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Offset-Dominated Uncountably Many Hyperchaotic Oscillations

Xin Zhang, Chunbiao Li, Ludovico Minati, Guanrong Chen, Zuohua Liu

2024IEEE Transactions on Industrial Informatics45 citationsDOI

Abstract

Memristors have been extensively studied in the field of nonlinear dynamics. However, the dynamic regulation mechanism of memristor-induced hyperchaotic oscillation has not been focused. In this article, a 5-D memristive hyperchaotic oscillator with amplitude control and uncountably many attractors reflecting the arbitrary relocation of the dynamics is constructed and analyzed. In this system, one parameter embedded in the memristor is responsible for partial amplitude control. An independent constant is applied for offset boosting with two system variables. Also, variable boosting can be achieved by varying the initial values, indicating that the system has homogenous multistability, which is shown to have uncountably many continuously distributed attractors. This memristive system provides the first example with uncountably many coexisting hyperchaotic attractors without any periodic function involved. Circuit implementation verifies the theoretical analysis and numerical simulations. A manganese electrolysis experiment was proposed to verify the unique advantage of offset-controllable hyperchaotic current in industrial electrolysis.

Topics & Concepts

MultistabilityAttractorMemristorControl theory (sociology)Nonlinear systemOffset (computer science)Boosting (machine learning)Computer sciencePhysicsTopology (electrical circuits)MathematicsMathematical analysisControl (management)Artificial intelligenceProgramming languageCombinatoricsQuantum mechanicsAdvanced Memory and Neural ComputingNeural Networks and Reservoir ComputingNeural dynamics and brain function
Offset-Dominated Uncountably Many Hyperchaotic Oscillations | Litcius