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
Author details: | Markus AbelORCiDGND, Karsten Ahnert, R. Kurths, S. Mandelj |
---|---|
ISSN: | 1063-651X |
Publication type: | Article |
Language: | English |
Year of first publication: | 2005 |
Publication year: | 2005 |
Release date: | 2017/03/24 |
Source: | Physical Review E. - ISSN 1063-651X. - 71 (2005), 1, S. 4 |
Organizational units: | Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik und Astronomie |
Peer review: | Referiert |
Institution name at the time of the publication: | Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik |