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

2004Journal article Restricted
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dc.contributor.authorCabrita, Cristiano Lourenço
dc.contributor.authorBotzheim, J.pt_PT
dc.contributor.authorRuano, Antonio
dc.contributor.authorKóczy, László T.pt_PT
dc.date.accessioned2009-02-13T17:09:55Z
dc.date.available2009-02-13T17:09:55Z
dc.date.issued2004
dc.description.abstractThe 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.pt_PT
dc.formatapplication/pdfpt_PT
dc.identifier.citationInternational Joint Conference on Neural Networks and Fuzzy Systems. - Budapest, 25-29 July 2004. - 6 ppt_PT
dc.identifier.doihttp://dx.doi.org/10.1109/IJCNN.2004.1380987
dc.identifier.otherAUT: ARU00698; CCA01443;
dc.identifier.urihttp://hdl.handle.net/10400.1/155
dc.language.isoengpt_PT
dc.publisherBudapestpt_PT
dc.relation.urihttp://www.bib.ualg.pt/artigos/DocentesEST/CABDes.pdfpt_PT
dc.rights.urirestrictedAccessen
dc.subjectControlo automáticopt_PT
dc.subjectRedes neuronaispt_PT
dc.subjectB-splinespt_PT
dc.subjectProgramação bacterianapt_PT
dc.subject681.5pt_PT
dc.titleDesign of B-spline neural networks using a bacterial programming approachpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage2318
oaire.citation.startPage2313
oaire.citation.title2004 IEEE International Joint Conference on Neural Networks (IJCNN)
oaire.citation.volume3
person.familyNameCabrita
person.familyNameRuano
person.givenNameCristiano Lourenço
person.givenNameAntonio
person.identifier.ciencia-idFF1E-13A0-A269
person.identifier.orcid0000-0003-4946-0465
person.identifier.orcid0000-0002-6308-8666
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id55958626100
person.identifier.scopus-author-id7004284159
rcaap.typearticlept_PT
relation.isAuthorOfPublication081b091f-c9fa-470a-9a28-51fe4c85864a
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication.latestForDiscovery13813664-b68b-40aa-97a9-91481a31ebf2

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