Design of B-spline neural networks using a bacterial programming approach

Cabrita, Cristiano Lourenço; Botzheim, J.; Ruano, Antonio; Kóczy, László T.

http://hdl.handle.net/10400.1/155

Utilize este identificador para referenciar este registo.

Nome:	Descrição:	Tamanho:	Formato:
CABDes.pdf		205.96 KB	Adobe PDF	Ver/Abrir

Contacte-nos

Autores

Cabrita, Cristiano Lourenço

Botzheim, J.

Ruano, Antonio

Kóczy, László T.

Resumo(s)

The design phase of B-spline neural networks represents a very high computational task. For this purpose, heuristics have been developed, but have been shown to be dependent on the initial conditions employed. In this paper a new technique, Bacterial Programming, is proposed, whose principles are based on the replication of the microbial evolution phenomenon. The performance of this approach is illustrated and compared with existing alternatives.

Palavras-chave

Controlo automático Redes neuronais B-splines Programação bacteriana 681.5

URI

http://hdl.handle.net/10400.1/155

Citação

International Joint Conference on Neural Networks and Fuzzy Systems. - Budapest, 25-29 July 2004. - 6 p

Editora

Budapest

DOI

http://dx.doi.org/10.1109/IJCNN.2004.1380987

Coleções

ISE3-Livros (ou partes, com ou sem arbitragem científica)

Licença CC

cclicense-restrictedAccess

Métricas Alternativas

Ver registo completo