Share and Export
Share and Export
Butler, Shane and Ringwood, John (2004) Stochastic Search in Data-Based Modelling of Dynamic Systems. Proceedings, the Irish Signals and Systems Conference ISSC 2004, Belfast. ISSN 0537-9989;
![[thumbnail of JR_C90Shane.pdf]](https://mural.maynoothuniversity.ie/style/images/fileicons/application_pdf.png "JR_C90Shane.pdf")
PDF
JR_C90Shane.pdf
Available under License Creative Commons Attribution Non-commercial Share Alike.
Download (196kB)
Abstract
This paper examines the application of stochastic search techniques for the solution of two typical problems in mod-
elling nonlinear systems using a multi-modelling approach: interpolation function determination and linear model structure determination. Two candidate stochastic search techniques are employed, genetic algorithms and swarm intelligence, which show di�erent advantages for each of the problems considered.
| Item Type: | Article |
|---|---|
| Keywords: | Stochastic search; genetic algorithms; swarm intelligence; multiple models; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering |
| Item ID: | 1978 |
| Depositing User: | Professor John Ringwood |
| Date Deposited: | 08 Jun 2010 15:51 |
| Journal or Publication Title: | Proceedings, the Irish Signals and Systems Conference ISSC 2004, Belfast |
| Publisher: | IEE |
| Refereed: | Yes |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/1978 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
Repository Staff Only (login required)
- Item control page
Downloads
Downloads per month over past year
