Abstract
In this article, we construct a new numerical approach for solving the time-fractional Fokker–Planck equation. The shifted Jacobi polynomials are used as basis functions, and the fractional derivative is described in the sense of Caputo. The proposed approach is a combination of shifted Jacobi Gauss–Lobatto scheme for the spatial discretization and the shifted Jacobi Gauss–Radau scheme for temporal approximation. The problem is then reduced to a problem consisting of a system of algebraic equations that greatly simplifies the problem. In addition, our numerical algorithm is also applied for solving the space-fractional Fokker–Planck equation and the time–space-fractional Fokker–Planck equation. Numerical results are consistent with the theoretical analysis, indicating the high accuracy and effectiveness of the proposed algorithm.
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References
Magin, R.L.: Fractional Calculus in Bioengineering. Begell House Publishers, New York (2006)
Metzler, R., Klafter, J.: The restaurant at the end of the random walk: recent developments in the description of anomalous transport by fractional dynamics. J. Phys. A 37, 161–208 (2004)
Kirchner, J.W., Feng, X., Neal, C.: Fractal stream chemistry and its implications for containant transport in catchments. Nature 403, 524–526 (2000)
Baillie, R.T.: Long memory processes and fractional integration in econometrics. J. Econom. 73, 5–59 (1996)
Kilbas, A.A., Srivastava, H.M., Trujillo, J.J.: Theory and Applications of Fractional Differential Equations. Elsevier, San Diego (2006)
Pinto, C.M.A., Tenreiro Machado, J.A.: Complex order van der Pol oscillator. Nonlinear Dyn. 65, 247–254 (2011)
Jesus, I.S., Tenreiro Machado, J.A.: Fractional control of heat diffusion systems. Nonlinear Dyn. 54, 263–282 (2008)
Gutierrez, R.E., Rosario, J.M., Machado, J.A.T.: Fractional order calculus: basic concepts and engineering applications. Math. Prob. Eng., 2010 Article ID 375858, 19 (2010)
Povstenko, Y.: Signaling problem for time-fractional diffusion-wave equation in a half-space in the case of angular symmetry. Nonlinear Dyn. 59, 593–605 (2010)
Samko, S.: Fractional integration and differentiation of variable order: an overview. Nonlinear Dyn. 71, 653662 (2013)
Hilfer, R.: Applications of Fractional Calculus in Physics. Word Scientific, Singapore (2000)
Frederico, G.S.F., Torres, D.F.M.: Fractional conservation laws in optimal control theory. Nonlinear Dyn. 53, 215–222 (2008)
Bhrawy, A.H., Taha, T.M., Machado, J.A.T.: A review of operational matrices and spectral techniques for fractional calculus. Nonlinear Dyn. (2015). doi:10.1007/s11071-015-2087-0
Podlubny, I.: Fractional differential equations. In: Mathematics in Science and Engineering. Academic Press Inc., San Diego, CA (1999)
Wang, L., Ma, Y., Meng, Z.: Haar wavelet method for solving fractional partial differential equations numerically. Appl. Math. Comput. 227, 66–76 (2014)
Ma, J., Liu, J., Zhou, Z.: Convergence analysis of moving finite element methods for space fractional differential equations. J. Comput. Appl. Math. 255, 661–670 (2014)
Doha, E.H., Bhrawy, A.H., Ezz-Eldien, S.S.: A new Jacobi operational matrix: an application for solving fractional differential equations. Appl. Math. Model. 36, 4931–4943 (2012)
Bhrawy, A.H., Zaky, M.A.: A method based on the Jacobi tau approximation for solving multi-term time-space fractional partial differential equations. J. Comput. Phys. 281, 876–895 (2015)
Jiang, Y.L., Ding, X.L.: Waveform relaxation methods for fractional differential equations with the Caputo derivatives. J. Comput. Appl. Math. 238, 51–67 (2013)
Wang, H., Du, N.: Fast alternating-direction finite difference methods for three-dimensional space-fractional diffusion equations. J. Comput. Phys. 258, 305–318 (2014)
Yin, F., Song, J., Leng, H., Lu, F.: Couple of the variational iteration method and fractional-order Legendre functions method for fractional differential equations. Sci. World J. 2014, Article ID 928765, 9 pp (2014)
Piret, C., Hanert, E.: A radial basis functions method for fractional diffusion equations. J. Comput. Phys. 238, 71–81 (2012)
El-Wakil, S.A., Abulwafa, E.M., Zahran, M.A., Mahmoud, A.A.: Time-fractional KdV equation: formulation and solution using variational methods. Nonlinear Dyn. 65, 55–63 (2011)
Diethelm, K., Ford, N.J., Freed, A.D.: A predictor–corrector approach for the numerical solution of fractional differential equation. Nonlinear Dyn. 29, 3–22 (2002)
Bhrawy, A.H., Zaky, M.A., Baleanu, D.: New numerical approximations for space-time fractional Burgers’ equations via a Legendre spectral-collocation method. Rom. Rep. Phys. 67(2), (2015)
Biswas, A., Bhrawy, A.H., Abdelkawy, M.A., Alshaery, A.A., Hilal, E.M.: Symbolic computation of some nonlinear fractional differential equations. Rom. J. Phys. 59(5–6), 433–442 (2014)
Bhrawy, A.H., Tharwat, M.M., Yildirim, A.: A new formula for fractional integrals of Chebyshev polynomials: application for solving multi-term fractional differential equations. Appl. Math. Model. 37, 4245–4252 (2013)
