Abstract
In this article, a novel dynamic system, the fractional-order complex Lorenz system, is proposed. Dynamic behaviors of a fractional-order chaotic system in complex space are investigated for the first time. Chaotic regions and periodic windows are explored as well as different types of motion shown along the routes to chaos. Numerical experiments by means of phase portraits, bifurcation diagrams and the largest Lyapunov exponent are involved. A new method to search the lowest order of the fractional-order system is discussed. Based on the above result, a synchronization scheme in fractional-order complex Lorenz systems is presented and the corresponding numerical simulations demonstrate the effectiveness and feasibility of the proposed scheme.
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Vinagre, B.M., Feliu, V.: Modeling and control of dynamic systems using fractional calculus: application to electrochemical processes and flexible structures. In: Proceedings of 41st IEEE Conference on Decision and Control, Las Vegas, pp. 214–239 (2002)
Magin, R.L.: Fractional Calculus in Bioengineering, vol. 32, pp. 1–377. Begell House, New York (2004)
Ross, B.: Fractional calculus and its application. In: Lecture Notes in Mathematics. Proceedings of the International Conference, New Haven. Springer, Berlin (1974)
Heaviside, O.: Electromagnetic Theory. Chelsea, New York (1971)
Liu, L., Liang, D.L., Liu, C.X.: Nonlinear state-observer control for projective synchronization of a fractional-order hyperchaotic system. Nonlinear Dyn. 69(4), 1929–1939 (2012)
Hartley, T.T., Lorenzo, C.F., Qammer, H.K.: Chaos on a fractional Chua’s system. IEEE Trans. Circuits Syst. Theory Appl. 485–490 (1995)
Arena, P., Caponetto, R., Fortuna, L., Porto, D.: Chaos in a fractional order Duffing system. In: Proceedings ECCTD, Budapest, Hungary, vol. 3, pp. 1259–1262 (1997)
Ahmad, W.M., Sprott, J.C.: Chaos in fractional-order autonomous nonlinear systems. Chaos Solitons Fractals 16, 339–351 (2003)
Li, C.G., Chen, G.R.: Chaos in the fractional order Chen system and its control. Chaos Solitons Fractals 22, 549–554 (2004)
Zhang, W.W., Zhou, S.B., Li, H., Zhu, H.: Chaos in a fractional-order Rössler system. Chaos Solitons Fractals 42, 1684–1691 (2009)
Sun, K.H., Wang, X., Sprott, J.C.: Bifurcations and chaos in fractional-order simplified Lorenz system. Int. J. Bifurc. Chaos 4, 1209–1219 (2010)
Roldan, E., Devalcarcel, G.J., Vilaseca, R.: Single-mode-laser phase dynamics. Phys. Rev. A 48(1), 591–598 (1993)
Ning, C.Z., Haken, H.: Detuned lasers and the complex Lorenz equations–subcritical and supercritical Hopf bifurcations. Phys. Rev. A 41(7), 3826–3837 (1990)
Toronov, V.Y., Derbov, V.L.: Boundedness of attractors in the complex Lorenz model. Phys. Rev. E 55(3), 3689–3692 (1997)
Zhang, H.G., Liu, Z.W., Huang, G.B., Wang, Z.S.: Novel weighting-delay-based stability criteria for recurrent neural networks with time-varying delay. IEEE Trans. Neural Netw. 21(1), 91–106 (2010)
Mahmoud, G.M., Mahmoud, E.E.: Complete synchronization of chaotic complex nonlinear systems with uncertain parameters. Nonlinear Dyn. 62(4), 875–882 (2010)
Liu, Y.J., Wang, W.: Adaptive fuzzy control for a class of uncertain nonaffine nonlinear systems. Inf. Sci. 177(18), 3901–3917 (2007)
Wu, Z.Y., Duan, J.Q., Fu, X.C.: Complex projective synchronization in coupled chaotic complex dynamical systems. Nonlinear Dyn. 69(3), 771–779 (2012)
Liu, Y.J., Zheng, Y.Q.: Adaptive robust fuzzy control for a class of uncertain chaotic systems. Nonlinear Dyn. 57(3), 431–439 (2009)
Liu, Y.J., Chen, C.L.P., Wen, G.X., Tong, S.C.: Adaptive neural output feedback tracking control for a class of uncertain discrete-time nonlinear systems. IEEE Trans. Neural Netw. 22(7), 1162–1167 (2011)
Zhang, H.G., Ma, T.D., Huang, G.B., Wang, Z.L.: Robust global exponential synchronization of uncertain chaotic delayed neural networks via dual-stage impulsive control. IEEE Trans. Syst. Man Cybern., Part B, Cybern. 40(3), 831–844 (2010)
Liu, Y.J., Wang, W., Tong, S.C., Liu, Y.S.: Robust adaptive tracking control for nonlinear systems based on bounds of fuzzy approximation parameters. IEEE Trans. Syst. Man Cybern., Part A, Syst. Hum. 40(1), 170–184 (2010)
Matignon, D.: Stability results for fractional differential equations with applications to control processing. In: Symposium on Control, Optimization and Supervision. CESA ’96 IMACS Multiconference. Computational Engineering in Systems Applications, Lille, France, vol. 2, pp. 963–968 (1996)
Fowler, A.C., Gibbon, J.D., McGuinness, M.J.: The complex Lorenz equations. Physica D 4(2), 139–163 (1982)
Oldham, K.B., Spanier, J.: The Fractional Calculus. Academic Press, New York (1974)
Podlubny, I.: Fractional Differential Equations. Academic Press, San Diego (1999)
Diethelm, K., Ford, N.J., Freed, A.D.: A predictor-corrector approach for the numerical solution of fractional differential equations. Nonlinear Dyn. 29, 3–22 (2002)
Liu, Z.W., Zhang, H.G., Zhang, Q.L.: Novel stability analysis for recurrent neural networks with multiple delays via line integral-type L-K functional. IEEE Trans. Neural Netw. 21(11), 1710–1718 (2010)
Zhang, H.G., Liu, D.R., Wang, Z.L.: Controlling Chaos: Suppression, Synchronization and Chaotification, p. 366. Springer, London (2009)
Wang, X.Y., He, Y.J. Wang, M.J.: Chaos control of a fractional order modified coupled dynamos system. Nonlinear Anal. 71, 6126–6134 (2009)
Marsden, J.E., McCracken, M.: The Hopf Bifurcation and Its Applications. Springer, New York (1976)
Wolf, A., Swinney, J.B., Swinney, H.L., Vastano, J.A.: Determining Lyapunov exponents from a time series. Physica D 16, 285–317 (1985)
Rosenstein, M.T., Collins, J.J., De, L.C.J.: A practical method for calculating largest Lyapunov exponents from small data sets. Physica D 65, 117–134 (1993)
Acknowledgements
This research is supported by the National Natural Science Foundation of China (Nos: 61173183, 60973152, and 60573172), the Superior University Doctor Subject Special Scientific Research Foundation of China (No: 20070141014), Program for Liaoning Excellent Talents in University (No: LR2012003), the National Natural Science Foundation of Liaoning province (No: 20082165) and the Fundamental Research Funds for the Central Universities (No: DUT12JB06).
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Luo, C., Wang, X. Chaos in the fractional-order complex Lorenz system and its synchronization. Nonlinear Dyn 71, 241–257 (2013). https://doi.org/10.1007/s11071-012-0656-z
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DOI: https://doi.org/10.1007/s11071-012-0656-z