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Автор R. Huerta
Автор C. Santa Cruz
Автор J. R. Dorronsoro
Автор V. López
Дата выпуска 1995-01-01
dc.description A technique for local state-space reconstruction is proposed. It is based on the local scalar product of flow vectors coming from a state-space reconstruction of a scalar time series. This technique leads to a set of dimensions in which the regions of the system are well embedded. It is particularly useful for detecting those regions of a high-dimensional system that can be modelled with a low-dimensional system. The simplicity and the effectiveness of the method is shown in the Lorentz attractor and the Mackey-Glass system.
Формат application.pdf
Издатель Institute of Physics Publishing
Название Local State-Space Reconstruction Using Averaged Scalar Products of the Dynamical-System Flow Vectors
Тип lett
DOI 10.1209/0295-5075/29/1/003
Electronic ISSN 1286-4854
Print ISSN 0295-5075
Журнал EPL (Europhysics Letters)
Том 29
Первая страница 13
Последняя страница 18
Аффилиация R. Huerta; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain
Аффилиация C. Santa Cruz; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain
Аффилиация J. R. Dorronsoro; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain
Аффилиация V. López; Instituto de Ingeniería del Conocimiento (IIC), Universidad Autónoma de Madrid Cantoblanco, C-XVI, 28049 Madrid, Spain
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