Design and Study of a Computational Technique for a Class of 2D Nonlinear Time-Fractional Variable-Order Advection-Reaction-Diffusion Equation

A. S. V. Ravi Kanth , Varela Pavankalyan

Communications on Applied Mathematics and Computation ›› : 1 -39.

PDF
Communications on Applied Mathematics and Computation ›› :1 -39. DOI: 10.1007/s42967-025-00550-x
Original Paper
research-article
Design and Study of a Computational Technique for a Class of 2D Nonlinear Time-Fractional Variable-Order Advection-Reaction-Diffusion Equation
Author information +
History +
PDF

Abstract

This paper examines the design and study of a computational technique to address a class of 2D nonlinear time-fractional variable-order advection-reaction-diffusion equations. In the temporal direction, the Caputo fractional variable-order derivative is discretized as a linear B-spline basis function. The spatial variables are then discretized and analyzed using a modified Bi-cubic B-spline basis methodology on a piecewise uniform mesh. It is shown that the resultant discrete scheme exhibits unconditional stability and convergence with an order of convergence

(Δς2-ϱ(x¯,ς)+h2)
, where h is the maximum value of
(hx,hy)
. In order to confirm the theoretical conclusions and illustrate the efficiency of the approach, certain examples that have been solved are presented. In summary, the numerical findings illustrate that the suggested approach is straightforward, effective, adaptable, and reliable, and also validate the precision of the error estimates reported in the study.

Keywords

Time-fractional variable-order derivative / Advection-reaction-diffusion equation / Bi-cubic B-spline functions / Stability / Convergence / 35R11 / 65M06 / 65M12

Cite this article

Download citation ▾
A. S. V. Ravi Kanth, Varela Pavankalyan. Design and Study of a Computational Technique for a Class of 2D Nonlinear Time-Fractional Variable-Order Advection-Reaction-Diffusion Equation. Communications on Applied Mathematics and Computation 1-39 DOI:10.1007/s42967-025-00550-x

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Arora G, Singh BK. Numerical solution of Burgers’ equation with modified cubic B-spline differential quadrature method. Appl. Math. Comput.. 2013, 224: 166-177

[2]

Bhrawy AH, Zaky MA. Numerical simulation for two-dimensional variable-order fractional nonlinear cable equation. Nonlinear Dyn.. 2015, 80: 101-116.

[3]

Bhrawy AH, Zaky MA. Highly accurate numerical schemes for multi-dimensional space variable-order fractional Schrödinger equations. Comput. Math. Appl.. 2017, 73: 1100-1117.

[4]

Biglari M, Soheili AR, Toutounian F. A stable RBF-FD method for solving two-dimensional variable-order time fractional advection-diffusion equation. Eng. Anal. Bound. Elem.. 2023, 152: 582-597.

[5]

Chen Y, Zhang J, Pan C. Numerical approximation of a variable-order time fractional advection-reaction-diffusion model via shifted Gegenbauer polynomials. AIMS Math.. 2022, 7: 15612-15632.

[6]

Coimbra CFM. Mechanics with variable-order differential operators. Ann. Phys. (Leipzig). 2003, 12: 692-703.

[7]

Du R, Alikhanov AA, Sun ZZ. Temporal second order difference schemes for the multi-dimensional variable-order time fractional sub-diffusion equations. Comput. Math. Appl.. 2020, 79: 2952-2972.

[8]

Echeverría C, Liesen J, Nabben R. Block diagonal dominance of matrices revisited: bounds for the norms of inverses and eigenvalue inclusion sets. Linear Algebra Appl.. 2018, 553: 365-383.

[9]

Elsherbeny AM, El-hassani RM, El-badry H, Abdallah MI. Solving 2D-Poisson equation using modified cubic B-spline differential quadrature method. Ain Shams Eng. J.. 2018, 9: 2879-2885.

[10]

Fang ZW, Sun HW, Wang H. A fast method for variable-order Caputo fractional derivative with applications to time-fractional diffusion equations. Comput. Math. Appl.. 2020, 80: 1443-1458.

[11]

Hall C. On error bounds for spline interpolation. J. Approx. Theory. 1968, 1: 209-218.

[12]

Hosseini VR, Koushki M, Zou WN. The meshless approach for solving 2D variable-order time-fractional advection-diffusion equation arising in anomalous transport. Eng. Comput.. 2022, 38: 2289-2307.

[13]

Hosseini VR, Mehrizi AA, Karimi-Maleh H, Naddafi M. A numerical solution of fractional reaction-convection-diffusion for modeling PEM fuel cells based on a meshless approach. Eng. Anal. Bound. Elem.. 2023, 155: 707-716.

[14]

Hosseininia, M., Heydari, M.H.: Legendre wavelets for the numerical solution of nonlinear variable-order time fractional 2D reaction-diffusion equation involving Mittag-Leffler non-singular kernel. Chaos Solitons Fractals 127, 400–407 (2019)

[15]

Hosseininia M, Heydari MH, Avazzadeh Z, Ghaini FMM. Two-dimensional Legendre wavelets for solving variable-order fractional nonlinear advection-diffusion equation with variable coefficients. Int. J. Nonlinear Sci. Numer. Simul.. 2018, 19: 793-802.

[16]

Joshi P, Pathak M, Lin J. Numerical study of generalized 2-D nonlinear Benjamin-Bona-Mahony-Burgers equation using modified cubic B-spline differential quadrature method. Alex. Eng. J.. 2023, 67: 409-424.

