A Numerical Method with Shifted Chebyshev Polynomials for a Set of Variable Order Fractional Partial Differential Equations
PDF

Keywords

Shifted Chebyshev polynomials
Variable order fractional partial differential equations
Error correction
Variable order differential operator matrix

How to Cite

Hong Xia Sun, Xing Jun Zhang, Yi-Ming Chen, & Lei Wang. (2020). A Numerical Method with Shifted Chebyshev Polynomials for a Set of Variable Order Fractional Partial Differential Equations. Journal of Advances in Applied & Computational Mathematics, 7, 57–69. https://doi.org/10.15377/2409-5761.2020.07.8

Abstract

In this paper, a high-efficiency numerical algorithm based on shifted Chebyshev polynomials is given to solve a set of variable-order fractional partial differential equations. First, we structure the differential operator matrix of the shifted Chebyshev polynomials. Then, we transform the problem into solving a set of linear algebraic equations to obtain the numerical solution. Moreover, a step of error correction is given. Finally, numerical examples are given to show the effectiveness and practicability of the proposed method.

https://doi.org/10.15377/2409-5761.2020.07.8
PDF

References

Podlubny I. Fractional differential equations, in: Mathematics in Science and Engineering. 1999. https://doi.org/10.1016/s0076-5392(13)60011-9

Rana S, Bhattacharya S, Pal J, Nguerekata GM, Chattopadhyay J. Paradox of enrichment: A fractional differential approach with memory. Physica A Statistical Mechanics and Its Applications 2013; 392(17): 3610–3621. https://doi.org/10.1016/j.physa.2013.03.061

Arqub OA, El-Ajou A, Momani S. Constructing and predicting solitary pattern solutions for nonlinear time-fractional dispersive partial differential equations. Journal of Computational Physics 2015; 293: 385–399. https://doi.org/10.1016/j.jcp.2014.09.034

Tarasov VE, Tarasova VV. Time-dependent Fractional Dynamics with Memory in Quantum and Economic Physics. Annals of Physics 2017; 383: 579–599. https://doi.org/10.1016/j.aop.2017.05.017

Machado JAT, Mata ME, Lopes AM. Fractional Dynamics and Pseudo-phase Space of Country Economic Processes. Mathematics 2020; 81(8): 1–17. https://doi.org/10.3390/math8010081

Chen X, Ye Y, Zhang X, Zheng L. Lie-group similarity solution and analysis for fractional viscoelastic mhd fluid over a stretching sheet, 2018. https://doi.org/10.1016/j.camwa.2018.01.028

Wang L, Chen YM. Shifted-Chebyshev-polynomial-based numerical algorithm for fractional order polymer visco-elastic rotating beam. Chaos, Soliton and Fractals 2020; 132: 109585. https://doi.org/10.1016/j.chaos.2019.109585

Wang L, Chen YM, Cheng G, Barriere T. Numerical analysis of fractional partial differential equations applied to polymeric visco-elastic Euler-Bernoulli beam under quasi static loads. Chaos, Soliton and Fractals 2020; 140: 110255.

Ao JW, Chen YM, Wang YH, Cheng G, Barriere T, Wang L. Numerical analysis of fractional viscoelastic column based on shifted Chebyshev wavelet function. Applied Mathematical Modelling 2021; 91:374-389. https://doi.org/10.1016/j.apm.2020.09.055

Xu HY, Jiang XY. Creep Constitutive Models for Viscoelastic Materials Based on Fractional Derivatives. Computers and Mathematics with Applications 2017; 73(6): 1377–1384. https://doi.org/10.1016/j.camwa.2016.05.002

Liu DY, Zheng G, Boutat D, Liu HR. Non-asymptotic fractional order differentiator for a class of fractional order linear systems. Automatica 2017; 78: 61–71. https://doi.org/10.1016/j.automatica.2016.12.017

Wei X, Liu DY, Boutat D. Nonasymptotic pseudo-state estimation for a class of fractional order linear systems. IEEE Transactions on Automatic Control 2017; 62(3): 1150–1164. https://doi.org/10.1109/tac.2016.2575830

Liu DY, Gibaru O, WPerruquetti, Laleg-Kirati TM. Fractional order differentiation by integration and error analysis in noisy environment. IEEE Transactions on Automatic Control 2015; 60(11): 2945–2960. https://doi.org/10.1109/tac.2015.2417852

Beddar A, Bouzekri H, Babes B, et al. Experimental Enhancement of Fuzzy Fractional Order Pi+i Controller of Grid Connected Variable Speed Wind Energy Conversion System. Energy Conversion and Management 2016; 123: 569–580. https://doi.org/10.1016/j.enconman.2016.06.070

