A study on the fractional Ebola virus model by the semi-analytic and numerical approach

Document Type : Research Paper

Authors

Department of Mathematics, Bangalore University, Bengaluru-560056, India.

Abstract

 In this study, an Ebola virus model involving fractional derivatives in the Caputo sense is considered and studied through three different techniques called the homotopy analysis method (HAM), the Haar wavelet method (HWM), and the Range-Kutta method (RKM). The HAM is a semi-analytical approach proposed for solving fractional-order nonlinear systems of ordinary differential equations (ODEs), the Haar wavelet technique (HWT) is a numerical approach for both fractional and integer order, and the RKM is a numerical method used to solve the system of ODEs. We have drawn a semi-analytical solution in terms of a series of polynomials and numerical solutions for the model. First, we solved the model through the HAM by choosing the preferred control parameter. Secondly, the HWT is considered; through this technique, the operational matrix of integration is used to convert the given fractional differential equations (FDEs) into a set of algebraic equation systems, and then the RKM is applied. The model is studied through all three methods, and the solutions are juxtaposed with ND Solver solutions. The nature of the model is analyzed with different parameters, and the calculations are performed using Scilab and Mathematica software. The obtained results are expressed in graphs and tables. Convergence analysis has been discussed in terms of theorems.

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Main Subjects


  • [1] A. Atangana and E. F. Goufo, On the mathematical analysis of Ebola hemorrhagic fever: deathly infection disease in West African countries, BioMed research international, 2014(1) (2014), 261383.
  • [2] A. Atangana and K. M. Owolabi, New numerical approach for fractional differential equations, Mathematical Modelling of Natural Phenomena, 13(1) (2018), 3.
  • [3] Y. Chen, M. Yi, and C. Yu, Error analysis for numerical solution of fractional differential equation by Haar wavelets method, Journal of Computational Science, 3(5) (2012), 367-73.
  • [4] M. H. Derakhshan, The stability analysis and numerical simulation based on Sinc Legendre collocation method for solving a fractional epidemiological model of the Ebola virus, Partial Differential Equations in Applied Mathematics, 3 (2021), 100037.
  • [5] M. A. Dokuyucu and H. Dutta, A fractional order model for Ebola Virus with the new Caputo fractional derivative without singular kernel, Chaos, Solitons & Fractals, 134 (2020), 109717.
  • [6] O. Ilhan and G. S¸ahin, A numerical approach for an epidemic SIR model via Morgan-Voyce series, International Journal of Mathematics and Computer in Engineering, (2024).
  • [7] H. Jafari, P. Goswami, R. S. Dubey, S. Sharma, and A. Chaudhary, Fractional SIZR model of Zombies infection, International Journal of Mathematics and Computer in Engineering, (2023).
  • [8] F. M. Khan, A. Ali, E. Bonyah, and Z. U. Khan, [Retracted] The Mathematical Analysis of the New Fractional Order Ebola Model, Journal of Nanomaterials, 2022(1) (2022), 4912859.
  • [9] S. Kumbinarasaiah, A novel approach for multi dimensional fractional coupled Navier–Stokes equation, SeMA Journal, 80(2) (2023), 261-282.
  • [10] S. Kumbinarasaiah and M. P. Preetham, A study on homotopy analysis method and clique polynomial method, Computational Methods for Differential Equations, 10(3) (2022) 774-88.
  • [11] S. Kumbinarasaiah and M. Mulimani, The Fibonacci wavelets approach for the fractional Rosenau–Hyman equations, Results in Control and Optimization, 1 (2023), 100221.
  • [12] S. Kumbinarasaiah and R. A. Mundewadi, Numerical solution of fractional-order integro-differential equations using Laguerre wavelet method, Journal of Information and Optimization Sciences, 43(4) (2022), 643-662.
  • [13] S. Liang and D. J. Jeffrey, Comparison of homotopy analysis method and homotopy perturbation method through an evolution equation, Communications in Nonlinear Science and Numerical Simulation, 14(12) (2009),4057-64.
  • [14] S. Liao, On the proposed homotopy analysis technique for nonlinear problems and its applications, Shanghai Jiao Tong University, (1992).
  • [15] S. Liao, An explicit, totally analytic approximate solution for Blasius’ viscous flow problems, International Journal of Non-Linear Mechanics, 34(4) (1999),759-78.
  • [16] S. Liao, Beyond perturbation: introduction to the homotopy analysis method, Chapman and Hall/CRC, 2003.
  • [17] S. Liao , Homotopy analysis method in nonlinear differential equations, Beijing: Higher education press, (2012).
  • [18] S. Liao, Advances in the homotopy analysis method, World Scientific, (2013).
  • [19] Z. M. Odibat, A study on the convergence of homotopy analysis method, Applied Mathematics and Computation, 217(2) (2010), 782-789.
  • [20] A. Rachah and D. F. M. Torres, Predicting and controlling the Ebola infection, Mathematical Methods in the Applied Sciences, 40(17) (2017), 6155-6164.
  • [21] S. Rewar and D. Mirdha, Transmission of Ebola virus disease: an overview, Annals of global health, 80(6) (2014), 444-451.
  • [22] Z. Sabir and M. Umar, Levenberg-Marquardt backpropagation neural network procedures for the consumption of hard water-based kidney function, International Journal of Mathematics and Computer in Engineering, 1(1) (2023), 127-138.
  • [23] M. Sajid and T. Hayat, Comparison of HAM and HPM methods in nonlinear heat conduction and convection equations, Nonlinear Analysis: Real World Applications, 9(5) (2008), 2296-2301.
  • [24] S. C. Shiralasetti and S. Kumbinarasaiah, Some results on Haar wavelets matrix through linear algebra, Wavelet and Linear Algebra, 4(2) (2017), 49-59.
  • [25] H. Singh, Analysis for fractional dynamics of Ebola virus model, Chaos, Solitons & Fractals, 138 (2020), 109992.
  • [26] K. Srinivasa, H. M. Baskonus, and Y. G. S´anchez, Numerical solutions of the mathematical models on the digestive system and covid-19 pandemic by hermite wavelet technique, Symmetry, 13(12) (2021), 2428.
  • [27] H. M. Srivastava and M. S. Khaled, Numerical simulation of the fractal-fractional Ebola virus, Fractal and Fractional, 4(4) (2020), 49.
  • [28] H. M. Srivastava, M. S. Khaled, and M. M. Khader, An efficient spectral collocation method for the dynamic simulation of the fractional epidemiological model of the Ebola virus, Chaos, Solitons & Fractals, 140 (2020), 110174.
  • [29] H. M. Srivastava and S. Deniz, A new modified semi-analytical technique for a fractional-order Ebola virus disease model Revista de la Real Academia de Ciencias Exactas, F´ısicas Naturales Serie A, Matem´aticas, 115(3) (2021), 137.
  • [30] M. Zurigat, S. Momani, Z. Odibat, and A. Alawneh, The homotopy analysis method for handling systems of fractional differential equations, Applied Mathematical Modelling, 34(1) (2010), 24-35.