Takens' theorem in action for the Lorenz chaotic attractor
Автор: Francis Villatoro
Загружено: 2012-09-20
Просмотров: 38410
Movies from the supplementary info of the paper "Detecting Causality in Complex Ecosystems," authored by George Sugihara, Robert May, Hao Ye, Chih-hao Hsieh, Ethan Deyle, Michael Fogarty, and Stephan Munch. Published Online September 20 2012 in Science Express: http://dx.doi.org/10.1126/science.122...
Movie S1
This movie demonstrates the relationship between time series and dynamic attractors (manifolds, M).
Movie S2
This movie illustrates how Takens' Theorem (19) can be used to reconstruct a shadow manifold MX from a single time series, and illustrates the 1:1 mapping between M and MX.
Movie S3
This movie explains how convergent cross mapping (CCM) estimates states across variables.
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