Structure Optimization for multiple model control

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F11%3A43865505" target="_blank" >RIV/70883521:28140/11:43865505 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Structure Optimization for multiple model control
Original language description
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.
Czech name
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Czech description
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Project
<a href="/en/project/GP102%2F09%2FP243" target="_blank" >GP102/09/P243: Nonlinear System Predictive Control using Local Model Networks</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 19th IASTED International Conference on Applied Simulation and Modelling
ISBN
978-0-88986-884-7
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
1-7
Publisher name
ACTA Press
Place of publication
Calgary
Event location
Kréta
Event date
Jun 22, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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