Theory article Special Issues

An Adomian decomposition method with some orthogonal polynomials to solve nonhomogeneous fractional differential equations (FDEs)

  • Received: 23 August 2024 Revised: 11 October 2024 Accepted: 15 October 2024 Published: 28 October 2024
  • MSC : 26A33, 34A08, 34K37, 65L10

  • The present study introduced modifications to the standard Adomian decomposition method (ADM) by combining the Taylor series with orthogonal polynomials, such as Legendre polynomials and the first and second kinds of Chebyshev polynomials. These improvements can be applied to solve fractional differential equations with initial-value problems in the Caputo sense. The approaches are based on the use of orthogonal polynomials, which are essential components in approximation theories. The study carefully analyzed their respective absolute error differences, highlighting the computational benefits of the proposed modifications, which offer improved accuracy and require fewer computational steps. The effectiveness and accuracy of the approach were validated through numerical examples, confirming its efficiency and reliability.

    Citation: Mariam Al-Mazmumy, Maryam Ahmed Alyami, Mona Alsulami, Asrar Saleh Alsulami, Saleh S. Redhwan. An Adomian decomposition method with some orthogonal polynomials to solve nonhomogeneous fractional differential equations (FDEs)[J]. AIMS Mathematics, 2024, 9(11): 30548-30571. doi: 10.3934/math.20241475

    Related Papers:

  • The present study introduced modifications to the standard Adomian decomposition method (ADM) by combining the Taylor series with orthogonal polynomials, such as Legendre polynomials and the first and second kinds of Chebyshev polynomials. These improvements can be applied to solve fractional differential equations with initial-value problems in the Caputo sense. The approaches are based on the use of orthogonal polynomials, which are essential components in approximation theories. The study carefully analyzed their respective absolute error differences, highlighting the computational benefits of the proposed modifications, which offer improved accuracy and require fewer computational steps. The effectiveness and accuracy of the approach were validated through numerical examples, confirming its efficiency and reliability.



