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Low-dimensional paradigms for high-dimensional hetero-chaos
Yoshitaka Saiki1, Miguel A F Sanjuán2, James A Yorke2
1Graduate School of Business Administration, Hitotsubashi University, Tokyo 186-8601, Japan.
Chaos (Woodbury, N.Y.)
|November 3, 2018
Summary
This study introduces "hetero-chaotic" attractors, where chaos varies across regions. Simplified models reveal insights into complex, high-dimensional dynamical systems.
Area of Science:
- Dynamical Systems
- Chaos Theory
- Nonlinear Dynamics
Background:
- Chaotic attractors exhibit heterogeneous dynamics, with varying instability across regions.
- Some regions may expand in more dimensions than others, leading to complex behavior.
- Periodic orbits with differing unstable dimensions can exist near any point on the attractor.
Purpose of the Study:
- To define and explore the concept of
Main Methods:
- Development of simplified mathematical models exhibiting hetero-chaotic behavior.
- Analysis of model dynamics to understand heterogeneity in chaotic systems.
Main Results:
- Demonstrated that simplified models can replicate hetero-chaotic dynamics.
- Provided a framework for understanding complex behavior in high-dimensional attractors.
Conclusions:
- Hetero-chaotic attractors are likely prevalent in physical systems with high-dimensional attractors.
- Simplified models offer valuable insights into real-world complex dynamical phenomena.
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