Abstract
In this paper, an effective finite element method with shifted fractional powers bases is developed for fractional convection diffusion equations involving a Riemann–Liouville derivative of order \(\alpha \in (3/2,2)\). A Petrov-Galerkin variational formulation is constructed on the domain \(\tilde{H}^{\alpha -1}(\Omega )\times \tilde{H}^{1}(\Omega )\), based on which the finite element approximation scheme is developed by employing shifted fractional power functions and continuous piecewise polynomials of degree up to \(m~(m\in \mathbb {N}^+)\) for trial and test finite element spaces, respectively. The approximation property of trial finite element space and \(\inf \)-\(\sup \) condition for discrete variational form are derived, which enables us to derive the error estimates in \(L^2(\Omega )\) and \(H^{\alpha -1}(\Omega )\) norms. Numerical examples are included to verify the theoretical findings and demonstrate an actual convergence rate of order \(\alpha -1+m\), where m equals to 1 or 2.
Similar content being viewed by others
References
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: Math. Gen. 37(31), R161–R208 (2004)
Du, Q., Gunzburger, M., Lehoucq, R.B., Zhou, K.: Analysis and approximation of nonlocal diffusion problems with volume constraints. SIAM Rev. 54(4), 667–696 (2012)
Li, Z., Liu, Y., Yamamoto, M.: Initial-boundary value problems for multi-term time-fractional diffusion equations with positive constant coefficients. Appl. Math. Comput. 257, 381–397 (2015)
Podlubny, I.: Fractional Differential Equations, vol. 198. Academic press, San Diego, California (1999)
Pedas, A., Tamme, E.: Piecewise polynomial collocation for linear boundary value problems of fractional differential equations. J. Comput. Appl. Math. 236, 3349–3359 (2012)
Liang, H., Martin, S.: Collocation methods for general riemann-liouville two-point boundary value problems. Adv. Comput. Math. 45, 897–928 (2019)
Hilfer, R.: Applications of Fractional Calculus in Physics. World Scientific, Singapore (2000)
Kilbas, A.A., Srivastava, H.M., Trujillo, J.J.: Theory and Applications of Fractional Differential Equations. Elsevier, Amsterdam (2006)
Atanackovic, T.M., Pilipovic, S., Stankovic, B., Zorica, D.: Fractional Calculus with Applications in Mechanics: Vibrations and Diffusion Processes. Wiley, New York (2014)
Jin, B., Lazarov, R., Pasciak, J., Rundell, W.: Variational formulation of problems involving fractional order differential operators. Math. Comput. 84(296), 2665–2700 (2015)
Chen, S., Shen, J., Wang, L.-L.: Generalized Jacobi functions and their applications to fractional differential equations. Math. Comput. 85(300), 1603–1638 (2016)
Mao, Z., Chen, S., Shen, J.: Effcient and accurate spectral method using generalized Jacobi functions for solving Riesz fractional differential equations. Appl. Numer. Math. 106, 165–181 (2016)
Sheng, C., Shen, J.: A hybrid spectral element method for fractional two-point boundary value problems. Numer. Math. Theory Methods Appl. 10(2), 437–464 (2017)
Ervin, V., Heuer, N., Roop, J.: Regularity of the solution to 1-D fractional order diffusion equations. Math. Comput. 87(313), 2273–2294 (2018)
Mao, Z., Karniadakis, G.E.: A spectral method (of exponential convergence) for singular solutions of the diffusion equation with general two-sided fractional derivative. SIAM J. Numer. Anal. 56(1), 24–49 (2018)
Hou, D., Xu, C.: A fractional spectral method with applications to some singular problems. Adv. Comput. Math. 43(5), 911–944 (2017)
Hou, D., Hasan, M.T., Xu, C.: Müntz spectral methods for the time-fractional diffusion equation. Comput. Methods Appl. Math. 18(1), 43–62 (2018)
Chen, S., Shen, J.: Log orthogonal functions: approximation properties and applications. IMA J. Numer. Anal. 42(1), 712–743 (2022)
Chen, S., Shen, J., Zhang, Z., Zhou, Z.: A spectrally accurate approximation to subdiffusion equations using the log orthogonal functions. SIAM J. Sci. Comput. 42(2), A849–A877 (2020)
