Abstract
In this paper, we prove that a class of piecewise continuous autonomous systems of fractional order has well-defined Lyapunov exponents. To do so, based on some known results from differential inclusions of integer order and fractional order, as well as differential equations with discontinuous right-hand sides, the corresponding discontinuous initial value problem is approximated by a continuous one with fractional order. Then, the Lyapunov exponents are numerically determined using, for example, Wolf’s algorithm. Three examples of piecewise continuous chaotic systems of fractional order are simulated and analyzed: Sprott’s system, Chen’s system, and Simizu–Morioka’s system.
Similar content being viewed by others
Notes
Actually, in the great majority of known examples, with \(g\) being polynomial, it is also a smooth function.
This class of sigmoid functions includes many other examples such as the hyperbolic tangent, the error function, the logistic function, algebraic functions like \(\frac{x}{\sqrt{\delta +x^2}}\), \(\frac{2}{1+e^{-\frac{x}{\delta }}}-1\) [13] and so on.
Because, while the problem is solved in parallel with (13), the initial conditions change, so the usual notation \(x_0\) is replaced with \(x\).
References
Oseledec, V.I.: Multiplicative ergodic theorem: characteristic Lyapunov exponents of dynamical systems. Trudy MMO 19, 179–210 (1968). (in Russian)
Eckmann, J.-P., Ruelle, D.: Ergodic theory of chaos and strange attractors. Rev. Mod. Phys. 57, 617 (1985)
Kunze, M.: Rigorous methods and numerical results for dry friction problems. In: Wiercigroch, M., de Kraker, B. (eds.) Applied Nonlinear Dynamics and Chaos of Mechanical Systems with Discontinuities World Scientific Series on Nonlinear Science Series A, Volume 28. World Scientific, Singapore (2000)
Grantham, W.J., Lee, B.: A chaotic limit cycle paradox. Dyn. Control 3, 19–173 (1993)
Gans, R.F.: When is cutting chaotic? J. Sound Vib. 188, 75–83 (1995)
Li, C., Gong, Z., Qian, D., Chen, Y.Q.: On the bound of the Lyapunov exponents for the fractional differential systems. CHAOS 20, 013127 (2010)
Zhang, W., Zhou, S., Liao, X., Mai, H., Xiao, K.: Estimate the largest Lyapunov exponent of fractional-order systems. Communications, Circuits and Systems 2008. ICCCAS 2008 International Conference on, 25–27 May 2008, pp. 1121–1124
Caponetto, R., Fazzino, S.: A semi-analytical method for the computation of the Lyapunov exponents of fractional-order systems. Commun. Nonlinear Sci. Numer. Simul. 18(1), 22–27 (2013)
Cong, N.D., Son, D.T., Tuan, H.T.: On fractional lyapunov exponent for solutions of linear fractional differential equations. Fract. Calc. Appl. Anal. 17(2), 285–306 (2014)
Sprott, J.C.: A new class of chaotic circuit. Phys. Lett. A 266, 19–23 (2000)
Ahmad, W.M., Sprott, J.C.: Chaos in fractional-order autonomous nonlinear systems. Chaos Solitons Fractals 16, 339–351 (2003)
Wiercigroch, M., de Kraker, B.: Applied Nonlinear Dynamics and Chaos of Mechanical Systems with Discontinuities. World Scientific, Singapore (2000)
Danca, M.-F.: Continuous approximation of a class of piece-wise continuous systems of fractional order. Int. J. Bif Chaos (2014, accepted)
Cortes, J.: Discontinuous dynamical systems. Control Syst. IEEE 28(3), 36–73 (2008)
Caputo, M.: Elasticity and Dissipation. Zanichelli, Bologna (1969)
Oldham, K.B., Spanier, J.: The Fractional Calculus, Theory and Applications of Differentiation and Integration to Arbitrary Order. Elsevier Science, Amsterdam (1974)
Podlubny, I.: Fractional Differential Equations. Academic Press, San Diego (1999)
Heymans, N., Podlubny, I.: Physical interpretation of initial conditions for fractional differential equations with Riemann–Liouville fractional derivatives. Rheol. Acta 45(5), 765–771 (2006)
Podlubny, I.: Geometric and physical interpretation of fractional integration and fractional differentiation. Fract. Calc. Appl. Anal. 5(4), 367–386 (2002)
