RELATION BETWEEN FRACTAL DIMENSION AND SPATIAL CORRELATION LENGTH FOREXTENSIVE CHAOS

Citation
Da. Egolf et Hs. Greenside, RELATION BETWEEN FRACTAL DIMENSION AND SPATIAL CORRELATION LENGTH FOREXTENSIVE CHAOS, Nature, 369(6476), 1994, pp. 129-131
Citations number
23
Categorie Soggetti
Multidisciplinary Sciences
Journal title
NatureACNP
ISSN journal
00280836
Volume
369
Issue
6476
Year of publication
1994
Pages
129 - 131
Database
ISI
SICI code
0028-0836(1994)369:6476<129:RBFDAS>2.0.ZU;2-K
Abstract
SUSTAINED nonequilibrium systems can be characterized by a fractal dim ension D greater than or equal to 0, which can be considered to be a m easure of the number of independent degrees of freedom(1). The dimensi on D is usually estimated from time series' but the available algorith ms are unreliable and difficult to apply when D is larger than about 5 (refs 3, 4). Recent advances in experimental technique(5-8) and in pa rallel computing have now made possible the study of big systems with large fractal dimensions, raising new questions about what physical pr operties determine D and whether these physical properties can be used in place of time-series to estimate large fractal dimensions. Numeric al simulations(9-11) suggest that sufficiently large homogeneous syste ms will generally be extensively chaotic(12), which means that D incre ases linearly with the system volume V. Here we test an hypothesis tha t follows from this observation: that the fractal dimension of extensi ve chaos is determined by the average spatial disorder as measured by the spatial correlation length xi associated with the equal-time two-p oint correlation function-a measure of the correlations between differ ent regions of the system. We find that the hypothesis fails for a rep resentative spatiotemporal chaotic system. Thus, if there is a length scale that characterizes homogeneous extensive chaos, it is not the ch aracteristic length scale of spatial disorder.