Shen, S., Liu, F., Anh, V., Turner, I., Chen, J.: A characteristic difference method for the variable-order fractional advection–diffusion equation. Appl. Math. Comput. 42, 371–386 (2013)
Bhrawy, A.H.: An efficient Jacobi pseudospectral approximation for nonlinear complex generalized Zakharov system. Appl. Math. Comput. 247, 30–46 (2014)
Bhrawy, A.H., Ahmed, Engry A., Baleanu, D.: An efficient collocation technique for solving generalized Fokker-Planck type equations with variable coefficients. Proc. Rom. Acad. A. 15, 322–330 (2014)
Doha, E.H., Bhrawy, A.H., Abdelkawy, M.A., Gorder, R.A.V.: Jacobi–Gauss–Lobatto collocation method for the numerical solution of 1+1 nonlinear Schrödinger equations. J. Comput. Phys. 26, 244–255 (2014)
Xu, Q., Hesthaven, J.S.: Stable multi-domain spectral penalty methods for fractional partial differential equations. J. Comput. Phys. 257, 241–258 (2014)
Eslahchi, M.R., Dehghan, M., Parvizi, M.: Application of the collocation method for solving nonlinear fractional integro-differential equations. J. Comput. Appl. Math. 257, 105–128 (2014)
Bhrawy, A.H., Zaky, M.A.: Numerical simulation for two-dimensional variable-order fractional nonlinear cable equation. Nonlinear Dyn. 80(1), 101–116 (2015)
Ma, X., Huang, C.: Spectral collocation method for linear fractional integro-differential equations. Appl. Math. Model. 38, 1434–1448 (2014)
Bhrawy, A.H., Abdelkawy, M.A.: A fully spectral collocation approximation for multi-dimensional fractional Schrödinger equations. J. Comput. Phys. 294, 462–483 (2015)
Bhrawy, A.H., Doha, E.H., Ezz-Eldien, S.S., Abdelkawy, M.A.: A numerical technique based on the shifted Legendre polynomials for solving the time-fractional coupled KdV equation. Calcolo (2015). doi:10.1007/s10092-014-0132-x
Risken, H.: The Fokker–Planck Equation: Method of Solution and Applications. Springer, Heidelberg (1989)
Benson, D.A., Wheatcraft, S.W., Meerschaert, M.M.: Application of a fractional advection–dispersion equation. Water Resour. Res. 36, 1403–1412 (2000)
Benson, D.A., Wheatcraft, S.W., Meerschaert, M.M.: The fractional order governing equations of Lévy motion. Water Resour. Res. 36, 1413–1423 (2000)
Metzler, R., Klafter, J.: The random walk’s guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339, 1–77 (2000)
Deng, W.: Numerical algorithm for the time fractional Fokker–Planck equation. J. Comput. Phys. 227, 1510–1522 (2007)
Deng, W.: Finite element method for the space and time fractional Fokker–Planck equation. SIAM J. Numer. Anal. 47, 204–226 (2008)
Jiang, Y.: A new analysis of stability and convergence for finite difference schemes solving the time fractional Fokker–Planck equation. Appl. Math. Model. 39, 1163–1171 (2015)
Vong, S., Wang, Z.: A high order compact finite difference scheme for time fractional Fokker–Planck equations. Appl. Math. Lett. 43, 38–43 (2015)
Odibat, Z., Momani, S.: Numerical solution of Fokker–Planck equation with space- and time-fractional derivatives. Phys. Lett. A 369, 349–358 (2007)
Zhao, Z., Li, C.: A numerical approach to the generalized nonlinear fractional Fokker–Planck equation. Comput. Math. Appl. 64, 3075–3089 (2012)
Zhang, Y.: [3, 3] Padé approximation method for solving space fractional Fokker–Planck equations. Appl. Math. Lett. 35, 109–114 (2014)
Vanani, S.K., Aminataei, A.: A numerical algorithm for the space and time fractional Fokker–Planck equation. Int. J. Numer. Methods Heat Fluid Flow 22, 1037–1052 (2012)
Yildirim, A.: Analytical approach to Fokker–Planck equation with space- and time-fractional derivatives by means of the homotopy perturbation method. J. King Saud Univ. (Sci.) 22, 257–264 (2010)
Wu, C., Lu, L.: Implicit numerical approximation scheme for the fractional Fokker–Planck equation. Appl. Math. Comput. 216, 1945–1955 (2010)
Chen, S., Liu, F., Zhuang, P., Anh, V.: Finite difference approximations for the fractional Fokker–Planck equation. Appl. Math. Model. 33, 256–273 (2009)
Deng, K., Deng, W.: Finite difference/predictor corrector approximations for the space and time fractional Fokker–Planck equation. Appl. Math. Lett. 25, 1815–1821 (2012)
Szegö, G.: Orthogonal Polynomials. Colloquium Publications, XXIII. American Mathematical Society. ISBN 978-0-8218-1023-1, MR 0372517G (1939)
Luke, Y.: The Special Functions and Their Approximations, vol. 2. Academic Press, New York (1969)
Canuto, C., Hussaini, M.Y., Quarteroni, A., Zang, T.A.: Spectral Methods: Fundamentals in Single Domains. Springer, New York (2006)
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The authors are very grateful to the reviewers for carefully reading the paper and for their comments and suggestions which have improved the paper.
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Hafez, R.M., Ezz-Eldien, S.S., Bhrawy, A.H. et al. A Jacobi Gauss–Lobatto and Gauss–Radau collocation algorithm for solving fractional Fokker–Planck equations. Nonlinear Dyn 82, 1431–1440 (2015). https://doi.org/10.1007/s11071-015-2250-7
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DOI: https://doi.org/10.1007/s11071-015-2250-7