Skip to main content
Log in

Fractional-order generalized Taylor wavelet method for systems of nonlinear fractional differential equations with application to human respiratory syncytial virus infection

  • Foundation, algebraic, and analytical methods in soft computing
  • Published:
Soft Computing Aims and scope Submit manuscript

Abstract

We give a novel method to solve systems of nonlinear fractional differential equations (NFDEs). We first introduce a new class of basis functions called fractional-order generalized Taylor wavelets. The Riemann–Liouville fractional integral operator, of the fractional-order generalized Taylor wavelets, is determined. An exact formula for this operator will be obtained by using the regularized beta function. By applying this exact formula we reduce the given system of NFDEs to a system of algebraic equations. The method is applied to the fractional models in human respiratory syncytial virus infection. We also give numerical examples to show the effectiveness and high accuracy of the present method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Abramowitz M (1973) Handbook of mathematical functions. National Bureau of Standards, Applied Mathematics Series 55

  • Bagley RL, Torvik PJ (1985) Fractional calculus in the transient analysis of viscoelastically damped structures. AIAA J 23:918–925

    Article  Google Scholar 

  • Baillie RT (1996) Long memory processes and fractional integration in econometrics. J Econom 73:5–59

    Article  MathSciNet  Google Scholar 

  • Bhrawy A, Alhamed Y, Baleanu D, Al-Zahrani A (2014) New spectral techniques for systems of fractional differential equations using fractional-order generalized laguerre orthogonal functions. Fract Calc Appl Anal 17:1137–1157

    Article  MathSciNet  Google Scholar 

  • Bhrawy A, Tharwat M, Yildirim A (2013) A new formula for fractional integrals of Chebyshev polynomials: application for solving multi-term fractional differential equations. Appl Math Model 37:4245–4252

    Article  MathSciNet  Google Scholar 

  • Carpinteri A, Mainardi F (2014) Fractals and fractional calculus in continuum mechanics, vol. 378. Springer

  • Deng W, Du S, Wu Y (2013) High order finite difference WENO schemes for fractional differential equations. Appl Math Lett 26:362–366

    Article  MathSciNet  Google Scholar 

  • Ertürk VS, Odibat ZM, Momani S (2011) An approximate solution of a fractional order differential equation model of human T-cell lymphotropic virus I (HTLV-I) infection of CD4+ T-cells. Comput Math Appl 62:996–1002

    Article  MathSciNet  Google Scholar 

  • Gupta S, Kumar D, Singh J (2015) Numerical study for systems of fractional differential equations via Laplace transform. J Egypt Math Soc 23:256–262

    Article  MathSciNet  Google Scholar 

  • Hall MG, Barrick TR (2008) From diffusion-weighted MRI to anomalous diffusion imaging. Magn Reson Med 59:447–455

    Article  Google Scholar 

  • He J (1999) Some applications of nonlinear fractional differential equations and their approximations. Bull Sci Technol 15:86–90

    Google Scholar 

  • Heydari M, Hooshmandasl MR, Mohammadi F (2014) Legendre wavelets method for solving fractional partial differential equations with Dirichlet boundary conditions. Appl Math Comput 234:267–276

    MathSciNet  MATH  Google Scholar 

  • Kazem S, Abbasbandy S, Kumar S (2013) Fractional-order Legendre functions for solving fractional-order differential equations. Appl Math Model 37:5498–5510

    Article  MathSciNet  Google Scholar 

  • Keshavarz E, Ordokhani Y, Razzaghi M (2014) Bernoulli wavelet operational matrix of fractional order integration and its applications in solving the fractional order differential equations. Appl Math Model 38:6038–6051

    Article  MathSciNet  Google Scholar 

  • Keshavarz E, Ordokhani Y, Razzaghi M (2018) The Taylor wavelets method for solving the initial and boundary value problems of Bratu-type equations. Appl Numer Math 128:205–216

    Article  MathSciNet  Google Scholar 

  • Khalil H, Khan RA (2014) A new method based on Legendre polynomials for solutions of the fractional two-dimensional heat conduction equation. Comput Math Appl 67:1938–1953

    Article  MathSciNet  Google Scholar 

  • Li M, Zhao W (2013) Solving Abel’s type integral equation with Mikusinski’s operator of fractional order. Adv Math Phys

  • Li Y, Zhao W (2010) Haar wavelet operational matrix of fractional order integration and its applications in solving the fractional order differential equations. Appl Math Comput 216:2276–2285

    MathSciNet  MATH  Google Scholar 

  • Machado JT, Kiryakova V, Mainardi F (2011) Recent history of fractional calculus. Commun Nonlinear Sci Numer Simul 16:1140–1153

    Article  MathSciNet  Google Scholar 

  • Mandelbrot B (1967) Some noises with I/F spectrum, a bridge between direct current and white noise. IEEE Trans Inf Theory 13:289–298

    Article  Google Scholar 

  • Mashayekhi S, Razzaghi M (2016a) Numerical solution of distributed order fractional differential equations by hybrid functions. J Comput Phys 315:169–181

