The Multi-scale method for solving nonlinear time space fractional partial differential equations

In this paper, we present a new algorithm to solve a kind of nonlinear time space-fractional partial differential equations on a finite domain. The method is based on B-spline wavelets approximations, some of these functions are reshaped to satisfy on boundary conditions exactly. The Adams fractional method is used to reduce the problem to a system of equations. By multi-scale method this system is divided into some smaller systems which have less computations. We get an approximated solution which is more accurate on some subdomains by combining the solutions of these systems. Illustrative examples are included to demonstrate the validity and applicability of our proposed technique, also the stability of the method is discussed.

[1]  D. Benson,et al.  Application of a fractional advection‐dispersion equation , 2000 .

[2]  Stéphane Mallat,et al.  A Wavelet Tour of Signal Processing, 2nd Edition , 1999 .

[3]  D. Benson,et al.  The fractional‐order governing equation of Lévy Motion , 2000 .

[4]  Jaideva C. Goswami,et al.  Fundamentals of wavelets , 1999 .

[5]  O. Vasilyev,et al.  A Dynamically Adaptive Multilevel Wavelet Collocation Method for Solving Partial Differential Equations in a Finite Domain , 1996 .

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

[7]  Wolfgang Dahmen,et al.  Multiscale Wavelet Methods for Partial Differential Equations , 1997 .

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

[9]  Enrico Scalas,et al.  Waiting-times and returns in high-frequency financial data: an empirical study , 2002, cond-mat/0203596.

[10]  Xinxiu Li,et al.  Numerical solution of fractional differential equations using cubic B-spline wavelet collocation method , 2012 .

[11]  Wolfgang Dahmen,et al.  Multiscale Wavelet Methods for Partial Differential Equations, Volume 6 , 1997 .

[12]  Wim Sweldens,et al.  The Construction and Application of Wavelets in Numerical Analysis , 1995 .

[13]  Rina Schumer,et al.  Fractional Dispersion, Lévy Motion, and the MADE Tracer Tests , 2001 .

[14]  S. Mallat A wavelet tour of signal processing , 1998 .

[15]  Alan D. Freed,et al.  Detailed Error Analysis for a Fractional Adams Method , 2004, Numerical Algorithms.

[16]  Andrew K. Chan,et al.  Fundamentals of Wavelets: Theory, Algorithms, and Applications , 2011 .

[17]  Fawang Liu,et al.  The fundamental solution and numerical solution of the Riesz fractional advection–dispersion equation , 2008 .

[18]  R. Gorenflo,et al.  Fractional calculus and continuous-time finance , 2000, cond-mat/0001120.

[19]  Rina Schumer,et al.  Multiscaling fractional advection‐dispersion equations and their solutions , 2003 .

[20]  Donald A. McLaren Sequential and Localized Implicit Wavelet Based Solvers for Stiff Partial Differential Equations , 2012 .

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

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

[23]  Peter Richmond,et al.  Waiting time distributions in financial markets , 2002 .

[24]  Shaher Momani,et al.  Non-perturbative analytical solutions of the space- and time-fractional Burgers equations , 2006 .

[25]  R. D. Richtmyer,et al.  Difference methods for initial-value problems , 1959 .

[26]  Xueke Pu,et al.  Fractional Partial Differential Equations and their Numerical Solutions , 2015 .

[27]  S. Momani,et al.  Application of Variational Iteration Method to Nonlinear Differential Equations of Fractional Order , 2006 .

[28]  Jan S. Hesthaven,et al.  A Wavelet Optimized Adaptive Multi-Domain Method , 1998 .

[29]  R. D. Richtmyer,et al.  Difference methods for initial-value problems , 1959 .

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

[31]  H. Aminikhah,et al.  NUMERICAL SOLUTION FOR THE TIME – SPACE FRACTIONAL PARTIAL DIFFERENTIAL EQUATIONS BY USING THE WAVELET MULTI – SCALE METHOD , 2016 .

[32]  J. A. Tenreiro Machado,et al.  Discrete-time fractional-order controllers , 2001 .

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

[34]  Siegfried Müller,et al.  A multilevel finite volume method with multiscale-based grid adaptation for steady compressible flows , 2009 .

[35]  Nicholas K.-R. Kevlahan,et al.  An Adaptive Multilevel Wavelet Solver for Elliptic Equations on an Optimal Spherical Geodesic Grid , 2008, SIAM J. Sci. Comput..

[36]  Enrico Scalas,et al.  Fractional Calculus and Continuous-Time Finance III : the Diffusion Limit , 2001 .

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

[38]  Christian Blatter Wavelets: A Primer , 1999 .

[39]  Xikui Li,et al.  Numerical modeling of viscoelastic flows using equal low-order finite elements , 2010 .

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

[41]  S. Momani,et al.  Numerical comparison of methods for solving linear differential equations of fractional order , 2007 .

[42]  Hari M. Srivastava,et al.  The exact solution of certain differential equations of fractional order by using operational calculus , 1995 .