Publication
On the model updating operators in univariate estimation of distribution algorithms
| dc.contributor.author | Bronevich, Andrey G. | |
| dc.contributor.author | Oliveira, José Valente de | |
| dc.date.accessioned | 2017-04-07T15:56:37Z | |
| dc.date.available | 2017-04-07T15:56:37Z | |
| dc.date.issued | 2016-07 | |
| dc.description.abstract | The role of the selection operation-that stochastically discriminate between individuals based on their merit-on the updating of the probability model in univariate estimation of distribution algorithms is investigated. Necessary conditions for an operator to model selection in such a way that it can be used directly for updating the probability model are postulated. A family of such operators that generalize current model updating mechanisms is proposed. A thorough theoretical analysis of these operators is presented, including a study on operator equivalence. A comprehensive set of examples is provided aiming at illustrating key concepts, main results, and their relevance. | |
| dc.identifier.doi | 10.1007/s11047-015-9499-0 | |
| dc.identifier.issn | 1567-7818 | |
| dc.identifier.other | AUT: JVO01594; | |
| dc.identifier.uri | http://hdl.handle.net/10400.1/9472 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.relation.isbasedon | WOS:000376763500012 | |
| dc.title | On the model updating operators in univariate estimation of distribution algorithms | |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 354 | |
| oaire.citation.issue | 2 | |
| oaire.citation.startPage | 335 | |
| oaire.citation.title | Natural Computing | |
| oaire.citation.volume | 15 | |
| person.familyName | LUÍS VALENTE DE OLIVEIRA | |
| person.givenName | JOSÉ | |
| person.identifier.ciencia-id | 1F12-C1D3-7717 | |
| person.identifier.orcid | 0000-0001-5337-5699 | |
| rcaap.rights | restrictedAccess | |
| rcaap.type | article | |
| relation.isAuthorOfPublication | bb726e73-690c-4a33-822e-c47bdac3035b | |
| relation.isAuthorOfPublication.latestForDiscovery | bb726e73-690c-4a33-822e-c47bdac3035b |
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