Title :
The theory and method of symbolic time series
Author :
Li, Bi-qiong ; Chen, Ding-fang ; Zhang, Y.U. ; Li, YueLin
Author_Institution :
Dept. of auto-machine, ChangSha Commun. Coll., China
Abstract :
Introduces the theory of symbolic time series, namely unimodal maps and kneading theory, and describes how three dimensional systems that possess a chaotic attractor can be reduced to a one-dimensional unimodal map. It describes the basic process of data symbolization.
Keywords :
bifurcation; chaos; data analysis; differential equations; time series; bifurcation; chaotic attractor; data symbolization; kneading theory; one-dimensional map; symbolic time series; three dimensional systems; unimodal maps; Bifurcation; Chaotic communication; Communication system control; Control systems; Educational institutions; Extraterrestrial measurements; Large-scale systems; Manufacturing processes; Noise measurement; Time measurement;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1175430
