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Sample-based approach can outperform the classical dynamical analysis - experimental confirmation of the basin
P Brzeski1,2,3, J Wojewoda1, T Kapitaniak1
1Division of Dynamics, Lodz University of Technology, 90-924, Lodz, Poland.
This study experimentally confirms the basin stability approach for analyzing complex dynamical systems. This sample-based method offers a reliable, simpler alternative to classical analysis, even without precise parameter knowledge.
Area of Science:
- Complex Systems Analysis
- Dynamical Systems Theory
- Experimental Physics
Background:
- Complex dynamical systems often pose challenges for traditional analysis methods.
- Sample-based approaches offer alternative methodologies for system investigation.
- Basin stability is a sample-based method for analyzing multidimensional dynamical systems.
Purpose of the Study:
- To provide the first broad experimental confirmation of the basin stability approach.
- To demonstrate the reliability and advantages of basin stability for dynamical system analysis.
- To compare the efficacy of basin stability with classical analysis methods.
Main Methods:
- Theoretical and experimental investigation of a forced double pendulum system.
- Examination of stability ranges across a two-parameter space (amplitude and frequency).
- Application of path-following and extended basin stability methods (Brzeski et al., 2016).
Main Results:
- Experimental validation of the basin stability approach.
- Demonstration of comparable precision to classical analysis methods.
- Identification of significant advantages, including ease of application and parameter independence.
Conclusions:
- The basin stability approach is a reliable and advantageous tool for analyzing complex dynamical systems.
- This method simplifies analysis and expands applicability where classical methods are difficult.
- Basin stability offers unique benefits, such as requiring less precise parameter knowledge.
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