N. Nakagawa et Y. Kuramoto, FROM COLLECTIVE OSCILLATIONS TO COLLECTIVE CHAOS IN A GLOBALLY COUPLED OSCILLATOR SYSTEM, Physica. D, 75(1-3), 1994, pp. 74-80
Various types of collective behaviors are discovered in globally coupl
ed Ginzburg-Landau oscillators. When the coupling is sufficiently weak
, the oscillators are either in complete synchrony or their phases are
scattered completely randomly. For finite coupling, new collective be
haviors emerge such as splitting of the population into a small number
of clusters or their fusion into a continuous stringlike distribution
in the phase plane. Low-dimensional chaotic dynamics arises from the
coupled motion of 3 point-clusters. Chaotic motion is also exhibited b
y fused clusters which is of extremely high dimension possibly proport
ional to the system size as is implied from its Lyapunov analysis. In
the latter type of chaos, the motion of the string is in some cases ch
aracterized by repeated stretching-and-foldings. It is argued how this
kind of coherent behavior seen on a collective level does not contrad
ict the high dimensionality of the corresponding chaotic attractor.