Topological analysis and synthesis of chaotic time series

Abstract

We have developed a topological procedure for analyzing chaotic time series which identifies the stretching and squeezing mechanisms responsible for chaotic behavior in low-dimensional dynamical systems. These mechanisms, quantitatively described by a "template" or "knot-holder", can then be used to model the processes which generate the original chaotic data set. © 1992.