A contribution to the use of Hopfield neural networks for parameter estimation

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2007

Autores

Alonso, H (Autor) Outra; Mendonca, T (Autor) Outra; Rocha, P (Autor) FEUP

Ata de Conferência Internacional

Título: 2007 European Control Conference, ECC 2007

Páginas: 3844-3849

2007 9th European Control Conference, ECC 2007

2 July 2007 through 5 July 2007

Indexação

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-00A-C1J

DOI: 10.23919/ecc.2007.7068676

Abstract (EN): This paper presents a contribution to the use of Hopfield neural networks (HNNs) for parameter estimation. Our focus is on time-invariant systems that are linear in the parameters. We introduce a suitable HNN and present a weaker condition than the currently existing ones that guarantees the convergence of the parameterization estimated by the network to the actual parameterization. The application of our results is illustrated in a parameter estimation problem for a two carts system. © 2007 EUCA.

Idioma: Inglês

Tipo (Avaliação Docente): Científica