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    Stochastic Search in Data-Based Modelling of Dynamic Systems


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    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;
    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
    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

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