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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;

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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;
Subjects: Science & 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:

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