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Structure optimization for multiple model control

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dc.title Structure optimization for multiple model control en
dc.contributor.author Novák, Jakub
dc.contributor.author Chalupa, Petr
dc.contributor.author Bobál, Vladimír
dc.relation.ispartof Proceedings of the IASTED International Conference on Applied Simulation and Modelling, ASM 2011
dc.identifier.isbn 9780889868939
dc.date.issued 2011
dc.citation.spage 271
dc.citation.epage 277
dc.event.title IASTED International Conference on Applied Simulation and Modelling, ASM 2011
dc.event.location Crete
utb.event.state-en Greece
utb.event.state-cs Řecko
dc.event.sdate 2011-06-22
dc.event.edate 2011-06-24
dc.type conferenceObject
dc.language.iso en
dc.identifier.doi 10.2316/P.2011.715-085
dc.subject Modelling en
dc.subject Multiple models en
dc.subject Optimization en
dc.description.abstract This paper deals with structure optimization of the network of linear local models. The proposed technique assumes initial equidistant partition of the operating space. The structure of the model is then optimised through iterative algorithm that includes merging similar local models. The merging condition is based on the computation of Mean Squared Error and similarity of the local models in closed loop given by the gap metric. The approach is illustrated by a simulation study of a pH neutralization process. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004827
utb.identifier.obdid 43865517
utb.identifier.scopus 2-s2.0-84883631679
utb.source d-scopus
dc.date.accessioned 2015-06-04T12:55:37Z
dc.date.available 2015-06-04T12:55:37Z
dc.description.sponsorship 102/09/P243, Ministry of Education of the Czech Republic
utb.contributor.internalauthor Novák, Jakub
utb.contributor.internalauthor Chalupa, Petr
utb.contributor.internalauthor Bobál, Vladimír
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