Abstract
In this work, a radial basis function (RBF)-based numerical scheme is developed which uses the Coimbra variable time fractional derivative of order \(0<\alpha (t,x)< 1\). The Coimbra derivative can efficiently model a dynamical system whose fractional-order behavior changes with time and space locations. The RBF can effectively approximate spatial derivatives in multi-dimensions. The resulted numerical scheme is RBF–FD type and is validated for solute transport problems in 1D and 2D dimension domains. Various cases of variable-order \(0<\alpha (t,x)< 1\) have been discussed. The present numerical scheme can effectively approximate those variable-order models whose exact solution can not be obtained in a simple way.
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References
Addison PS, Qu B, Ndumu AS, Pyrah IC (1998) A particle tracking model for non-fickian subsurface diffusion. Math Geol 30(6):695–716
Anderson EJ, Phanikumar MS (2011) Surface storage dynamics in large rivers: comparing three-dimensional particle transport, one-dimensional fractional derivative, and multirate transient storage models. Water Resour Res 47(9):1–15
Anh VV, Angulo JM, Ruiz-Medina MD (2005) Diffusion on multifractals. Nonlinear Anal Theory Method Appl 63(5–7):e2043–e2056
Behrens J, Iske A, Martin K (2003) Adaptive meshfree method of backward characteristics for nonlinear transport equations. Meshfree methods for partial differential equations. Springer, Berlin, Heidelberg, pp 21–36
Bhrawy A, Zaky M (2016) A fractional-order jacobi tau method for a class of time-fractional pdes with variable coefficients. Math Methods Appl Sci 39(7):1765–1779
Buhmann MD (2003) Radial basis functions: theory and implementations, vol 12. Cambridge University Press, Cambridge
Caputo M (2003) Diffusion with space memory modelled with distributed order space fractional differential equations. Ann Geophys 46(2). https://doi.org/10.4401/ag-3395
Chen CM, Liu F, Anh V, Turner I (2010) Numerical schemes with high spatial accuracy for a variable-order anomalous subdiffusion equation. SIAM J Sci Comput 32(4):1740–1760
Coimbra CFM (2003) Mechanics with variable-order differential operators. Ann Phys 12(11–12):692–703
Cooper GRJ, Cowan DR (2004) Filtering using variable order vertical derivatives. Comput Geosci 30(5):455–459
Fasshauer GE (2007) Meshfree approximation methods with MATLAB, vol 6. World Scientific, Singapore
Field MS, Leij FJ (2012) Solute transport in solution conduits exhibiting multi-peaked breakthrough curves. J Hydrol 440:26–35
Hardy RL (1971) Multiquadric equations of topography and other irregular surfaces. J Geophys Res 76(8):1905–1915
Ingman D, Suzdalnitsky J (2004) Control of damping oscillations by fractional differential operator with time-dependent order. Comput Methods Appl Mech Eng 193(52):5585–5595
Keshi FK, Moghaddam BP, Aghili A (2018) A numerical approach for solving a class of variable-order fractional functional integral equations. Comput Appl Math 37(4):4821–4834
Kikuchi K, Negoro A (1997) On Markov process generated by pseudodifferential operator of variable order. Osaka J Math 34(2):319–335
Kim S, Kavvas ML (2006) Generalized ficks law and fractional ade for pollution transport in a river: Detailed derivation. J Hydrol Eng 11(1):80–83
Kunze H, Davide LT, Mendivil F, Vrscay ER (2011) Fractal-based methods in analysis. Springer Science & Business Media, Berlin
Moghaddam BP, Machado JAT (2017a) A computational approach for the solution of a class of variable-order fractional integro-differential equations with weakly singular kernels. Fract Calc Appl Anal 20(4):1023
Moghaddam BP, Machado JAT (2017b) Sm-algorithms for approximating the variable-order fractional derivative of high order. Fund Inf 151(1–4):293–311
Moghaddam BP, Machado JAT, Babaei A (2018) A computationally efficient method for tempered fractional differential equations with application. Comput Appl Math 37(3):3657–3671
Pedro HTC, Kobayashi MH, Pereira JMC, Coimbra CFM (2008) Variable order modeling of diffusive-convective effects on the oscillatory flow past a sphere. J Vib Control 14(9–10):1659–1672
Ramirez LES, Coimbra CFM (2010) On the selection and meaning of variable order operators for dynamic modeling. Int J Differ Equ 2010:16. https://doi.org/10.1155/2010/846107
Samko SG (1995) Fractional integration and differentiation of variable order. Anal Math 21(3):213–236
Sokolov IM, Chechkin AV, Klafter J (2004) Fractional diffusion equation for a power-law-truncated lévy process. Phys A 336(3–4):245–251
Sousa JVC, de Oliveira EC (2018) On the \(\psi \)-hilfer fractional derivative. Commun Nonlinear Sci Numer Simul 60:72–91
Sousa JVC, de Oliveira EC (2019) Leibniz type rule: \(\psi \)-hilfer fractional operator. Commun Nonlinear Sci Numer Simul 77:305–311
Sun HG, Chen W, Chen YQ (2009) Variable-order fractional differential operators in anomalous diffusion modeling. Phys A 388(21):4586–4592
Tayebi A, Shekari Y, Heydari MH (2017) A meshless method for solving two-dimensional variable-order time fractional advection-diffusion equation. J Comput Phys 340:655–669
Tseng C-C (2006) Design of variable and adaptive fractional order fir differentiators. Sig Process 86(10):2554–2566
Uddin M, Haq S (2011) Rbfs approximation method for time fractional partial differential equations. Commun Nonlinear Sci Numer Simul 16(11):4208–4214
Zaky MA (2018) A legendre spectral quadrature tau method for the multi-term time-fractional diffusion equations. Comput Appl Math 37(3):3525–3538
Zhang H, Liu F, Phanikumar MS, Meerschaert MM (2013) A novel numerical method for the time variable fractional order mobile-immobile advection-dispersion model. Comput Math Appl 66(5):693–701
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Communicated by José Tenreiro Machado.
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Uddin, M., Din, I.U. A numerical method for solving variable-order solute transport models. Comp. Appl. Math. 39, 320 (2020). https://doi.org/10.1007/s40314-020-01355-9
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DOI: https://doi.org/10.1007/s40314-020-01355-9