[17]

Kheirkhah F, Hajipour M, Baleanu D. The performance of a numerical scheme on the variable-order time-fractional advection-reaction-subdiffusion equations. Appl. Numer. Math.. 2022, 178: 25-40.

[18]

Li, Z., Yazdani, A., Tartakovsky, A., Karniadakis, G.E.: Transport dissipative particle dynamics model for mesoscopic advection-diffusion-reaction problems. J. Chem. Phys. 143, 014101 (2015)

[19]

Liu J, Fu H. An efficient qsc approximation of variable-order time-fractional mobile-immobile diffusion equations with variably diffusive coefficients. J. Sci. Comput.. 2022, 93: 38.

[20]

Liu J, Li X, Hu X. A RBF-based differential quadrature method for solving two-dimensional variable-order time fractional advection-diffusion equation. J. Comput. Phys.. 2019, 384222-238.

[21]

Liu J, Li XK, Hu X. A novel local Hermite radial basis function-based differential quadrature method for solving two-dimensional variable-order time fractional advection-diffusion equation with Neumann boundary conditions. Numer. Methods Partial Differ. Equ.. 2023, 39: 2998-3019.

[22]

Lyche, T., Morken, K.: Spline methods draft. Department of Informatics, Center of Mathematics for Applications, University of Oslo, Oslo, pp. 3–8 (2008)

[23]

Mittal RC, Tripathi A. Numerical solutions of two-dimensional Burgers’ equations using modified bi-cubic B-spline finite elements. Eng. Comput.. 2015, 32: 1275-1306.

[24]

Mohammadi F, Hassani H. Numerical solution of two-dimensional variable-order fractional optimal control problem by generalized polynomial basis. J. Optim. Theory Appl.. 2019, 180: 536-555.

[25]

Perez LJ, Hidalgo JJ, Dentz M. Reactive random walk particle tracking and its equivalence with the advection-diffusion-reaction equation. Water Resour. Res.. 2019, 55: 847-855.

[26]

Pudykiewicz JA. Numerical solution of the reaction-advection-diffusion equation on the sphere. J. Comput. Phys.. 2006, 213: 358-390.

[27]

Ramirez L, Coimbra C. A variable order constitutive relation for viscoelasticity. Ann. Phys.. 2007, 519: 543-552.

[28]

Ray SS. A new approach by two-dimensional wavelets operational matrix method for solving variable-order fractional partial integro-differential equations. Numer. Methods Partial Differ. Equ.. 2021, 37: 341-359.

[29]

Reutskiy S, Chen CS, Lu J, Lin J. A novel method for solving time-dependent 2D advection-diffusion-reaction equations to model transfer in nonlinear anisotropic media. Commun. Comput. Phys.. 2019, 26: 233-264.

[30]

Rohila R, Mittal R. An efficient bi-cubic B-spline ADI method for numerical solutions of two-dimensional unsteady advection-diffusion equations. Int. J. Numer. Methods Heat Fluid Flow. 2018, 28: 2620-2649.

[31]

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

[32]

Saffarian M, Mohebbi A. An efficient numerical method for the solution of 2D variable order time fractional mobile-immobile advection-dispersion model. Math. Methods Appl. Sci.. 2021, 44: 5908-5929.

[33]

Shahid N, Ahmed N, Baleanu D, Alshomrani AS, Iqbal MS, Rehman MA, Shaikh TS, Rafiq M. Novel numerical analysis for nonlinear advection-reaction-diffusion systems. Open Phys.. 2020, 18: 112-125.

[34]

Shekari Y, Tayebi A, Heydari MH. A meshfree approach for solving 2D variable-order fractional nonlinear diffusion-wave equation. Comput. Methods Appl. Mech. Eng.. 2019, 350: 154-168.

[35]

Sheng H, Sun H, Coopmans C, Chen Y, Bohannan G. A physical experimental study of variable-order fractional integrator and differentiator. Eur. Phys. J. Spec. Top.. 2011, 193: 93-104.

[36]

Shukla H, Tamsir M. An exponential cubic B-spline algorithm for multi-dimensional convection-diffusion equations. Alex. Eng. J.. 2018, 57: 1999-2006.

[37]

Soon C, Coimbra C, Kobayashi M. The variable viscoelasticity oscillator. Ann. Phys.. 2005, 517: 378-389.

[38]

Sun H, Chen W, Chen Y. Variable-order fractional differential operators in anomalous diffusion modeling. Physica A. 2009, 388: 4586-4592.

[39]

Sun H, Chen W, Sheng H, Chen Y. On mean square displacement behaviors of anomalous diffusions with variable and random orders. Phys. Lett. A. 2010, 374: 906-910.

[40]

Sun H, Chen W, Wei H, Chen Y. A comparative study of constant-order and variable-order fractional models in characterizing memory property of systems. Eur. Phys. J. Spec. Top.. 2011, 193: 185-192.

[41]

Sun H, Chen Y, Chen W. Random-order fractional differential equation models. Signal Process.. 2011, 91: 525-530.

[42]

Tayebi A, Shekari Y, Heydari MH. A meshless method for solving two-dimensional variable-order time fractional advection-diffusion equation. J. Comput. Phys.. 2017, 340: 655-669.

[43]

Wei S, Chen W, Zhang Y, Wei H, Garrard RM. A local radial basis function collocation method to solve the variable-order time fractional diffusion equation in a two-dimensional irregular domain. Numer. Methods Partial Differ. Equ.. 2018, 34: 1209-1223.

RIGHTS & PERMISSIONS

Shanghai University

PDF

6

Accesses

0

Citation

Detail

Sections
Recommended

/