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On solving the chaotic Chen system: a new time marching design for the variational iteration method using Adomian’s polynomial

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Abstract

This paper centres on the effectiveness of the variational iteration method and its modifications for numerically solving the chaotic Chen system, which is a three-dimensional system of ODEs with quadratic nonlinearities. This research implements the multistage variational iteration method with an emphasis on the new multistage hybrid of variational iteration method with Adomian polynomials. Numerical comparisons are made between the multistage variational iteration method, the multistage variational iteration method using the Adomian’s polynomials and the classic fourth-order Runge-Kutta method. Our work shows that the new multistage hybrid provides good accuracy and efficiency with a performance that surpasses that of the multistage variational iteration method.

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References

  1. Al-Sawalha, M.M., Noorani, M.S.M., Hashim, I.: On accuracy of Adomian decomposition method for hyperchaotic Rössler system. Chaos Solitons Fractals 40(4), 1801–1807 (2009)

    Article  Google Scholar 

  2. Hashim, I., Noorani, M.S.M., Ahmad, R., Bakar, S.A., Ismail, E.S., Zakaria, A.M.: Accuracy of the Adomian decomposition method applied to the Lorenz system. Chaos Solitons Fractals 28, 1149–1158 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  3. Noorani, M.S.M., Hashim, I., Ahmad, R., Bakar, S.A., Ismail, E.S., Zakaria, A.M.: Comparing numerical methods for the solutions of the Chen system. Chaos Solitons Fractals 321, 296–1304 (2007)

    Google Scholar 

  4. Li, C.P., Wang, Y.H.: Numerical algorithm based on Adomian decomposition for fractional differential equations. Comput. Math. Appl. 57, 1672–1681 (2009)

    Article  MathSciNet  Google Scholar 

  5. Al-Sawalha, M.M., Noorani, M.S.M.: Application of the differential transformation method for the solution of the hyperchaotic Rössler system. Commun. Non. Sci. Numer. Simul. 14, 1509–1514 (2009)

    Article  MathSciNet  Google Scholar 

  6. Goh, S.M., Noorani, M.S.M., Hashim, I.: Efficacy of variational iteration method for chaotic Genesio system—Classical and multistage approach. Chaos Solitons Fractals 40(5), 2152–2159 (2009)

    Article  Google Scholar 

  7. Goh, S.M., Noorani, M.S.M., Hashim, I., Al-Sawalha, M.M.: Variational iteration method as a reliable treatment for the hyperchaotic Rössler system. Int. J. Non. Sci. Numer. Simul. 10(3), 363–371 (2009)

    Google Scholar 

  8. Allan, F.M.: Construction of analytic solution to chaotic dynamical systems using the Homotopy analysis method. Chaos Solitons Fractals 39(4), 1744–1752 (2009)

    Article  Google Scholar 

  9. Chowdhury, M.S.H., Hashim, I.: Application of multistage homotopy-perturbation method for the solutions of the Chen system. Non. Anal. Real World Appl. 10(1), 381–391 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  10. Yamaguti, M., Ushiki, S.: Chaos in numerical analysis of ordinary differential equations. Physica D 3, 618–626 (1981)

    Article  MathSciNet  Google Scholar 

  11. Chen, G., Ueta, T.: Yet another chaotic attractor. Int. J. Bifurcat. Chaos 9(7), 1465–1466 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  12. Lu, J., Zhou, T., Chen, G., Zhang, S.: Local bifurcations of the Chen system. Int. J. Bifurcat. Chaos 12, 2257–2270 (2002)

    Article  MathSciNet  Google Scholar 

  13. Ueta, T., Chen, G.: Bifurcation analysis of Chen’s equation. Int. J. Bifurcat. Chaos 8, 1917–1931 (2000)

    MathSciNet  Google Scholar 

  14. Li, C.P., Chen, G.R.: A note one Hopf bifurcation in Chen’s system. Int. J. Bifurcat. Chaos 13, 1609–1615 (2003)

    Article  MATH  Google Scholar 

  15. Inokuti, M., Sekine, H., Mura, T.: General use of the Lagrange multiplier in nonlinear mathematical physics. In: Nemat-Nassed, S. (ed.). Variational Method in the Mechanics of Solids. Pergamon, Oxford (1978)

    Google Scholar 

  16. He, J.H.: Variational iteration method—some recent results and new interpretations. J. Comput. Appl. Math. 207(1), 3–17 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  17. He, J.H., Wu, X.H.: Variational iteration method: new development and applications. Int. J. Comput. Math. Appl. 54(7–8), 881–894 (2007)