    加载中


    [1] K. S. Miller, B. Ross, An introduction to the fractional calculus and fractional differential equations, John Willey & Sons, 1993.
    [2] A. A. Kilbas, H. M. Srivastava, J. J. Trujillo, Theory and applications of fractional differential equations, Elsevier, 204 (2006).
    [3] I. Podlubny, Fractional differential equations, New York: Academic Press, 1999.
    [4] R. T. Baillie, Long memory processes and fractional integration in econometrics, J. Econometrics, 73 (1996), 5–59. https://doi.org/10.1016/0304-4076(95)01732-1 doi: 10.1016/0304-4076(95)01732-1
    [5] G. C. Wu, Z. G. Deng, D. Baleanu, D. Q. Zeng, New variable-order fractional chaotic systems for fast image encryption, Chaos Interd. J. Nonlinear Sci., 29 (2019). https://doi.org/10.1063/1.5110347
    [6] A. Bonfanti, J. L. Kaplan, G. Charras, A. Kabla, Fractional viscoelastic models for power-law materials, Soft Matter, 16 (2020), 6002–6020. https://doi.org/10.1039/D0SM00354A doi: 10.1039/D0SM00354A
    [7] J. F. G. Aguilar, J. E. E. Martínez, C. C. Ramón, L. J. M. Mendoza, M. B. Cruz, M. G. Lee, Equivalent circuits applied in electrochemical impedance spectroscopy and fractional derivatives with and without singular kernel, Adv. Math. Phys., 2016. https://doi.org/10.1155/2016/9720181
    [8] N. Singh, K. Kumar, P. Goswami, H. Jafari, Analytical method to solve the local fractional vehicular traffic flow model, Math. Method. Appl. Sci., 45 (2022), 3983–4001. https://doi.org/10.1002/mma.8027 doi: 10.1002/mma.8027
    [9] H. Bulut, T. A. Sulaiman, H. M. Baskonus, H. Rezazadeh, M. Eslami, M. Mirzazadeh, Optical solitons and other solutions to the conformable space-time fractional Fokas-Lenells equation, Optik, 172 (2018), 20–27. https://doi.org/10.1016/j.ijleo.2018.06.108 doi: 10.1016/j.ijleo.2018.06.108
    [10] S. R. Saratha, M. Bagyalakshmi, S. Sundara, G. Krishnan, Fractional generalised homotopy analysis method for solving nonlinear fractional differential equations, Comput. Appl. Math., 39 (2020), 1–32. https://doi.org/10.1007/s40314-020-1133-9 doi: 10.1007/s40314-020-1133-9
    [11] B. R. Sontakke, A. S. Shelke, A. S. Shaikh, Solution of non-linear fractional differential equations by variational iteration method and applications, Far East J. Math. Sci., 110 (2019), 113–129. http://dx.doi.org/10.17654/MS110010113 doi: 10.17654/MS110010113
    [12] I. Ameen, P. Novati, The solution of fractional order epidemic model by implicit Adams methods, Appl. Math. Model., 43 (2017), 78–84. https://doi.org/10.1016/j.apm.2016.10.054 doi: 10.1016/j.apm.2016.10.054
    [13] R. Garrappa, Numerical solution of fractional differential equations: A survey and a software tutorial, Mathematics, 6 (2018), 16. https://doi.org/10.3390/math6020016 doi: 10.3390/math6020016
    [14] R. Amin, B. Alshahrani, M. Mahmoud, A. H. A. Aty, K. Shah, W. Deebani, Haar wavelet method for solution of distributed order time-fractional differential equations, Alex. Eng. J., 60 (2021), 3295–3303. https://doi.org/10.1016/j.aej.2021.01.039 doi: 10.1016/j.aej.2021.01.039
    [15] H. M. Ahmed, Enhanced shifted Jacobi operational matrices of integrals: Spectral algorithm for solving some types of ordinary and fractional differential equations, Bound. Value Probl., 2024 (2024), 75. https://doi.org/10.1186/s13661-024-01880-0 doi: 10.1186/s13661-024-01880-0
    [16] H. M. Srivastava, W. Adel, M. Izadi, A. A. El-Sayed, Solving some physics problems involving fractional-order differential equations with the Morgan-Voyce polynomials, Fractal Fract., 7 (2023), 301. https://doi.org/10.3390/fractalfract7040301 doi: 10.3390/fractalfract7040301
    [17] A. G. Atta, W. M. A. Elhameed, Y. H. Youssri, Shifted fifth-kind Chebyshev polynomials Galerkin-based procedure for treating fractional diffusion-wave equation, Int. J. Mod. Phys. C, 33 (2022), 2250102. https://doi.org/10.1142/S0129183122501029 doi: 10.1142/S0129183122501029
    [18] H. M. Ahmed, A new first finite class of classical orthogonal polynomials operational matrices: An application for solving fractional differential equations, Contemp. Math., 2023,974–994. https://doi.org/10.37256/cm.4420232716
    [19] G. Adomian, Nonlinear stochastic systems theory and applications to physics, Springer Science & Business Media, 46 (1988).
    [20] K. Abbaoui, Y. Cherruault, Convergence of Adomian's method applied to differential equations, Comput. Math. Appl., 28 (1994), 103–109. https://doi.org/10.1016/0898-1221(94)00144-8 doi: 10.1016/0898-1221(94)00144-8
    [21] M. M. Hosseini, H. Nasabzadeh, On the convergence of Adomian decomposition method, Appl. Math. Comput., 182 (2006), 536–543. https://doi.org/10.1016/j.amc.2006.04.015 doi: 10.1016/j.amc.2006.04.015
    [22] A. Aminataei, S. S. Hosseini, The comparison of the stability of Adomian decomposition method with numerical methods of equation solution, Appl. Math. Comput., 186 (2007), 665–669. https://doi.org/10.1016/j.amc.2006.08.011 doi: 10.1016/j.amc.2006.08.011
