Numerical solution of fractional-order time-varying delayed differential systems using Lagrange interpolation

In this paper, a numerical solution of fractional-order time-varying delayed differential systems using Lagrange interpolation is investigated. Based on Lagrange interpolation method, the Adams–Bashforth–Moulton algorithm has been extended to solve fractional-order time-varying delayed differential systems. Furthermore, a detailed error analysis of this algorithm is presented. A fractional-order time-varying delayed Hopfield neural network as numerical example is given. In addition, the different parameters in the fractional-order time-varying delayed neural network are considered. Finally, some simple and direct numerical methods which are compared with Lagrange interpolation method in the fractional-order time-varying delayed neural network are discussed. The example with numerical simulation clearly illustrated that the present method is reliable.

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

[2]  Jiejie Chen,et al.  Global O(t-α) stability and global asymptotical periodicity for a non-autonomous fractional-order neural networks with time-varying delays , 2016, Neural Networks.

[3]  Yuquan Chen,et al.  Study on fractional order gradient methods , 2017, Appl. Math. Comput..

[4]  Eva Kaslik,et al.  Analytical and numerical methods for the stability analysis of linear fractional delay differential equations , 2012, J. Comput. Appl. Math..

[5]  F. Mainardi Fractional Relaxation-Oscillation and Fractional Diffusion-Wave Phenomena , 1996 .

[6]  Jianmei Wang,et al.  Chebyshev polynomials approach for numerically solving system of two-dimensional fractional PDEs and convergence analysis , 2017, Appl. Math. Comput..

[7]  Yongguang Yu,et al.  Application of multistage homotopy-perturbation method in hybrid synchronization of chaotic systems , 2010, Int. J. Comput. Math..

[8]  J. A. Tenreiro Machado,et al.  On the formulation and numerical simulation of distributed-order fractional optimal control problems , 2017, Commun. Nonlinear Sci. Numer. Simul..

[9]  M. Ichise,et al.  An analog simulation of non-integer order transfer functions for analysis of electrode processes , 1971 .

[10]  N. Ford,et al.  A Predictor-Corrector Approach for the Numerical Solution of Fractional Differential Equations , 2013 .

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

[12]  M. Khader On the numerical solutions for the fractional diffusion equation , 2011 .

[13]  Reza Ezzati,et al.  A block pulse operational matrix method for solving two-dimensional nonlinear integro-differential equations of fractional order , 2017, J. Comput. Appl. Math..

[14]  Ji-Huan He,et al.  A SHORT REMARK ON FRACTIONAL VARIATIONAL ITERATION METHOD , 2011 .

[15]  Chyi Hwang,et al.  A numerical algorithm for stability testing of fractional delay systems , 2006, Autom..

[16]  E. A. Rawashdeh,et al.  Numerical solution of fractional integro-differential equations by collocation method , 2006, Appl. Math. Comput..

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

[18]  Hossein Jafari,et al.  Solving linear and nonlinear fractional diffusion and wave equations by Adomian decomposition , 2006, Appl. Math. Comput..

[19]  Ivanka M. Stamova,et al.  Mittag-Leffler synchronization of fractional neural networks with time-varying delays and reaction-diffusion terms using impulsive and linear controllers , 2017, Neural Networks.

[20]  I. Hashim,et al.  HOMOTOPY ANALYSIS METHOD FOR FRACTIONAL IVPS , 2009 .

[21]  M. Zaky,et al.  Numerical simulation for two-dimensional variable-order fractional nonlinear cable equation , 2014, Nonlinear Dynamics.

[22]  Xiaohua Ma,et al.  Numerical solution of fractional integro-differential equations by a hybrid collocation method , 2013, Appl. Math. Comput..

[23]  Neville J. Ford,et al.  Analysis and numerical methods for fractional differential equations with delay , 2013, J. Comput. Appl. Math..

[24]  N. Heymans,et al.  Fractal rheological models and fractional differential equations for viscoelastic behavior , 1994 .

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

[26]  Neville J. Ford,et al.  The numerical solution of fractional differential equations: Speed versus accuracy , 2001, Numerical Algorithms.

[27]  James Lam,et al.  Stability and Performance Analysis for Positive Fractional-Order Systems With Time-Varying Delays , 2016, IEEE Transactions on Automatic Control.

[28]  N. Engheia On the role of fractional calculus in electromagnetic theory , 1997 .

[29]  Mario Di Paola,et al.  A novel exact representation of stationary colored Gaussian processes (fractional differential approach) , 2010, 1303.1327.

[30]  Nobumasa Sugimoto Burgers equation with a fractional derivative; hereditary effects on nonlinear acoustic waves , 1991, Journal of Fluid Mechanics.

[31]  Mujeeb ur Rehman,et al.  A quadrature method for numerical solutions of fractional differential equations , 2017, Appl. Math. Comput..