Annaby MH, Ayad HA, Rushdi MA. Difference Operators and Generalized Discrete Fractional Transforms in Signal and Image Processing. Signal Processing 2018; 151: 1–18. https://doi.org/10.1016/j.sigpro.2018.04.023

Chen M, Shao SY, Shi P, et al. Disturbance Observer Based Robust Synchronization Control for a Class of Fractionalorder Chaotic Systems. IEEE Transactions on Circuits and Systems II Express Briefs 2017; 64(4): 417–421. https://doi.org/10.1109/tcsii.2016.2563758

Kovacic I. Externally excited undamped and damped linear and nonlinear oscillators: Exact solutions and tuning to a desired exact form of the response. 2018. https://doi.org/10.1016/j.ijnonlinmec.2018.03.010

Charlemagne S, Savadkoohi AT, Lamarque CH. Dynamics of a linear system coupled to a chain of light nonlinear oscillators analyzed through a continuous approximation. 2018. https://doi.org/10.1016/j.physd.2018.03.001

Bao H, Cao J. State estimation of fractional-order neural networks with time delay, in: Chinese Automation Congress 2018: 1573–1577. https://doi.org/10.1109/cac.2017.8243018

Kengne R, Tchitnga R, Mabekou S, Tekam BRW, Soh GB, Fomethe A. On the relay coupling of three fractional-order oscillators with time-delay consideration: Global and cluster synchronizations. Chaos Solitons and Fractals 2018; 111: 6– 17. https://doi.org/10.1016/j.chaos.2018.03.040

Sheng H, Sun HG, Coopmans C, Chen YQ, Bohannan GW. A physical experimental study of variable-order fractional integrator and differentiator. European Physical Journal Special Topics 2011; 193(1): 93–104. https://doi.org/10.1140/epjst/e2011-01384-4

Jiang W, Li H. A space-time spectral collocation method for the two-dimensional variable-order fractional percolation equations. 2018. https://doi.org/10.1016/j.camwa.2018.02.013

Zhou L, Jiang W. Positive solutions for fractional differential equations with multi-point boundary value problems. Journal of Applied Mathematics and Physics 2014; 2(5): 108–114. https://doi.org/10.4236/jamp.2014.25014

Kai D, Ford NJ. Analysis of Fractional Differential Equations. Journal of Mathematical Analysis Applications 2002; 265(2): 229–248. https://doi.org/10.1006/jmaa.2000.7194

Taghvafard H, Erjaee G H. Phase and Anti-phase Synchronization of Fractional Order Chaotic Systems via Active Control. Communications in Nonlinear Science and Numerical Simulation 2011; 16(10): 4079–4088. https://doi.org/10.1016/j.cnsns.2011.02.015

Sayevand K, Rostami M, Attari H. A new study on delay fractional variational problems. International Journal of Computer Mathematics 2017; (3): 1–27. https://doi.org/10.1080/00207160.2017.1398323

Tarasov VE. Fractional-order difference equations for physical lattices and some applications. Journal of Mathematical Physics 2015; 56(10): 1006–159. https://doi.org/10.1063/1.4933028

Orosco J, Coimbra CFM. On the control and stability of variable-order mechanical systems. Nonlinear Dynamics 2016; 86(1): 1–16. https://doi.org/10.1007/s11071-016-2916-9

Ghehsareh HR, Zaghian A, Raei M. A local weak form meshless method to simulate a variable order time-fractional mobile ndash; immobile transport model. Engineering Analysis with Boundary Elements 2018; 90: 63–75. https://doi.org/10.1016/j.enganabound.2018.01.016

Hashemizadeh E, Mahmoudi F. Numerical solution of painleve’ equation by chebyshev polynomials 2017; 2016(1): 26–31. https://doi.org/10.5899/2016/jiasc-00098

Wang L, Ma Y, Meng Z. Haar wavelet method for solving fractional partial differential equations numerically. Applied Mathematics and Computation 2014; 227(2): 66–76. https://doi.org/10.1016/j.amc.2013.11.004

Meng ZJ, Yi MX, Huang J, et al. Numerical Solutions of Nonlinear Fractional Differential Equations by Alternative Legendre Polynomials. Applied Mathematics and Computation 2018; 336: 454–464. https://doi.org/10.1016/j.amc.2018.04.072

