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Genetic and bacterial programming for B-spline neural networks design

2007Journal article Restricted access
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dc.contributor.authorRuano, Antonio
dc.contributor.authorBotzheim, J.
dc.contributor.authorCabrita, Cristiano Lourenço
dc.contributor.authorKóczy, László T.
dc.date.accessioned2013-02-07T14:51:07Z
dc.date.available2013-02-07T14:51:07Z
dc.date.issued2007
dc.date.updated2013-01-26T18:16:09Z
dc.description.abstractThe design phase of B-spline neural networks is a highly computationally complex task. Existent heuristics have been found to be highly dependent on the initial conditions employed. Increasing interest in biologically inspired learning algorithms for control techniques such as Artificial Neural Networks and Fuzzy Systems is in progress. In this paper, the Bacterial Programming approach is presented, which is based on the replication of the microbial evolution phenomenon. This technique produces an efficient topology search, obtaining additionally more consistent solutions.por
dc.identifier.citationRuano, Antonio Eduardo de Barros; Botzheim, J.; Cabrita, C.; Koczy, Laszlo T. Genetic and Bacterial Programming for B-Spline Neural Networks Design, Journal of Advanced Computational Intelligence Informatics, 11, 2, 220-231, 2007.por
dc.identifier.otherAUT: ARU00698; CCA01443;
dc.identifier.urihttp://hdl.handle.net/10400.1/2254
dc.language.isoengpor
dc.peerreviewedyespor
dc.subjectConstructive algorithmspor
dc.subjectB-splinespor
dc.subjectBbacterial programmingpor
dc.subjectGenetic programmingpor
dc.titleGenetic and bacterial programming for B-spline neural networks designpor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage231por
oaire.citation.issue2por
oaire.citation.startPage220por
oaire.citation.titleJournal of Advanced Computational Intelligence Informaticspor
oaire.citation.volume11por
person.familyNameRuano
person.familyNameCabrita
person.givenNameAntonio
person.givenNameCristiano Lourenço
person.identifier.ciencia-idFF1E-13A0-A269
person.identifier.orcid0000-0002-6308-8666
person.identifier.orcid0000-0003-4946-0465
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id7004284159
person.identifier.scopus-author-id55958626100
rcaap.rightsrestrictedAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication081b091f-c9fa-470a-9a28-51fe4c85864a
relation.isAuthorOfPublication.latestForDiscovery13813664-b68b-40aa-97a9-91481a31ebf2

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