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Diverting homoclinic chaos in a class of piecewise smooth oscillators to stable periodic orbits using small parametrical perturbations

Huaqing Li*, Xiaofeng Liao, Junjian Huang, Guo Chen, Zhaoyang Dong, Tingwen Huang

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This paper investigates the mechanisms of small parametrical perturbations in controlling chaos in a class of non-autonomous piecewise smooth oscillators, which describe a large class of nonlinear dynamical systems in the real world. The analytical expressions of two homoclinic orbits of unperturbed piecewise smooth oscillators, which connect the same hyperbolic saddle point are solved analytically. Firstly, when there are no small parametrical perturbations, by using Melnikov's approach, it is rigorously proven that the homoclinic chaos in the Smale horseshoes sense exists when the system's parameters are selected above the threshold for chaos occurrence. Secondly, under the small parametrical perturbations, by using Melnikov's approach, a sufficient criterion is derived, serving as designing the parameters of the control signal, i.e., amplitude and phase position. In the process of computing Melnikov's functions, it is found that the expressions of Melnikov's functions could not be solved analytically because the homoclinic orbits are highly complicated. To this end, a numerical algorithm is proposed. Numerical simulations are presented to verify the theoretical results. The results of this paper can be used to explore the underlying chaotic behaviors of the inertial neural network model. © 2014 Elsevier B.V.
Original languageEnglish
Pages (from-to)1587-1595
JournalNeurocomputing
Volume149
Issue numberPC
DOIs
Publication statusPublished - 3 Feb 2015
Externally publishedYes

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

Research Keywords

  • Chaos control
  • Fractional-order deflection
  • Homoclinic chaos
  • Melnikov's approach
  • Sinusoidal control signal
  • Small parametrical perturbations

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