Stochastic Search in Data-Based Modelling of Dynamic Systems
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; AbstractThis 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 dierent advantages for each of the problems considered. | Keywords: | Stochastic search; genetic algorithms; swarm intelligence; multiple models; |
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| Subjects: | Science & Engineering > Electronic Engineering |
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| ID Code: | 1978 |
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| Deposited By: | Professor John Ringwood |
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| Deposited On: | 08 Jun 2010 16:51 |
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| Journal or Publication Title: | Proceedings, the Irish Signals and Systems Conference ISSC 2004, Belfast |
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| Publisher: | IEE |
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| Refereed: | Yes |
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