order fractional reaction-diffusion equations in porous media

Vol. 1 No. 1 (2026): Volume 1, Issue 1, (January - June) 2026 Prashant Pandey1 Suraj Prasad2 Priya Kumari3
  1. K.S. Saket P.G. College, Ayodhya, India , IN
  2. K.S. Saket P.G. College, Ayodhya, India , IN
  3. Jhunjhunwala Group of Institution, Faizabad, India , IN
Published: June 30, 2026

Abstract

In the present scientific article, an efficient operational matrix based on the famous Bernstein polynomials is applied for the numerical solution of two-dimensional non-linear variable  order reaction-diffusion equation in porous media with given initial and boundary conditions. An operational matrix is constructed for fractional variable order differentiation w.r.to space variable x, y and time t, so that our proposed model is converted into a system of non-linear algebraic equations with the help of collocation method, which can be solved employing the Newton-Iteration method.  The salient features of the article are finding the stability analysis and error bounds of the proposed method and also the validation and the effectiveness of the method through the RMS,  L_{\infty}  and L 2 errors.  The physical presentation of the these errors for considered two-dimensional non-linear variable order reaction-diffusion with their exact solutions shows the method is too good for finding the solution of these kind of problems. 

Keywords:

References

Arikoglu, A., & Ozkol, I. (2007). Solution of fractional differential equations by using differential transform method. Chaos, Solitons & Fractals, 34(5), 1473–1481. Atangana, A., Hammouch, Z., Mophou, G., & Owolabi, K. M. (2018). Focus point on modelling complex real-world problems with fractal and new trends of fractional differentiation. Babolian, E., & Fattahzadeh, F. (2007). Numerical computation method in solving integral equations by using Chebyshev wavelet operational matrix of integration. Applied Mathematics and Computation, 188(1), 1016–1022. Bear, J., & Verruijt, A. (1987). Modeling of groundwater flow and pollution. D. Reidel Publishing Company. Bhrawy, A. H., Doha, E. H., Ezz-Eldien, S. S., & Abdelkawy, M. A. (2016). A numerical technique based on the shifted Legendre polynomials for solving the time-fractional coupled KdV equations. Calcolo, 53(1), 1–17. Brewer, J. (1978). Kronecker products and matrix calculus in system theory. IEEE Transactions on Circuits and Systems, 25(9), 772–781. Chen, C.-M., Liu, F., Turner, I., & Anh, V. (2010). Numerical schemes and multivariate extrapolation of a two-dimensional anomalous sub-diffusion equation. Numerical Algorithms, 54(1), 1–21. Chen, S., Liu, F., & Burrage, K. (2014). Numerical simulation of a new two-dimensional variable-order fractional percolation equation in non-homogeneous porous media. Computers & Mathematics with Applications, 68(12), 2133–2141. Chen, Y.-M., Liu, L.-Q., Liu, D., & Boutat, D. (2018). Numerical study of a class of variable order nonlinear fractional differential equation in terms of Bernstein polynomials. Ain Shams Engineering Journal, 9(4), 1235–1241. Das, S., & Rajeev, S. (2010). Solution of fractional diffusion equation with a moving boundary condition by variational iteration method and Adomian decomposition method. Zeitschrift für Naturforschung A, 65(10), 793–799. Fu, Z.-J., Chen, W., & Ling, L. (2015). Method of approximate particular solutions for constant- and variable-order fractional diffusion models. Engineering Analysis with Boundary Elements, 57, 37–46. Fu, Z.-J., Chen, W., & Yang, H.-T. (2013). Boundary particle method for Laplace transformed time fractional diffusion equations. Journal of Computational Physics, 235, 52–66. Ghanbari, B., & Atangana, A. (2020). An efficient numerical approach for fractional diffusion partial differential equations. Alexandria Engineering Journal. Graham, A. (2018). Kronecker products and matrix calculus with applications. Courier Dover Publications. Hajipour, M., Jajarmi, A., Baleanu, D., & Sun, H. (2019). On an accurate discretization of a variable-order fractional reaction-diffusion equation. Communications in Nonlinear Science and Numerical Simulation, 69, 119–133. Heydari, M. H., & Atangana, A. (2019). A cardinal approach for nonlinear variable-order time fractional Schrödinger equation defined by Atangana–Baleanu–Caputo derivative. Chaos, Solitons & Fractals, 128, 339–348. Heydari, M. H., Atangana, A., Avazzadeh, Z., & Mahmoudi, M. R. (2020). An operational matrix method for nonlinear variable-order time fractional reaction–diffusion equation involving Mittag-Leffler kernel. The European Physical Journal Plus, 135(2), 1–19. Hosseininia, M., Heydari, M. H., Avazzadeh, Z., & Maalek Ghaini, F. M. (2018). Two-dimensional Legendre wavelets for solving variable-order fractional nonlinear advection-diffusion equation with variable coefficients. International Journal of Nonlinear Sciences and Numerical Simulation, 19(7–8), 793–802. Johnston, S. J., Jafari, H., Moshokoa, S. P., Ariyan, V. M., & Baleanu, D. (2016). Laplace homotopy perturbation method for Burgers equation with space- and time-fractional order. Open Physics, 14(1), 247–252. Kajani, M. T., Ghasemi, M., & Babolian, E. (2007). Comparison between the homotopy perturbation method and the sine–cosine wavelet method for solving linear integro-differential