A Generalized Spectral Collocation Method with Tunable Accuracy for Fractional Differential Equations with End-Point Singularities

We develop spectral collocation methods for fractional differential equations with variable order with two end-point singularities. Specifically, we derive three-term recurrence relations for both integrals and derivatives of the weighted Jacobi polynomials of the form $(1+x)^{\mu_1}(1-x)^{\mu_2}P_{j}^{a,b}(x) \,({a,b,\mu_1,\mu_2>-1})$, which leads to the desired differentiation matrices. We apply the new differentiation matrices to construct collocation methods to solve fractional boundary value problems and fractional partial differential equations with two end-point singularities. We demonstrate that the singular basis enhances greatly the accuracy of the numerical solutions by properly tuning the parameters $\mu_1$ and $\mu_2$, even for cases for which we do not know explicitly the form of singularities in the solution at the boundaries. Comparison with other existing methods shows the superior accuracy of the proposed spectral collocation method.

[1]  Bangti Jin,et al.  A Finite Element Method With Singularity Reconstruction for Fractional Boundary Value Problems , 2014, 1404.6840.

[2]  Fawang Liu,et al.  A Crank-Nicolson ADI Spectral Method for a Two-Dimensional Riesz Space Fractional Nonlinear Reaction-Diffusion Equation , 2014, SIAM J. Numer. Anal..

[3]  Fawang Liu,et al.  Numerical Methods for the Variable-Order Fractional Advection-Diffusion Equation with a Nonlinear Source Term , 2009, SIAM J. Numer. Anal..

[4]  M. L. Morgado,et al.  Nonpolynomial collocation approximation of solutions to fractional differential equations , 2013 .

[5]  Chuanju Xu,et al.  Finite difference/spectral approximations for the time-fractional diffusion equation , 2007, J. Comput. Phys..

[6]  Zhimin Zhang,et al.  Superconvergence Points of Fractional Spectral Interpolation , 2015, SIAM J. Sci. Comput..

[7]  Bangti Jin,et al.  A Petrov-Galerkin Finite Element Method for Fractional Convection-Diffusion Equations , 2015, SIAM J. Numer. Anal..

[8]  Fangying Song,et al.  Spectral direction splitting methods for two-dimensional space fractional diffusion equations , 2015, J. Comput. Phys..

[9]  Fanhai Zeng,et al.  Numerical Methods for Fractional Calculus , 2015 .

[10]  Kassem Mustapha,et al.  Time-stepping discontinuous Galerkin methods for fractional diffusion problems , 2014, Numerische Mathematik.

[11]  Weihua Deng,et al.  High order finite difference methods on non-uniform meshes for space fractional operators , 2014, Adv. Comput. Math..

[12]  Shahrokh Esmaeili,et al.  Numerical solution of fractional differential equations with a collocation method based on Müntz polynomials , 2011, Comput. Math. Appl..

[13]  George E. Karniadakis,et al.  Fractional spectral collocation methods for linear and nonlinear variable order FPDEs , 2015, J. Comput. Phys..

[14]  Han Zhou,et al.  A class of second order difference approximations for solving space fractional diffusion equations , 2012, Math. Comput..

[15]  George E. Karniadakis,et al.  Fractional Spectral Collocation Method , 2014, SIAM J. Sci. Comput..

[16]  Zhi-Zhong Sun,et al.  Finite difference methods for the time fractional diffusion equation on non-uniform meshes , 2014, J. Comput. Phys..

[17]  S. B. Yuste,et al.  A finite difference method with non-uniform timesteps for fractional diffusion and diffusion-wave equations , 2013 .

[18]  J. Klafter,et al.  The random walk's guide to anomalous diffusion: a fractional dynamics approach , 2000 .

[19]  Jie Shen,et al.  Spectral Methods: Algorithms, Analysis and Applications , 2011 .

[20]  Jie Shen,et al.  Efficient and accurate spectral method using generalized Jacobi functions for solving Riesz fractional differential equations , 2016 .

[21]  Fanhai Zeng,et al.  Spectral approximations to the fractional integral and derivative , 2012 .

[22]  Hong Wang,et al.  A high-accuracy preserving spectral Galerkin method for the Dirichlet boundary-value problem of variable-coefficient conservative fractional diffusion equations , 2015, J. Comput. Phys..

[23]  O. Marichev,et al.  Fractional Integrals and Derivatives: Theory and Applications , 1993 .

