Deconstructing spatiotemporal chaos using local symbolic dynamics

Phys Rev Lett. 2007 Nov 23;99(21):214101. doi: 10.1103/PhysRevLett.99.214101. Epub 2007 Nov 19.

Abstract

We find that the global symbolic dynamics of a diffusively coupled map lattice is well approximated by a very small local model for weak to moderate coupling strengths. A local symbolic model is a truncation of the full symbolic model to one that considers only a single element and a few neighbors. Using interval analysis, we give rigorous results for a range of coupling strengths and different local model widths. Examples are presented of extracting a local symbolic model from data and of controlling spatiotemporal chaos.