Design of B-spline neural networks using a bacterial programming approach
| Data(s) |
13/02/2009
13/02/2009
2004
|
|---|---|
| Formato |
application/pdf |
| Identificador |
International Joint Conference on Neural Networks and Fuzzy Systems. - Budapest, 25-29 July 2004. - 6 p AUT: ARU00698; CCA01443; |
| Idioma(s) |
eng |
| Publicador |
Budapest |
| Relação |
http://www.bib.ualg.pt/artigos/DocentesEST/CABDes.pdf |
| Direitos |
restrictedAccess |
| Palavras-Chave | #Controlo automático #Redes neuronais #B-splines #Programação bacteriana #681.5 |
| Tipo |
article |
| Resumo |
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. |