[24]  Zhongqiang Zhang,et al.  A Generalized Spectral Collocation Method with Tunable Accuracy for Variable-Order Fractional Differential Equations , 2015, SIAM J. Sci. Comput..

[25]  Nico M. Temme,et al.  New series expansions of the Gauss hypergeometric function , 2013, Adv. Comput. Math..

[26]  C. Lubich Discretized fractional calculus , 1986 .

[27]  Natalia Kopteva,et al.  An efficient collocation method for a Caputo two-point boundary value problem , 2015 .

[28]  K. Diethelm The Analysis of Fractional Differential Equations: An Application-Oriented Exposition Using Differential Operators of Caputo Type , 2010 .

[29]  P. Schmelcher,et al.  The analytic continuation of the Gaussian hypergeometric function 2 F 1 ( a,b;c;z ) for arbitrary parameters , 2000 .

[30]  T. A. Zang,et al.  Spectral Methods: Fundamentals in Single Domains , 2010 .

[31]  I. Podlubny Fractional differential equations , 1998 .

[32]  Weihua Deng,et al.  Polynomial spectral collocation method for space fractional advection–diffusion equation , 2012, 1212.3410.

[33]  Fawang Liu,et al.  Numerical Algorithms for Time-Fractional Subdiffusion Equation with Second-Order Accuracy , 2015, SIAM J. Sci. Comput..

[34]  Natalia Kopteva,et al.  Analysis and numerical solution of a Riemann-Liouville fractional derivative two-point boundary value problem , 2017, Adv. Comput. Math..

[35]  Xianjuan Li,et al.  A Space-Time Spectral Method for the Time Fractional Diffusion Equation , 2009, SIAM J. Numer. Anal..

[36]  Zhongqiang Zhang,et al.  Optimal Error Estimates of Spectral Petrov-Galerkin and Collocation Methods for Initial Value Problems of Fractional Differential Equations , 2015, SIAM J. Numer. Anal..

[37]  Mason A. Porter,et al.  Numerical methods for the computation of the confluent and Gauss hypergeometric functions , 2014, Numerical Algorithms.

[38]  Li-Lian Wang,et al.  Well-conditioned fractional collocation methods using fractional Birkhoff interpolation basis , 2015, J. Comput. Phys..

[39]  Jie Shen,et al.  Generalized Jacobi functions and their applications to fractional differential equations , 2014, Math. Comput..

[40]  nominatif de l’habitat,et al.  Definitions , 1964, Innovation Dynamics and Policy in the Energy Sector.

[41]  Hong Wang,et al.  A preconditioned fast finite volume scheme for a fractional differential equation discretized on a locally refined composite mesh , 2015, J. Comput. Phys..

[42]  Xuan Zhao,et al.  A Fourth-order Compact ADI scheme for Two-Dimensional Nonlinear Space Fractional Schrödinger Equation , 2014, SIAM J. Sci. Comput..

[43]  D. Benson,et al.  Eulerian derivation of the fractional advection-dispersion equation. , 2001, Journal of contaminant hydrology.

[44]  Norbert Heuer,et al.  Regularity of the solution to 1-D fractional order diffusion equations , 2016, Math. Comput..

[45]  Yangquan Chen,et al.  High-order algorithms for Riesz derivative and their applications (II) , 2015, J. Comput. Phys..

[46]  Hong Wang,et al.  Accuracy of Finite Element Methods for Boundary-Value Problems of Steady-State Fractional Diffusion Equations , 2017, J. Sci. Comput..

[47]  William McLean,et al.  A second-order accurate numerical method for a fractional wave equation , 2006, Numerische Mathematik.

[48]  Zhiping Mao,et al.  Efficient spectral-Galerkin methods for fractional partial differential equations with variable coefficients , 2016, J. Comput. Phys..

[49]  Kai Diethelm,et al.  Generalized compound quadrature formulae for finite-part integrals , 1997 .

[50]  Zhi‐zhong Sun,et al.  A fully discrete difference scheme for a diffusion-wave system , 2006 .

[51]  Fawang Liu,et al.  A Novel High Order Space-Time Spectral Method for the Time Fractional Fokker-Planck Equation , 2015, SIAM J. Sci. Comput..

[52]  Jurgen A. Doornik Numerical evaluation of the Gauss hypergeometric function by power summations , 2015, Math. Comput..

[53]  Fanhai Zeng,et al.  Second-Order Stable Finite Difference Schemes for the Time-Fractional Diffusion-Wave Equation , 2014, J. Sci. Comput..