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On chaos and projective synchronization of a fractional difference map with no equilibria using a fuzzy-based state feedback control

  • Ernesto Zambrano-Serrano
  • , Stelios Bekiros
  • , Miguel A. Platas-Garza
  • , Cornelio Posadas-Castillo
  • , Praveen Agarwal
  • , Hadi Jahanshahi
  • , Ayman A. Aly
  • Universidad Autonoma de Nuevo Leon
  • University of Malta
  • European University Institute, San Domenico di Fiesole
  • International College of Engineering
  • International Center for Basic and Applied Sciences
  • University of Manitoba
  • Taif University

Research output: Contribution to journalArticlepeer-review

35 Scopus citations

Abstract

In this paper, by considering the Caputo-like delta difference definition, a fractional difference order map with chaotic dynamics and with no equilibria is proposed. The complex dynamical behaviors associated with fractional difference order maps are analyzed employing the phase portraits, bifurcations diagrams, and Lyapunov exponents. The complexity of the sequence generated by the chaotic difference map is studied using the permutation entropy approach. Afterwards, projective synchronization of the systems is investigated. Fuzzy logic engines as intelligent schemes are strong tools for control of various systems. However, studies that apply fuzzy logic engines for control of fractional-order discrete-time systems are rare. Hence, in the current study, by taking advantages of fuzzy systems, a new controller is proposed for the fractional-order discrete-time map. The fuzzy logic engine is implemented in order to enhance the performance and agility of the proposed control technique. The stability of the closed-loop systems and asymptotic convergence of the projective synchronization error based on the proposed control scheme are proven. Finally, numerical simulations which clearly confirm that the offered control technique is able to push the states of the fractional-order discrete-time system to the desired value in a short period of time are presented.

Original languageEnglish
Article number126100
JournalPhysica A: Statistical Mechanics and its Applications
Volume578
DOIs
StatePublished - 15 Sep 2021

Keywords

  • Chaotic map
  • Fractional difference order
  • Fractional-order
  • Permutation entropy
  • Synchronization

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