Validity of Threshold-Crossing Analysis of Symbolic Dynamics from Chaotic Time Series

Erik M. Bollt, Theodore Stanford, Ying-Cheng Lai, Karol Życzkowski
2000 Physical Review Letters  
A practical and popular technique to extract the symbolic dynamics from experimentally measured chaotic time series is the threshold-crossing method, by which an arbitrary partition is utilized for determining the symbols. We address to what extent the symbolic dynamics so obtained can faithfully represent the phase-space dynamics. Our principal result is that such practice leads to a severe misrepresentation of the dynamical system. The measured topological entropy is a Devil's staircase-like,
more » ... but surprisingly nonmonotone, function of a parameter characterizing the amount of misplacement of the partition.
doi:10.1103/physrevlett.85.3524 pmid:11030937 fatcat:wybjh6rcobdxjo3uz7jn4o67xe