Hao, Z., Zhang, Z.: Optimal regularity and error estimates of a spectral galerkin method for fractional advection-diffusion-reaction equations. SIAM J. Numer. Anal. 58(1), 211–233 (2020)
Zheng, X., Ervin, V.J., Hong, W.: Optimal petrov-galerkin spectral approximation method for the fractional diffusion, advection, reaction equation on a bounded interval. J. Sci. Comput. 86(29), 1–22 (2021)
Li, C., Yi, Q., Chen, A.: Finite difference methods with non-uniform meshes for nonlinear fractional differential equations. J. Comput. Phys. 316, 614–631 (2016)
Zhao, L., Deng, W.: High order finite difference methods on non-uniform meshes for space fractional operators. Adv. Comput. Math. 42(2), 425–468 (2016)
Duan, B., Zheng, Z.: An exponentially convergent scheme in time for time fractional diffusion equations with non-smooth initial data. J. Sci. Comput. 80(2), 717–742 (2019)
Mao, Z., Shen, J.: Spectral element method with geometric mesh for two-sided fractional differential equations. Adv. Comput. Math. 44(3), 745–771 (2018)
Liang, H., Martin, S.: Collocation methods for general caputo two-point boundary value problems. J. Sci. Comput. 76, 390–425 (2018)
Jin, B., Zhou, Z.: A finite element method with singularity reconstruction for fractional boundary value problems, ESAIM: Math. Modell. Numer. Anal. 49(5), 1261–1283 (2015)
Jin, B., Lazarov, R., Lu, X., Zhou, Z.: A simple finite element method for boundary value problems with a Riemann-Liouville derivative. J. Comput. Appl. Math. 293, 94–111 (2016)
Kopteva, N., Stynes, M.: Analysis and numerical solution of a Riemann-Liouville fractional derivative two-point boundary value problem. Adv. Comput. Math. 43(1), 77–99 (2017)
Cao, W., Zeng, F., Zhang, Z., Karniadakis, G.E.: Implicit-explicit difference schemes for nonlinear fractional differential equations with nonsmooth solutions. SIAM J. Sci. Comput. 38(5), A3070–A3093 (2016)
Ford, N.J., Yan, Y.: An approach to construct higher order time discretisation schemes for time fractional partial differential equations with nonsmooth data. Fract. Calculus Appl. Anal. 20(5), 1076–1105 (2017)
Zeng, F., Mao, Z., Karniadakis, G.E.: A generalized spectral collocation method with tunable accuracy for fractional differential equations with end-point singularities. SIAM J. Sci. Comput. 39(1), A360–A383 (2017)
Jin, B., Lazarov, R., Zhou, Z.: A Petrov-Galerkin finite element method for fractional convection-diffusion equations. SIAM J. Numer. Anal. 54(1), 481–503 (2016)
Grisvard, P.: Elliptic Problems in Nonsmooth Domains. Pitman, Boston, MA (1985)
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods. Springer Science+Business Media, LLC, New York (2008)
Ervin, V.J., Roop, J.P.: Variational formulation for the stationary fractional advection dispersion equation. Numer. Methods Partial Differ. Equ. 22(3), 558–576 (2006)
Ern, A., Guermond, J.-L.: Theory and Practice of Finite Elements, vol. 159. Springer Science & Business Media, Berlin (2004)
Acknowledgements
The authors would like to express their sincere appreciation to the Editor and two anonymous reviewers for the suggestions and comments which have significantly improved the quality of this article.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
T. Fu is supported by the National Natural Science Foundation of China (No. 52101027) and the Science and Technology Innovation Program of Hunan Province (No. 2021RC2001). Y. Xu and C. Du are supported by the Natural Science Foundation of Hunan Provice (No. 2019JJ50755) and Natural Science Foundation of China (No. 51974377).
Rights and permissions
About this article
Cite this article
Fu, T., Du, C. & Xu, Y. An Effective Finite Element Method with Shifted Fractional Powers Bases for Fractional Boundary Value Problems. J Sci Comput 92, 4 (2022). https://doi.org/10.1007/s10915-022-01854-3
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10915-022-01854-3