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Multiobjective Tuning of Robust GPC Controllers using Evolutionary Algorithms

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Multiobjective Tuning of Robust GPC Controllers using Evolutionary Algorithms

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dc.contributor.author Herrero Durá, Juan Manuel es_ES
dc.contributor.author Blasco, Xavier es_ES
dc.contributor.author Martínez Iranzo, Miguel Andrés es_ES
dc.contributor.author Sanchís Saez, Javier es_ES
dc.date.accessioned 2018-11-21T09:30:33Z
dc.date.available 2018-11-21T09:30:33Z
dc.date.issued 2009-10
dc.identifier.isbn 978-989-674-014-6 es_ES
dc.identifier.uri http://hdl.handle.net/10251/112860
dc.description.abstract [EN] In this article a procedure to tune robust Generalized Predictive Controllers (GPC) is presented. To tune the controller parameters a multiobjective optimization problem is formulated so the designer can consider conflicting objectives simultaneously without establishing any prior preference. Moreover model uncertainty, represented by a list of possible models, is considered. The multiobjective problem is solved with a specifc Evolutionary Algorithm (ev-MOGA). Finally, an application to a non-linear thermal process is presented to illustrate the technique. es_ES
dc.description.sponsorship Partially funded by GVPRE/2008/326 and DPI2008-02133/DPI.
dc.format.extent 6
dc.language Inglés
dc.publisher Institute for Systems and Technologies of Information, Control and Communication es_ES
dc.relation GV/GVPRE/2008/326
dc.relation GV/DPI2008-02133/DPI.
dc.relation.ispartof Proceedings of the International Joint Conference on Computational Intelligence
dc.rights Reserva de todos los derechos
dc.subject Multiobjective optimization es_ES
dc.subject Evolutionary algorithms es_ES
dc.subject Predictive control es_ES
dc.title Multiobjective Tuning of Robust GPC Controllers using Evolutionary Algorithms es_ES
dc.type Comunicación en congreso es_ES
dc.type Capítulo de libro
dc.identifier.doi 10.5220/0002269102630268 es_ES
dc.rights.accessRights Abierto
dc.description.bibliographicCitation Herrero Durá, JM.; Blasco, X.; Martínez Iranzo, MA.; Sanchís Saez, J. (2009). Multiobjective Tuning of Robust GPC Controllers using Evolutionary Algorithms. Institute for Systems and Technologies of Information, Control and Communication. 263-268. doi:10.5220/0002269102630268 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename International Joint Conference on Computational Intelligence (IJCCI) es_ES
dc.relation.conferencedate October 5-7, 2009 es_ES
dc.relation.conferenceplace Madeira, Portugal es_ES
dc.relation.publisherversion http://dx.doi.org/10.5220/0002269102630268 es_ES
dc.description.upvformatpinicio 263 es_ES
dc.description.upvformatpfin 268 es_ES
dc.type.version info:eu repo/semantics/publishedVersion es_ES
dc.relation.pasarela 96499 es_ES
dc.contributor.funder Generalitat Valenciana (GV)


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