Shape-Independent Model Predictive Control for Takagi-Sugeno Fuzzy Systems
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Altres documents de l'autoria: Ariño Latorre, Carlos Vicente; Querol, Andrés; Sala, Antonio
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Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7034
comunitat-uji-handle3:10234/8619
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INVESTIGACIONMetadades
Títol
Shape-Independent Model Predictive Control for Takagi-Sugeno Fuzzy SystemsData de publicació
2017-10Editor
ElsevierCita bibliogràfica
ARIÑO LATORRE, Carlos Vicente; QUEROL, Andrés; SALA, Antonio. Shape-Independent Model Predictive Control for Takagi-Sugeno Fuzzy Systems. Engineering Applications of Artificial Intelligence (2017), v. 65, p. 493-505Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
http://www.sciencedirect.com/science/article/pii/S0952197617301598Versió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
Predictive control of TS fuzzy systems has been addressed in prior literature
with some simplifying assumptions or heuristic approaches. This paper presents
a rigorous formulation of the model predictive control of ... [+]
Predictive control of TS fuzzy systems has been addressed in prior literature
with some simplifying assumptions or heuristic approaches. This paper presents
a rigorous formulation of the model predictive control of TS systems, so that
results are valid for any membership value (shape-independent) with a suitable
account of causality (control can depend on current and past memberships
and state). As in most fuzzy control results, a family of progressively better
controllers can be obtained by increasing Polya-related complexity parameters,
generalising over prior proposals. [-]
Publicat a
Engineering Applications of Artificial Intelligence (2017), v. 65Proyecto de investigación
Spanish 1) Ministry of Economy and European Union, grant DPI2016-81002-R (AEI/FEDER, UE), and 2) Grant P1·1B2015-36 (Universitat Jaume I).Drets d'accés
http://rightsstatements.org/vocab/CNE/1.0/
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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