equations. Computers & Mathematics with Applications, 54(7–8), 1162–1168. Khane Keshi, F., Parsa Moghaddam, B., & Aghili, A. (2018). A numerical approach for solving a class of variable-order fractional functional integral equations. Computational and Applied Mathematics, 37(4), 4821–4834. Kilbas, A. A., Srivastava, H. M., & Trujillo, J. J. (2006). Preface. Kumar, S., & Pandey, P. (2020a). A Legendre spectral finite difference method for the solution of non-linear space-time fractional Burger’s–Huxley and reaction-diffusion equation with Atangana–Baleanu derivative. Chaos, Solitons & Fractals, 130, Article 109402. Kumar, S., & Pandey, P. (2020b). Quasi wavelet numerical approach of non-linear reaction diffusion and integro reaction-diffusion equation with Atangana–Baleanu time fractional derivative. Chaos, Solitons & Fractals, 130, Article 109456. Kumar, S., Pandey, P., Das, S., & Craciun, E. M. (2019). Numerical solution of two-dimensional reaction–diffusion equation using operational matrix method based on Genocchi polynomial. Part I: Genocchi polynomial and operational matrix. Proceedings of the Romanian Academy, Series A: Mathematics, Physics, Technical Sciences, Information Science, 20(4), 393–399. Li, Y., & Zhao, W. (2010). Haar wavelet operational matrix of fractional order integration and its applications in solving the fractional order differential equations. Applied Mathematics and Computation, 216(8), 2276–2285. Lin, R., Liu, F., Anh, V., & Turner, I. (2009). Stability and convergence of a new explicit finite-difference approximation for the variable-order nonlinear fractional diffusion equation. Applied Mathematics and Computation, 212(2), 435–445. Liu, J., Li, X., & Hu, X. (2019). A RBF-based differential quadrature method for solving two-dimensional variable-order time fractional advection-diffusion equation. Journal of Computational Physics, 384, 222–238. Lv, C., & Xu, C. (2016). Error analysis of a high order method for time-fractional diffusion equations. SIAM Journal on Scientific Computing, 38(5), A2699–A2724. Machado, J. A. T., & Parsa Moghaddam, B. (2018). A robust algorithm for nonlinear variable-order fractional control systems with delay. International Journal of Nonlinear Sciences and Numerical Simulation, 19(3–4), 231–238. Meerschaert, M. M., & Tadjeran, C. (2004). Finite difference approximations for fractional advection–dispersion flow equations. Journal of Computational and Applied Mathematics, 172(1), 65–77. Oldham, K., & Spanier, J. (1974). The fractional calculus: Theory and applications of differentiation and integration to arbitrary order. Elsevier. Ortigueira, M. D., Valério, D., & Machado, J. T. (2019). Variable order fractional systems. Communications in Nonlinear Science and Numerical Simulation, 71, 231–243. Pandey, P., & Gómez-Aguilar, J. F. (n.d.). On solution of a class of nonlinear variable order fractional reaction–diffusion equation with Mittag-Leffler kernel. Numerical Methods for Partial Differential Equations. [Year, volume, issue, and pages not provided.] Pandey, P., Kumar, S., & Das, S. (2019). Approximate analytical solution of coupled fractional order reaction-advection-diffusion equations. The European Physical Journal Plus, 134(7), Article 364. Pandey, P., Kumar, S., Gómez-Aguilar, J. F., & Baleanu, D. (2020). An efficient technique for solving the space-time fractional reaction-diffusion equation in porous media. Chinese Journal of Physics. Pandey, P., Kumar, S., Jafari, H., & Das, S. (2019). An operational matrix for solving time-fractional order Cahn-Hilliard equation. Thermal Science. Parsa Moghaddam, B., & Machado, J. A. T. (2017a). A computational approach for the solution of a class of variable-order fractional integro-differential equations with weakly singular kernels. Fractional Calculus and Applied Analysis, 20(4), 1023–1042. Parsa Moghaddam, B., & Machado, J. A. T. (2017b). Extended algorithms for approximating variable order fractional derivatives with applications. Journal of Scientific Computing, 71(3), 1351–1374. Podlubny, I. (1998). Fractional differential equations: An introduction to fractional derivatives, fractional differential equations, to methods of their solution and some of their applications (Vol. 198). Academic Press. Saad, K. M., Al-Shareef, E. H. F., Alomari, A. K., Baleanu, D., & Gómez-Aguilar, J. F. (2020). On exact solutions for time-fractional Korteweg–de Vries and Korteweg–de Vries–Burgers equations using homotopy analysis transform method. Chinese Journal of Physics, 63, 149–162. Soon, C. M., Coimbra, C. F. M., & Kobayashi, M. H. (2005). The variable viscoelasticity oscillator. Annalen der Physik, 14(6), 378–389. Valério, D., & Sá da Costa, J. (2013). Variable order fractional controllers. Asian Journal of Control, 15(3), 648–657. Yépez-Martínez, H., & Gómez-Aguilar, J. F. (2020). Laplace variational iteration method for modified fractional derivatives with nonsingular kernel. Journal Archive, 6. Yousefi, S. A., & Behroozifar, M. (2010). Operational matrices of Bernstein polynomials and their applications. International Journal of Systems Science, 41(6), 709–716. Zayernouri, M., & Karniadakis, G. E. (2015). Fractional spectral collocation methods for linear and nonlinear variable-order FPDEs. Journal of Computational Physics, 293, 312–338.