Phys. Rev. E 71, 015203(R) (2005) [4 pages]Additive nonparametric reconstruction of dynamical systems from time series
We present a nonparametric way to retrieve an additive system of differential equations in embedding space from a single time series. These equations can be treated with dynamical systems theory and allow for long-term predictions. We apply our method to a modified chaotic Chua oscillator in order to demonstrate its potential. © 2005 The American Physical Society URL:
http://link.aps.org/doi/10.1103/PhysRevE.71.015203
DOI:
10.1103/PhysRevE.71.015203
PACS:
05.45.Tp, 47.52.+j
|
|
About | Terms and Conditions | Subscriptions | Search | Help
Use of the American Physical Society websites and journals implies that the user has read and agrees to our Terms and Conditions and any applicable Subscription Agreement. Physical Review®, Physical Review Letters®, Reviews of Modern Physics®, and Physical Review Special Topics® are trademarks of the American Physical Society.