    Article  MathSciNet  Google Scholar 

  • Mashayekhi S, Razzaghi M (2016b) Numerical solution of the fractional Bagley–Torvik equation by using hybrid functions approximation. Math Method Appl Sci 39:353–365

    Article  MathSciNet  Google Scholar 

  • Meerschaert MM, Tadjeran C (2006) Finite difference approximations for two-sided space-fractional partial differential equations. Appl Numer Math 56:80–90

    Article  MathSciNet  Google Scholar 

  • Miller KS, Ross B (1993) An introduction to the fractional calculus and fractional differential equations. Wiley, London

    MATH  Google Scholar 

  • Mohammadi F, Cattani C (2018) A generalized fractional-order Legendre wavelet tau method for solving fractional differential equations. J Comput Appl Math 339:306–316

    Article  MathSciNet  Google Scholar 

  • Nemati S, Torres DF (2020) A new spectral method based on two classes of hat functions for solving systems of fractional differential equations and an application to respiratory syncytial virus infection. Soft Comput, 1–13

  • Odibat ZM, Shawagfeh NT (2007) Generalized Taylors formula. Appl Math Comput 186:286–293

    MathSciNet  MATH  Google Scholar 

  • Oldham KB (2010) Fractional differential equations in electrochemistry. Adv Eng Softw 41:9–12

    Article  Google Scholar 

  • Parand K, Nikarya M (2014) Application of bessel functions for solving differential and integro-differential equations of the fractional order. Appl Math Model 38:4137–4147

    Article  MathSciNet  Google Scholar 

  • Podlubny I (1998) Fractional differential equations: an introduction to fractional derivatives, fractional differential equations, to methods of their solution and some of their applications. Elsevier, Amsterdam

    MATH  Google Scholar 

  • Povstenko Y (2010) Signaling problem for time-fractional diffusion-wave equation in a half-space in the case of angular symmetry. Nonlinear Dyn 59:593–605

    Article  Google Scholar 

  • Rahimkhani P, Ordokhani Y, Babolian E (2016) Fractional-order Bernoulli wavelets and their applications. Appl Math Model 40:8087–8107

    Article  MathSciNet  Google Scholar 

  • Rahimkhani P, Ordokhani Y, Babolian E (2017) Numerical solution of fractional pantograph differential equations by using generalized fractional-order Bernoulli wavelet. J Comput Appl Math 309:493–510

    Article  MathSciNet  Google Scholar 

  • Rosa S, Torres DF (2018a) Optimal control of a fractional order epidemic model with application to human respiratory syncytial virus infection. Chaos Soliton Fract 117:142–149

    Article  MathSciNet  Google Scholar 

  • Rosa S, Torres DF (2018b) Parameter estimation, sensitivity analysis and optimal control of a periodic epidemic model with application to HRSV in Florida. Stat Optim Inf Comput 6:139–49

    Article  MathSciNet  Google Scholar 

  • Rossikhin YA, Shitikova MV (1997) Applications of fractional calculus to dynamic problems of linear and nonlinear hereditary mechanics of solids. Appl Mech Rev 50:15–67

    Article  Google Scholar 

  • Saadatmandi A (2014) Bernstein operational matrix of fractional derivatives and its applications. Appl Math Model 38:1365–1372

    Article  MathSciNet  Google Scholar 

  • Saeedi H, Moghadam MM, Mollahasani N, Chuev G (2011) A CAS wavelet method for solving nonlinear fredholm integro-differential equations of fractional order. Commun Nonlinear Sci Num Simul 16:1154–1163

    Article  MathSciNet  Google Scholar 

  • Shen S, Liu F, Anh VV (2019) The analytical solution and numerical solutions for a two-dimensional multi-term time fractional diffusion and diffusion-wave equation. J Comput Appl Math 345:515–534

    Article  MathSciNet  Google Scholar 

  • Yi M, Huang J, Wei J (2013) Block pulse operational matrix method for solving fractional partial differential equation. Appl Math Comput 221:121–131

    MathSciNet  MATH  Google Scholar 

  • Yüzbaşı Ş (2013) Numerical solutions of fractional Riccati type differential equations by means of the bernstein polynomials. Appl Math Comput 219:6328–6343

    MathSciNet  MATH  Google Scholar 

  • Zhu L, Fan Q (2012) Solving fractional nonlinear Fredholm integro-differential equations by the second kind Chebyshev wavelet. Commun Nonlinear Sci Num Simul 17:2333–2341

    Article  MathSciNet  Google Scholar 

  • Zurigat M, Momani S, Odibat Z, Alawneh A (2010) The homotopy analysis method for handling systems of fractional differential equations. Appl Math Model 34:24–35

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

The authors wish to express their sincere thanks to the anonymous referee for valuable suggestions that improved the final version of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohsen Razzaghi.

Ethics declarations

Conflict of interest

The authors declare no potential conflict of interests.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Vo, T.N., Razzaghi, M. & Toan, P.T. Fractional-order generalized Taylor wavelet method for systems of nonlinear fractional differential equations with application to human respiratory syncytial virus infection. Soft Comput 26, 165–173 (2022). https://doi.org/10.1007/s00500-021-06436-3

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00500-021-06436-3

Keywords

Navigation