A flexible chaotic system with adjustable amplitude, largest Lyapunov exponent, and local Kaplan-Yorke dimension and its usage in engineering applications

被引:25
作者
Chen, Heng [1 ,2 ]
Bayani, Atiyeh [3 ]
Akgul, Akif [4 ]
Jafari, Mohammad-Ali [5 ,6 ]
Viet-Thanh Pham [7 ]
Wang, Xiong [5 ]
Jafari, Sajad [3 ]
机构
[1] Xijing Univ, Sch Sci, Res & Dev Ctr Intelligent Control Technol, Xian 710123, Shaanxi, Peoples R China
[2] Xijing Univ, Sch Sci, Shaanxi Engn Res Ctr Controllable Neutron Source, Xian 710123, Shaanxi, Peoples R China
[3] Amirkabir Univ Technol, Biomed Engn Dept, Tehran 158754413, Iran
[4] Sakarya Univ, Fac Technol, Dept Elect & Elect Engn, Adapazari, Turkey
[5] Shenzhen Univ, Inst Adv Study, Shenzhen 518060, Guangdong, Peoples R China
[6] Qazvin Islamic Azad Univ, Biomed Engn Dept, Qazvin, Iran
[7] Hanoi Univ Sci & Technol, Sch Elect & Telecommun, 01 Dai Co Viet, Hanoi, Vietnam
基金
美国国家科学基金会;
关键词
Chaos; Total amplitude control; Largest Lyapunov exponent; Local Kaplan-Yorke dimension; Chaotic random number generator; HIDDEN ATTRACTOR; FLOWS; MULTISTABILITY; OSCILLATOR; DYNAMICS; ORDER;
D O I
10.1007/s11071-018-4162-9
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Designing and analyzing new chaotic systems with desired properties has gotten much interest recently. Through applying modification in a recent rare chaotic flow which has adjustable Kaplan-Yorke dimension, a flexible chaotic system is introduced in this work. In the mentioned modification, two parameters are added which can control amplitude of the attractor and largest Lyapunov exponent. Statistical and dynamical properties of such system could be discovered by applying stability analysis, estimating Lyapunov exponents, local Kaplan-Yorke dimension, and plots of state space. Interestingly, this system is in group of systems which have coexisting attractors, so it is a multistable chaotic system. By considering a practical application of this rare system, meaningful relation between the value of local Kaplan-Yorke dimension and the ability of the system as a random number generator can be seen in statistical tests.
引用
收藏
页码:1791 / 1800
页数:10
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