Založeno v roce 2005 s podporou MŠMT ČR (projekt 1M0572)

Přednášky

Dynamic Systems Identification with Gaussian Process Models

Přednášející:
Kocijan J.
Od:
Oct. 27 2009 2:00PM
Do:
Oct. 27 2009 4:00PM
Místo:
místnost č. 474, ÚTIA AV ČR
Popis:
Different models can be used for nonlinear dynamic
systems identification and the Gaussian process model is a
relatively new option with several interesting features:
model predictions contain the measure of confidence, the
model has a small number of training parameters and
facilitated structure determination, an different
possibilities of including prior knowledge exist.
In the presentation a basic principle of modeling with
Gaussian process models will be given and a case study of
dynamic system identification presented.
 
Copyright 2005 DAR XHTML CSS