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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;
    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:

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