Fractional Bernstein Series Solution of Fractional Diffusion Equations with Error Estimate

In the present paper, we introduce the fractional Bernstein series solution (FBSS) to solve the fractional diffusion equation, which is a generalization of the classical diffusion equation. The Bernstein polynomial method is a promising one and can be generalized to more complicated problems in fractional partial differential equations. To get the FBSS, we first convert all terms in the problem to matrix forms. Then, the fundamental matrix equation is obtained and thus, the solution is obtained. Two error estimation methods based on a residual correction procedure and the consecutive approximations are incorporated to find the estimate and bound of the absolute error. The perturbation and stability analysis of the method is given. We apply the method to some illustrative examples. The numerical results are compared with the exact solutions and known second-order methods. The outcomes of the numerical examples are very encouraging and show that the FBSS is highly useful in solving fractional partial problems. The results show the accuracy and effectiveness of the method.

[1]  I. Hashim,et al.  Multistage Bernstein polynomials for the solutions of the Fractional Order Stiff Systems , 2016 .

[2]  I. Hashim,et al.  Solving directly third-order ODEs using operational matrices of Bernstein polynomials method with applications to fluid flow equations , 2019, Journal of King Saud University - Science.

[3]  David A. Benson,et al.  Subordinated advection‐dispersion equation for contaminant transport , 2001 .

[4]  Rajesh K. Pandey,et al.  Solution of Lane–Emden type equations using Bernstein operational matrix of differentiation , 2012 .

[5]  Sheng-Wei Chi,et al.  Perturbation and stability analysis of strong form collocation with reproducing kernel approximation , 2011 .

[6]  Arnold Neumaier,et al.  Introduction to Numerical Analysis , 2001 .

[7]  S. Abbasbandy,et al.  Normalized Bernstein polynomials in solving space-time fractional diffusion equation , 2017, Advances in Differential Equations.

[8]  D. Xiao,et al.  Error estimation of the parametric non-intrusive reduced order model using machine learning , 2019, Computer Methods in Applied Mechanics and Engineering.

[9]  On Multivariate Fractional Taylor’s and Cauchy’ Mean Value Theorem , 2019, Journal of Mathematical Study.

[10]  J. Klafter,et al.  Transport aspects in anomalous diffusion: Lévy walks. , 1989, Physical review. A, General physics.

[11]  B. West Fractional Calculus in Bioengineering , 2007 .

[12]  Y. Povstenko Linear Fractional Diffusion-Wave Equation for Scientists and Engineers , 2015 .

[13]  I. Hashim,et al.  Bernstein polynomials for solving nonlinear stiff system of ordinary differential equations , 2015 .

[14]  Mohammed G. S. AL-Safi,et al.  Shifted Jacobi Tau Method for Solving the Space Fractional Diffusion Equation , 2014 .

[15]  Mehmet Sezer,et al.  Bernstein series solution of linear second‐order partial differential equations with mixed conditions , 2014 .

[16]  V. E. Tarasov Fractional Dynamics: Applications of Fractional Calculus to Dynamics of Particles, Fields and Media , 2011 .

[17]  Ercília Sousa,et al.  Finite difference approximations for a fractional advection diffusion problem , 2009, J. Comput. Phys..

[18]  Ali H. Bhrawy,et al.  Numerical approximations for fractional diffusion equations via a Chebyshev spectral-tau method , 2013 .

[19]  H. Saeedi,et al.  A Hahn computational operational method for variable order fractional mobile–immobile advection–dispersion equation , 2018 .

[20]  F. Mainardi Fractional Calculus and Waves in Linear Viscoelasticity: An Introduction to Mathematical Models , 2010 .

[21]  Suayip Yüzbasi,et al.  Numerical solutions of fractional Riccati type differential equations by means of the Bernstein polynomials , 2013, Appl. Math. Comput..

[22]  K. Miller,et al.  An Introduction to the Fractional Calculus and Fractional Differential Equations , 1993 .

[23]  Mircea D. Farcas,et al.  About Bernstein polynomials , 2008 .

[24]  Barkai,et al.  From continuous time random walks to the fractional fokker-planck equation , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[25]  Onur Kiymaz,et al.  The solution of the time-fractional diffusion equation by the generalized differential transform method , 2013, Math. Comput. Model..

[26]  Mahmoud Behroozifar,et al.  Operational matrices of Bernstein polynomials and their applications , 2010, Int. J. Syst. Sci..

[27]  V. Kiryakova Generalized Fractional Calculus and Applications , 1993 .

[28]  Mark M. Meerschaert,et al.  A second-order accurate numerical approximation for the fractional diffusion equation , 2006, J. Comput. Phys..

[29]  Paul Bracken,et al.  Solutions of differential equations in a Bernstein polynomial basis , 2007 .

[30]  H. Srivastava,et al.  Theory and Applications of Fractional Differential Equations , 2006 .

[31]  R. F. Camargo,et al.  Analysis of fractional-order models for hepatitis B , 2018, Computational and Applied Mathematics.

[32]  Ibrahim Büyükyazici,et al.  The approximation properties of generalized Bernstein polynomials of two variables , 2004, Appl. Math. Comput..

[33]  G. Fix,et al.  Least squares finite-element solution of a fractional order two-point boundary value problem , 2004 .

[34]  Jiaquan Xie,et al.  Numerical solution of the one-dimensional fractional convection diffusion equations based on Chebyshev operational matrix , 2016, SpringerPlus.

[35]  M. Meerschaert,et al.  Finite difference approximations for fractional advection-dispersion flow equations , 2004 .

[36]  Osman Rasit Isik,et al.  Solution of fractional-order differential equations based on the operational matrices of new fractional Bernstein functions , 2017 .

[37]  O. Isik,et al.  Approximate solutions of singular differential equations with estimation error by using Bernstein polynomials , 2015 .

[38]  N. Mahmudov,et al.  Numerical Solutions for Multi-Term Fractional Order Differential Equations with Fractional Taylor Operational Matrix of Fractional Integration , 2020, Mathematics.

[39]  Mehmet Sezer,et al.  A rational approximation based on Bernstein polynomials for high order initial and boundary values problems , 2011, Appl. Math. Comput..

[40]  Abdelkrim Bencheikh,et al.  Bernstein polynomials method for numerical solutions of integro-differential form of the singular Emden-Fowler initial value problems , 2017 .

[41]  T. Kaczorek,et al.  Fractional Differential Equations , 2015 .