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Neural networks in virtual reference tuning

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Esparza Peidro, A.; Sala, A.; Albertos Pérez, P. (2011). Neural networks in virtual reference tuning. Engineering Applications of Artificial Intelligence. 24(6):983-995. doi:10.1016/j.engappai.2011.04.003

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Title: Neural networks in virtual reference tuning
Author: Esparza Peidro, Alicia Sala, Antonio Albertos Pérez, Pedro
UPV Unit: Universitat Politècnica de València. Departamento de Ingeniería de Sistemas y Automática - Departament d'Enginyeria de Sistemes i Automàtica
Issued date:
This paper discusses the application of the virtual reference tuning (VRT) techniques to tune neural controllers from batch inputoutput data, by particularising nonlinear VRT and suitably computing gradients backpropagating ...[+]
Subjects: Back propagation through time , Data-based controller tuning , Direct controller design , Model reference control , Neural networks , Virtual reference feedback tuning , Back-propagation through time , Controllers , Feedback
Copyrigths: Reserva de todos los derechos
Engineering Applications of Artificial Intelligence. (issn: 0952-1976 )
DOI: 10.1016/j.engappai.2011.04.003
Publisher version: http://dx.doi.org/10.1016/j.engappai.2011.04.003
Project ID:
Generalitat Valenciana GVPRE/2008/116 prometeo/2008/088
Spanish Government dpi2008-06731-c02-01 dpi2011-27845-c02-01
A. Esparza is grateful to the project GVPRE/2008/116 financed by Generalitat Valenciana. The authors are also grateful to the financial support of Grants dpi2008-06731-c02-01, dpi2011-27845-c02-01 (Spanish Government) and ...[+]
Type: Artículo

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