    MATH  MathSciNet  Google Scholar 

  18. He, J.H.: An elementary introduction to recently developed asymptotic methods and nanomechanics in textile engineering. Int. J. Mod. Phys. B 22(21), 3487–3578 (2008)

    Article  MATH  Google Scholar 

  19. He, J.H.: Some asymptotic methods for strongly nonlinear equations. Int. J. Mod. Phys. B 20(10), 1141–1199 (2007)

    Article  Google Scholar 

  20. Abulwafa, E.M., Abdou, M.A., Mahmoud, A.A.: The solution of nonlinear coagulation problem with mass loss. Chaos Soliton Fractals 29(2), 313–330 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  21. He, J.H.: Variational iteration method for autonomous ordinary differential systems. Appl. Math. Comput. 114(2–3), 115–123 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  22. He, J.H.: A simple perturbation approach to Blasius equation. Appl. Math. Comput. 140(2–3), 217–222 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  23. He, J.H., Wan, Y.Q., Guo, Q.: An iteration formulation for normalized diode characteristics. Int. J. Circ. Theory Appl. 32(6), 629–632 (2004)

    Article  MATH  Google Scholar 

  24. Momani, S., Abuasad, S.: Application of He’s variational iteration method to Helmholtz equation. Chaos Solitons Fractals 27(5), 1119–1123 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  25. Shou, D.H., He, J.H.: Beyond Adomian method: The variational iteration method for solving heat-like and wave-like equations with variable coefficients. Phys. Lett. A 372, 233–237 (2008)

    Article  MathSciNet  Google Scholar 

  26. Goh, S.M., Ismail, A.I.M., Noorani, M.S.M., Hashim, I.: Dynamics of the Hantavirus infection through variational iteration method. Non. Anal. Real World Appl. 10(4), 2171–2176 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  27. Goh, S.M., Noorani, M.S.M., Hashim, I.: Prescribing a multistage analytical method to a prey-predator dynamical system. Phys. Lett. A 373, 107–110 (2008)

    Article  Google Scholar 

  28. Ghorbani, A.: Beyond Adomian polynomials: He polynomials. Chaos Solitons Fractals 39(3) 1486–1492 (2009)

    Article  MathSciNet  Google Scholar 

  29. Mohyud-Din, S.T., Noor, M.A., Noor, K.I.: Traveling wave solutions of seventh-order generalized KdV equations using He’s polynomials. Int. J. Non. Sci. Numer. Simul. 10, 227–233 (2009)

    Google Scholar 

  30. Noor, M.A., Mohyud-Din, S.T.: Variational iteration method for solving higher-order nonlinear boundary value problems using He’s polynomials. Int. J. Non. Sci. Numer. Simul. 9, 141–156 (2008)

    Google Scholar 

  31. Ghorbani, A., Saberi-Nadjafi, J.: Exact solutions for nonlinear integral equations by a modified homotopy perturbation method. Comput. Math. Appl. 56, 1032–1039 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  32. Batiha, B., Noorani, M.S.M., Hashim, I., Ismail, E.S.: The multistage variational iteration method for a class of nonlinear system of ODEs. Phys. Scr. 76, 1–5 (2007)

    Article  MathSciNet  Google Scholar 

  33. Adomian, G.: Solving Frontier Problems of Physics: The Decomposition Method. Kluwer, Boston (1994)

    MATH  Google Scholar 

  34. Wazwaz, A.M.: A new algorithm for calculating Adomian polynomials for nonlinear operators. Appl. Math. Comput. 111, 53–69 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  35. Ghorbani, A., Saberi-Nadjafi, J.: He’s homotopy perturbation method for calculating adomian polynomials. Int. J. Non. Sci. Numer. Simul. 8(2), 229–232 (2007)

    Google Scholar 

  36. Abbasbandy, S.: A new application of He’s variational iteration method for quadratic Riccati differential equation by using Adomian’s polynomials. J. Comput. Appl. Math. 207, 59–63 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  37. El-Wakil, S.A., Abdou, M.A.: New applications of variational iteration method using Adomian polynomials. Nonlinear Dynamics 52, 41–49 (2008)

    Article  MATH  MathSciNet  Google Scholar 

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Goh, S.M., Noorani, M.S.M. & Hashim, I. On solving the chaotic Chen system: a new time marching design for the variational iteration method using Adomian’s polynomial. Numer Algor 54, 245–260 (2010). https://doi.org/10.1007/s11075-009-9333-9

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  • DOI: https://doi.org/10.1007/s11075-009-9333-9

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