    [23] V. D. Gejji, H. Jafari, Adomian decomposition: A tool for solving a system of fractional differential equations, J. Math. Anal. Appl., 301 (2005), 508–518. https://doi.org/10.1016/j.jmaa.2004.07.039 doi: 10.1016/j.jmaa.2004.07.039
    [24] J. S. Duan, R. Rach, D. Baleanu, A. M. Wazwaz, A review of the Adomian decomposition method and its application to fractional differential equations, Community Fract. Calculator, 2 (2012), 73–99.
    [25] I. Sumiati, E. Rusyaman, S. Sukono, A. T. Bon, A review of Adomian decomposition method and applied to differential equations, Proceedings of the International Conference on Industrial Engineering and Operations Management, Pilsen, Czech Republic, 2019, 23–26.
    [26] M. Kumar, Umesh, Recent development of Adomian decomposition method for ordinary and partial differential equations, Int. J. Appl. Comput. Math., 8 (2022), 81. https://doi.org/10.1007/s40819-022-01285-6 doi: 10.1007/s40819-022-01285-6
    [27] A. Sadeghinia, P. Kumar, One solution of multi-term fractional differential equations by Adomian decomposition method, Int. J. Sci. Innov. Math. Res., 3 (2015).
    [28] P. Guo, The Adomian decomposition method for a type of fractional differential equations, J. Appl. Math. Phys., 7 (2019), 2459–2466. https://doi.org/10.4236/jamp.2019.710166 doi: 10.4236/jamp.2019.710166
    [29] A. Afreen, A. Raheem, Study of a nonlinear system of fractional differential equations with deviated arguments via Adomian decomposition method, Int. J. Appl. Comput. Math., 8 (2022), 269. https://doi.org/10.1007/s40819-022-01464-5 doi: 10.1007/s40819-022-01464-5
    [30] M. Botros, E. A. A. Ziada, I. L. El-Kalla, Solutions of fractional differential equations with some modifications of Adomian Decomposition method, Delta Univ. Sci. J., 6 (2023), 292–299. https://doi.org/10.21608/dusj.2023.291073 doi: 10.21608/dusj.2023.291073
    [31] H. O. Bakodah, M. A. Mazmumy, S. O. Almuhalbedi, An efficient modification of the Adomian decomposition method for solving integro-differential equations, Math. Sci. Lett., 21 (2017), 15–21. http://dx.doi.org/10.18576/msl/060103 doi: 10.18576/msl/060103
    [32] J. Mulenga, P. A. Phiri, Solving different types of differential equations using modified and new modified Adomian decomposition methods, J. Appl. Math. Phys., 11 (2023), 1656–1676. http://dx.doi.org/10.4236/jamp.2023.116108 doi: 10.4236/jamp.2023.116108
    [33] A. M. Wazwaz, S. M. El-Sayed, A new modification of the Adomian decomposition method for linear and nonlinear operators, Appl. Math. Comput., 122 (2001), 393–405. https://doi.org/10.1016/S0096-3003(00)00060-6 doi: 10.1016/S0096-3003(00)00060-6
    [34] M. M. Hosseini, Adomian decomposition method with Chebyshev polynomials, Appl. Math. Comput., 175 (2006), 1685–1693. https://doi.org/10.1016/j.amc.2005.09.014 doi: 10.1016/j.amc.2005.09.014
    [35] Y. Liu, Adomian decomposition method with orthogonal polynomials: Legendre polynomials, Math. Comput. Model., 49 (2009), 1268–1273. https://doi.org/10.1016/j.mcm.2008.06.020 doi: 10.1016/j.mcm.2008.06.020
    [36] Y. Liu, Adomian decomposition method with second kind Chebyshev polynomials, Proc. Jangjeon Math. Soc., 12 (2009), 57–67.
    [37] Y. Çenesiz, A. Kurnaz, Adomian decomposition method by Gegenbauer and Jacobi polynomials, Int. J. Comput. Math., 88 (2011), 3666–3676. https://doi.org/10.1080/00207160.2011.611503 doi: 10.1080/00207160.2011.611503
    [38] Y. Xie, L. Li, M. Wang, Adomian decomposition method with orthogonal polynomials: Laguerre polynomials and the second kind of Chebyshev polynomials, Mathematics, 9 (2021), 1796. https://doi.org/10.3390/math9151796 doi: 10.3390/math9151796
    [39] N. Khodabakhshi, S. M. Vaezpour, D. Baleanu, Numerical solutions of the initial value problem for fractional differential equations by modification of the Adomian decomposition method, Fract. Calc. Appl. Anal., 17 (2014)), 382–400. https://doi.org/10.2478/s13540-014-0176-2
    [40] Z. Odibat, On Legendre polynomial approximation with the VIM or HAM for numerical treatment of nonlinear fractional differential equations, J. Comput. Appl. Math., 235 (2011), 2956–2968. https://doi.org/10.1016/j.cam.2010.12.013 doi: 10.1016/j.cam.2010.12.013
    [41] V. Y. Shenas, Application of numerical and semi-analytical approach on van der Pol-duffing oscillators, J. Adv. Res. Mech. Eng., 1 (2010).
    [42] Y. H. Youssri, W. M. Abd-Elhameed, E. H. Doha, Ultraspherical wavelets method for solving Lane-Emden type equations, Rom. J. Phys., 60 (2015), 1298–1314.
    [43] P. Rahimkhani, R. Moeti, Numerical solution of the fractional order Duffing-van der Pol oscillator equation by using Bernoulli wavelets collocation method, Int. J. Appl. Comput. Math., 4 (2018), 1–18. https://doi.org/10.1007/s40819-018-0494-x doi: 10.1007/s40819-018-0494-x
  • Reader Comments
  • © 2024 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(204) PDF downloads(52) Cited by(0)

Article outline

Figures and Tables

Figures(3)  /  Tables(8)

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog