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Strong desynchronizing effects of weak noise in globally coupled systems
1Department of Physics, Graduate School of Sciences, Kyoto University, Kyoto 606-8502, Japan.
Summary
Weak noise can cause anomalous dispersion in synchronized dynamical systems. This study reveals multiscaling properties in the cloud dimensions of these systems, offering insights into stochastic processes and universality.
Area of Science:
- Dynamical systems theory
- Nonlinear dynamics
- Statistical physics
Background:
- Globally coupled dynamical units can synchronize, forming a cloud in phase space.
- Weak independent noise can perturb these units, leading to complex behaviors.
- Nonperiodic noise-free dynamics are crucial for observing specific phenomena.
Purpose of the Study:
- To investigate anomalous dispersion in synchronized dynamical systems under weak noise.
- To analyze the multiscaling properties of the synchronized cloud's linear dimension.
- To interpret the observed behavior using stochastic processes.
Main Methods:
- Numerical simulations of globally coupled dynamical units.
- Analysis of moments of the cloud's linear dimension as a function of noise strength.
- Modeling the phenomenon using a multiplicative stochastic process with small additive noise.
Main Results:
- Weak noise induces anomalous dispersion in the synchronized cloud.
- Multiscaling behavior is observed in the cloud's linear dimension with parameter-dependent exponents.
- The phenomenon can be explained by a multiplicative stochastic process.
Conclusions:
- Anomalous dispersion and multiscaling are key features in synchronized nonperiodic dynamical systems with weak noise.
- The findings provide a framework for understanding complex behaviors in such systems.
- The universality of this phenomenon is suggested, with implications for various scientific fields.