Filippov, A.F.: Differential Equations with Discontinuous Right-Hand Sides. Kluwer, Dordrecht (1988)
Deimling, K.: Multivalued Differential Equations. de Gruyter, Berlin (1992)
Aubin, J.-P., Cellina, A.: Diffeerential Inclusions Set-valued Maps and Viability Theory. Springer, Berlin (1984)
Aubin, J.-P., Frankowska, H.: Set-Valued Analysis. Birkhuser, Boston (1990)
Zaremba, S.C.: Sur une extension de la notion d’équation différentielle. C. R. Acad. Sci. Paris 199, A545–A548 (1934)
El-Sayed, A.M.A., Ibrahim, A.G.: Multivalued fractional differential equations of arbitrary orders. Appl. Math. Comput. 68, 15–25 (1995)
Henderson, J., Ouaha, A.: A Filippov’s theorem, some existence results and the compactness of solution sets of impulsive fractional order differential inclusions. Mediterr. J. Math. 9(3), 453–485 (2012)
Hendersona, J., Ouahab, A.: Fractional functional differential inclusions with finite delay. Nonlinear Anal. Theory Methods Appl. 70(5), 2091–2105 (2009)
Changa, Y.-K., Nieto, J.J.: Some new existence results for fractional differential inclusions with boundary conditions. Math. Comput. Model. 49(3–4), 605–609 (2009)
Ważewski, T.: On an optimal control problem. In: Differential Equations and Applications, Conference Proceedings Prague, vol. 1963, pp. 229–242 (1962)
Garrappa, R.: On some generalizations of the implicit Euler method for discontinuous fractional differential equation. Math. Comput. Simul. 95, 213–228 (2014)
Diethelm, K., Ford, N.J., Freed, A.D.: A predictor-corrector approach for the numerical solution of fractional differential equations. Nonlinear Dyn. 29(1), 3–22 (2002)
Cellina, A., Solimini, S.: Continuous extensions of selections. Bull. Polish Acad. Sci. Math. 35(9–10), 573–581 (1987)
Kastner-Maresch, A., Lempio, F.: Difference methods with selection strategies for differential inclusions. Numer. Funct. Anal. Optim. 14(5–6), 555–572 (1993)
Danca, M.-F.: On a class of discontinuous dynamical systems. Miskolc Math. Notes 2(2), 103–116 (2001)
Danca, M.-F.: Approach of a class of discontinuous systems of fractional order: existence of solutions. Int. J. Bifurcat. Chaos 21, 3273–3276 (2011)
Diethelm, K.: The Analysis of Fractional Differential Equations, vol. 2004 of Lecture Notes in Mathematics. Springer, Berlin (2010)
Cvitanović, P., Artuso, R., Mainieri, R., Tanner, G., Vattay, G.: Chaos: Classical and Quantum. Niels Bohr Institute, Copenhagen (2012)
Govorukhin, V.: Calculation Lyapunov Exponents for ODE. MATLAB Central File Exchange, file ID:4628 (2004)
Wolf, A., Swift, J.B., Swinney, H.L., Vastano, J.A.: Determining Lyapunov exponents from a time series. Phys. D 16, 285–317 (1985)
Garrappa, R.: Predictor-corrector PECE method for fractional differential equations. MATLAB Central File Exchange, file ID: 32918 (2012)
Diethelm, K., Ford, N.J.: Analysis of fractional differential equations. J. Math. Anal. Appl. 265(2), 229–248 (2002)
Aziz-Alaoui, M.A., Chen, G.: Asymptotic analysisof a new piece-wise-linear chaotic system. Int. J. Bifurc. Chaos 12(1), 147–157 (2002)
Shimizu, T., Morioka, N.: On the bifurcation of a symmetric limit cycle to an asymmetric one in a simple model. Phys. Lett. A 76, 201–204 (1980)
Yu, S., Tang, W.K.S., Lü, J., Chen, G.: Generation of \(nm\)-Wing Lorenz-Like attractors from a modified Shimizu–Morioka model. IEEE Trans. Circuits Syst. II Express Briefs 55(11), 1168–1172 (2008)
Danca, M.-F., Garrappa, R.: Suppressing chaos in discontinuous systems of fractional order by active control. App. Math. Comput. (2014). doi:10.1016/j.amc.2014.10.133
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Danca, MF. Lyapunov exponents of a class of piecewise continuous systems of fractional order. Nonlinear Dyn 81, 227–237 (2015). https://doi.org/10.1007/s11071-015-1984-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11071-015-1984-6