Control and synchronization of spatially extended chaotic systems

When studying coupled dynamical systems, it often happens that if the coupling is strong enough and adequately chosen the different units forming the whole system get into synchronized motion. Synchronization is seen as a universal feature of coupled dynamical systems and it is currently subject to many studies.

The first scientific account of the synchronized motion is due to the Dutch scientist Christiaan Huyghens. In 1665, the physicist lay ill in bed, watching the motions of two pendulum clocks he had built.
To his surprise, he detected an “odd kind of sympathy” between the clocks: regardless of their initial state, the two pendulums soon adopted the same rhythm, one moving left as the other swung right.
Elated, Huygens announced his finding at a special session of the Royal Society of London, attributing this synchrony to tiny forces transmitted between the clocks by the wooden beam from which they were suspended.
In the 1960s, Arthur Winfree, a theoretical biologist, began to study coupled oscillators occurring in Biological systems. Since then the interest in the study of synchronization has not decayed.
image not available

I am interested in the synchronization features observed in the case of spatially extended dynamical systems (i.e. modelled by partial differential equations). For this project I often collaborate with Dr. Stefano Boccaletti. Current interests lay in the analysis of synchronization in complex networks.

Asymmetric coupling of dynamical systems

The coupling of two identical chaotic systems can lead to very interesting and surprising phenomena. One of which is called chaos suppression. It can be detected by monitoring the maximum Lyapunov exponent of the coupled system. It is illustrated in the figures below for the particular case of two coupled chaotic Lotka-Volterra systems (Prey-Predator system). More details of this study can be found in this publication of Chaos 17(4), (2007).

Lotka
zoom1
Map of Maximum Lyapunov exponent of two coupled chaotic Lotka-Volterra systems (Prey-Predator). The coupling strength ε (vertical axe) and the asymmetry θ (horizontal axe) are the important parameters. Zoom of the area marked in green in the left figure showing intricate interlaced chaotic and periodic regions.

Here are some movies to examplify the dynamics (Click on the image to get the animation)

θ=0; ε=0

θ=0; ε=0.06

θ=0.1; ε=0.1

lotka_0
lotkap06 lotka_p1
The two sub-systems are uncoupled and the dynamics is chaotic. The coupling is such that the chaotic dynamics is destroyed. The coupled system is periodic. The two sub-systems are completely synchronized. However the overall dynamics is chaotic.