Abstract
In this paper, the stable trajectory of Logistic Map has been investigated by canonical duality theory from the perspective of global optimization. Numerical result of our method shows that it totally differs from traditional chaotic solution solved by Euler method. In addition, we have applied our method to three well-known standard benchmarks in global optimization. Numerical simulations are given to illustrate the effectiveness of the main results.
Similar content being viewed by others
References
Lorenz, E.N.: Deterministic non-periodic flow. J. Atmos. Sci. 20, 130–141 (1963)
Rodriguez-Vazquez, A.B., Huertas, J.L., Chua, L.O.: Chaos in switched-capacitor circuit. IEEE Trans. Circuits Syst. 32(10), 1083–1085 (1985)
Kyrtsou, C., Labys, W.: Evidence for chaotic dependence between US inflation and commodity prices. J. Macroecon. 28(1), 256–266 (2006)
Vano, J.A., Wildenberg, J.C., Andersonv, M.B., Noel JKand Sprott, J.C.: Chaos in low-dimensional Lotka–Volterra models of competition. Nonlinearity 19(10), 2391 (2006)
Grebogi, C., McDonald, S.W., Ott, E., Yorke, J.A.: Final state sensitivity: an obstruction to predictability. Phys. Lett. A 393, 415–418 (1983)
Moon, F.C., Li, G.-X.: Fractal basin boundaries and homoclinic orbits for periodic motion in a two-Well potential. Phys. Rev. Lett. 55, 1439–1442 (1985)
Higham, N.J.: Accuracy and Stability of Numerical Algorithms. SIAM, Bangkok (1996)
Wang, L.G., Zhang, X.J., Xu, D.G., Huang, W.: Study of differential control method for solving chaotic solutions of nonlinear dynamic system. Nonlinear Dyn. 67(4), 2821–2833 (2012)
Olson, C.C., Nichols, J.M., Virgin, L.N.: Parameter estimation for chaotic systems using a geometric approach: theory and experiment. Nonlinear Dyn. 70(1), 381–391 (2012)
Ho, W.H., Chou, J.H., Guo, C.Y.: Parameter identification of chaotic systems using improved differential evolution algorithm. Nonlinear Dyn. 61, 29–41 (2010)
Yuan, L.G., Yang, Q., Zeng, C.: Chaos detection and parameter identification in fractional-order chaotic systems with delay. Nonlinear Dyn. doi:10.1007/s11071-013-0799-6
Neuberger, J.W., Renka, R.J.: Least squares and chaotic behavior in initial value problems. J. Nonlinear Anal. Convexity 6, 65–70 (2005)
Hussain, I., Shah, T., Gondal, M.A., Mahmood, H.: An efficient approach for the construction of LFT S-boxes using chaotic logistic map. Nonlinear Dyn. 71(1), 133–140 (2013)
Jiang, H.: Directly adaptive fuzzy control of discrete-time chaotic systems by least squares algorithm with dead-zone. Nonlinear Dyn. 62(3), 553–559 (2010)
Gao, D.Y., Strang, G.: Geometric nonlinearity: potential energy, complementary energy, and the gap function. Q. Appl. Math. 47(3), 487–504 (1989)
Gao, D.Y., Wu, C.Z.: On the triality theory for a quartic polynomial optimization problem. J. Ind. Manag. Optim. 8(1), 229–242 (2012)
Gao, D.Y., Yu, H.: Multi-scale modelling and canonical dual finite element method in phase transitions of solids. Int. J. Solids Struct. 45, 3660–3673 (2008)
Zhang, J., Gao, D.Y., Yearwood, J.: A novel canonical dual computational approach for prion agaaaaga amyloid fibril molecular modeling. J. Theor. Biol. 284, 149–157 (2011)
Zhu, C., Byrd, R.H., Nocedal, J.: L-BFGS-B: Algorithm 778: L-BFGS-B, FORTRAN routines for large scale bound constrained optimization. ACM Trans. Math. Softw. 23(4), 550–560 (1997)
Kok, S., Sandrock, C.: Locating and characterizing the stationary points of the extended Rosenbrock function. Evolut. Comput. 17(3), 437–453 (2009)
Wu, C.Z., Li, C.J., Gao, D.Y.: Canonical primal-dual method for solving non-convex minimization problems. http://arxiv.org/abs/1212.6492 (2012)
Acknowledgments
This research is supported by Australia Government grant through the Collaborative Research Network(CRN) to the University of Ballarat.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, C., Zhou, X. & Gao, D.Y. Stable trajectory of logistic map. Nonlinear Dyn 78, 209–217 (2014). https://doi.org/10.1007/s11071-014-1433-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11071-014-1433-y