Identification of nonlinear dynamic systems by combining equilibrium and off-equilibrium information

W.E. Leithead, Science Foundation Ireland grant 00/P.1/C06 (Funder), EPSRC grant GR/M76379. (Funder)

Research output: Contribution to conferencePaper

Abstract

An identification methodology for nonlinear dynamic systems using Gaussian process prior models is presented. It combines equilibrium and off-equilibrium information. The advantages of so doing are highlighted.
Original languageEnglish
Pages6
DOIs
Publication statusPublished - 27 Jun 2006
EventICIECA 2005. International Conference on Industrial Electronics and Control Applications, 2005. - Ecuador
Duration: 2 Jan 2005 → …

Conference

ConferenceICIECA 2005. International Conference on Industrial Electronics and Control Applications, 2005.
CityEcuador
Period2/01/05 → …

Keywords

  • neural networks
  • nonlinear dynamical systems
  • noise measurement
  • bayesian methods

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