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Modeling and complexity analysis of a fractional-order memristor conservative chaotic system

Xiangxin Leng, Limeng Zhang, Chenkai Zhang, Baoxiang Du

2023Physica Scripta18 citationsDOIOpen Access PDF

Abstract

Abstract Memristors are often utilized in circuit model analysis as one of the fundamental circuit components. In this paper, a five-dimensional conservative memristor chaotic system is built after the introduction of the memristor into a four-dimensional conservative chaotic system. The dynamic changes of the system are examined using phase diagram, mean value, and Lyapunov exponent spectrum. A line equilibrium point, symmetry and multi-stability are characteristics of the system; the phase trajectory can also produce shrinking and structure transformation behavior with the change of parameters. Furthermore, the system has initial offset boosting behaviors, conservative flows of it can be altered in position by changing two initial values, respectively. Most notably, we discover that the complexity of the system rises with the inclusion of memristor and again with the addition of fractional differential operators. It is shown that the complexity of chaotic systems may increase with the addition of memristors and fractional-order differential operators. At last, the NIST is used to test the randomness of the sequence, and the system's physical realizability is confirmed by the DSP platform.

Topics & Concepts

MemristorLyapunov exponentChaoticAttractorControl theory (sociology)Computer scienceSynchronization of chaosRandomnessMathematicsEquilibrium pointDifferential equationMathematical analysisPhysicsQuantum mechanicsStatisticsArtificial intelligenceControl (management)Advanced Memory and Neural Computingstochastic dynamics and bifurcationNeural Networks Stability and Synchronization
Modeling and complexity analysis of a fractional-order memristor conservative chaotic system | Litcius