Design of two dimensional hyperchaotic system through optimization benchmark function

The hyperchaotic systems are essentially needed for various applications, especially multimedia encryption, watermarking and communications. However, existing chaotic systems have limited chaotic performance in terms of precise chaos measuring tools like bifurcation and attractor diagrams, Lyapunov...

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Published inChaos, solitons and fractals Vol. 167; p. 113032
Main Authors Erkan, Uğur, Toktas, Abdurrahim, Lai, Qiang
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.02.2023
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Abstract The hyperchaotic systems are essentially needed for various applications, especially multimedia encryption, watermarking and communications. However, existing chaotic systems have limited chaotic performance in terms of precise chaos measuring tools like bifurcation and attractor diagrams, Lyapunov exponent (LE), 0-1 test, correlation dimension (CD) and Kolmogorov entropy (KE). In this paper, a new hyperchaotic system so-called 2D Rosenbrock map is designed by exploiting the Rosenbrock function, which has perfect swinging characteristics in modular form. In order to manage the map, two control parameters are inserted to the Rosenbrock function. The proposed 2D Rosenbrock map is self-verified and also validated over a comparison with the recently reported results. The 2D Rosenbrock map has excellent ergodicity and diversity properties. Moreover, the 2D Rosenbrock map is implemented to multimedia encryption. The findings manifest that the designed 2D Rosenbrock map owns superior chaotic capability due to its reproduction and oscillation features. •A 2D hyperchaotic system using the Rosenbrock function is designed.•The Rosenbrock function is widely used for testing optimization algorithms.•Effectiveness of the 2D Rosenbrock map is verified via chaos measuring tools.•The 2D Rosenbrock map is also validated through a comprehensive comparison.•Practical capability the 2D Rosenbrock map is examined on image encryption.
AbstractList The hyperchaotic systems are essentially needed for various applications, especially multimedia encryption, watermarking and communications. However, existing chaotic systems have limited chaotic performance in terms of precise chaos measuring tools like bifurcation and attractor diagrams, Lyapunov exponent (LE), 0-1 test, correlation dimension (CD) and Kolmogorov entropy (KE). In this paper, a new hyperchaotic system so-called 2D Rosenbrock map is designed by exploiting the Rosenbrock function, which has perfect swinging characteristics in modular form. In order to manage the map, two control parameters are inserted to the Rosenbrock function. The proposed 2D Rosenbrock map is self-verified and also validated over a comparison with the recently reported results. The 2D Rosenbrock map has excellent ergodicity and diversity properties. Moreover, the 2D Rosenbrock map is implemented to multimedia encryption. The findings manifest that the designed 2D Rosenbrock map owns superior chaotic capability due to its reproduction and oscillation features. •A 2D hyperchaotic system using the Rosenbrock function is designed.•The Rosenbrock function is widely used for testing optimization algorithms.•Effectiveness of the 2D Rosenbrock map is verified via chaos measuring tools.•The 2D Rosenbrock map is also validated through a comprehensive comparison.•Practical capability the 2D Rosenbrock map is examined on image encryption.
ArticleNumber 113032
Author Lai, Qiang
Erkan, Uğur
Toktas, Abdurrahim
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  givenname: Uğur
  surname: Erkan
  fullname: Erkan, Uğur
  email: ugurerkan@kmu.edu.tr
  organization: Department of Computer Engineering, Faculty of Engineering, Karamanoglu Mehmetbey University, 70200 Karaman, Turkey
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  givenname: Abdurrahim
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  givenname: Qiang
  surname: Lai
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  email: laiqiang87@126.com
  organization: School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang 330013, China
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Chaotic system
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Rosenbrock function
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Snippet The hyperchaotic systems are essentially needed for various applications, especially multimedia encryption, watermarking and communications. However, existing...
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SubjectTerms Chaotic system
Image encryption
Nonlinear system
Rosenbrock function
Title Design of two dimensional hyperchaotic system through optimization benchmark function
URI https://dx.doi.org/10.1016/j.chaos.2022.113032
Volume 167
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