Physical Review Letters · 1990 · 157 citations · 19 references
Natural SciencesMathematicsDynamical SystemsNumber TheoryTime Series AnalysisChaos TheoryNonlinear DynamicsPeriodic OrbitsTime Series ClassificationAttractor DynamicsAttractorsChaos In Dynamical SystemsChaotic AttractorsChaotic DynamicsChaotic Time Series AnalysisStrange Attractors
We show how to characterize a strange attractor by a set of integers. These are extracted from the chaotic time-series data by first reconstructing the low-period orbits and then determining the template, or knot holder, which supports all periodic orbits embedded in the strange attractor, and the strange attractor itself. The template is identified by a set of integers which therefore characterize the strange attractor. This identification is explicitly demonstrated for the Pirogon using a relatively small data set (5000 points).
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Differentiable dynamical systems
Stephen T. Smale · Bulletin of the American Mathematical Society · 1967 · 3K citations · Full text