Gaussian process approach for modelling of nonlinear systems

Parametric modelling principals such as neural networks, fuzzy models and multiple model techniques have been proposed for modelling of nonlinear systems. Research effort has focused on issues such as the selection of the structure, constructive learning techniques, computational issues, the curse o...

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Veröffentlicht in:	Engineering applications of artificial intelligence 2009-06, Vol.22 (4), p.522-533
Hauptverfasser:	Gregorčič, Gregor, Lightbody, Gordon
Format:	Artikel
Sprache:	eng
Schlagworte:	Gaussian processes Hydraulic positioning system Input space dimension Neural networks Nonlinear system identification
Online-Zugang:	Volltext
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