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;
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 dierent advantages for each of the problems considered.
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