Chen YM, Sun YN, Liu LQ. Numerical Solution of Fractional Partial Differential Equations with Variable Coefficients Using Generalized Fractional-order Legendre Functions. Applied Mathematics and Computation 2014; 244(2): 847–858. https://doi.org/10.1016/j.amc.2014.07.050

Xie JQ, Yao ZB, Gui HL, et al. A Two-dimensional Chebyshev Wavelets Approach for Solving the Fokker-planck Equations of Time and Space Fractional Derivatives Type with Variable Coefficients. Applied Mathematics and Computation 2018; 332: 197–208. https://doi.org/10.1016/j.amc.2018.03.040

Chen YM, Sun L, Li X. Numerical Solution of Nonlinear Fractional Integral Differential Equations by Using the Second Kind Chebyshev Wavelets. Computer Modeling in Engineering and Sciences 2013; 90(5): 359–378. https://doi.org/10.22436/jmcs.010.04.01

Chen YM, Wei YQ, Liu DY, et al. Numerical Solution for a Class of Nonlinear Variable Order Fractional Differential Equations with Legendre Wavelets. Applied Mathematics Letters 2015; 46: 83–88. https://doi.org/10.1016/j.aml.2015.02.010

Wang J, Xu TZ, Wei YQ, et al. Numerical Simulation for Coupled Systems of Nonlinear Fractional Order Integrodifferential Equations via Wavelets Method. Applied Mathematics and Computation 2018; 324: 36–50. https://doi.org/10.1016/j.amc.2017.12.010

Arbabi S, Nazari A, Darvishi MT. A Two-dimensional Haar Wavelets Method for Solving Systems of Pdes. Applied Mathematics and Computation 2017; 292: 33–46. https://doi.org/10.1016/j.amc.2016.07.032

Fernanda SP, Miguel P, Higinio R. Extrapolating for Attaining High Precision Solutions for Fractional Partial Differential Equations. Fractional Calculus and Applied Analysis 2018; 21(6): 1506–1523. https://doi.org/10.1515/fca-2018-0079

Rahimkhani P, Ordokhai Y, Babolian E. Numerical solution of fractional pantograph differential equations by using generalized fractional-order Bernoulli wavelet. Elsevier Science Publishers BV. 2017. https://doi.org/10.1016/j.cam.2016.06.005

Yi M, Huang J, Wei J. Block pulse operational matrix method for solving fractional partial differential equation. Applied Mathematics and Computation 2013; 221: 121–131. https://doi.org/10.1016/j.amc.2013.06.016

Singh H, Singh CS. Stable numerical solutions of fractional partial differential equations using legendre scaling functions operational matrix. Ain Shams Engineering Journal 2016; 9(4): 717–725. https://doi.org/10.1016/j.asej.2016.03.013

Thabet H, Kendre S. Analytical solutions for conformable space-time fractional partial differential equations via fractional differential transform. Chaos Solitons and Fractals 2018; 109: 238–245. https://doi.org/10.1016/j.chaos.2018.03.001

Chen C, Jiang YL. Simplest equation method for some timefractional partial differential equations with conformable derivative, 2018. https://doi.org/10.1016/j.camwa.2018.01.025

Bhrawy AH, Baleanu AHB, Taha TM. A modified generalized laguerre spectral method for fractional differential equations on the half line. Abstract and Applied Analysis 2013; 26(8): 1401–1429. https://doi.org/10.1155/2013/413529

Kadem A, Baleanu D. Fractional radiative transfer equation within chebyshev spectral approach. Computers and Mathematics with Applications 2010; 59(5): 1865–1873. https://doi.org/10.1016/j.camwa.2009.08.030

Song L, Wang W. A new improved adomian decomposition method and its application to fractional differential equations. Applied Mathematical Modelling 2013; 37(3): 1590–1598. https://doi.org/10.1016/j.apm.2012.03.016

Chen Y, Liu L, Li B, Sun Y. Numerical solution for the variable order linear cable equation with bernstein polynomials. Applied Mathematics and Computation 2014; 238(7): 329– 341. https://doi.org/10.1016/j.amc.2014.03.066

Shen S, Liu F, Anh V, Turner I, Chen J. A characteristic difference method for the variable-order fractional advectiondiffusion equation. Journal of Applied Mathematics and Computing 2013; 42(1-2): 371–386. https://doi.org/10.1007/s12190-012-0642-0

Bhrawy AH, Zaky MA. Numerical simulation for twodimensional variable-order fractional nonlinear cable equation. Nonlinear Dynamics 2015; 80(1-2): 101–116. https://doi.org/10.1007/s11071-014-1854-7

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.