Publication
An Evolutionary Algorithm based on an outranking relation for sorting problems
| datacite.subject.fos | Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática | |
| datacite.subject.fos | Ciências Naturais::Ciências da Computação e da Informação | |
| datacite.subject.sdg | 07:Energias Renováveis e Acessíveis | |
| datacite.subject.sdg | 09:Indústria, Inovação e Infraestruturas | |
| datacite.subject.sdg | 11:Cidades e Comunidades Sustentáveis | |
| dc.contributor.author | Oliveira, Eunice | |
| dc.contributor.author | Antunes, Carlos Henggeler | |
| dc.date.accessioned | 2025-12-02T18:07:51Z | |
| dc.date.available | 2025-12-02T18:07:51Z | |
| dc.date.issued | 2010-10 | |
| dc.description | EISBN - 978-1-4244-6588-0 | |
| dc.description | Conference date - 10 October 2010 - 13 October 2010; Conference code - 83423 | |
| dc.description.abstract | A new approach for using the preferences elicited from a Decision Maker (DM) into the operational framework of an Evolutionary Algorithm (EA) is presented. The preference representation is achieved using the parameters and principles of the ELECTRE TRI method devoted to the sorting problem. The outranking relation is used to replace the non-dominance relation in the usual operators in the EA (crossover, mutation and selection operator). The aim of this approach is to focus the search on the region of interest defined by the DM's preferences and consequently restrict the number of solutions in the Pareto-optimal front to be subject to further screening. This aspect is particularly important when dealing with problems that lead to a large number of non-dominated solutions. | eng |
| dc.description.sponsorship | This work has been partially supported by the Portuguese Foundation for Science and Technology under project grant PTDC/ENR/64971/2006. | |
| dc.identifier.citation | E. Oliveira and C. H. Antunes, "An Evolutionary Algorithm based on an outranking relation for sorting problems," 2010 IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, 2010, pp. 2732-2739, doi: https://doi.org/10.1109/ICSMC.2010.5641799. | |
| dc.identifier.doi | 10.1109/icsmc.2010.5641799 | |
| dc.identifier.isbn | 978-1-4244-6586-6 | |
| dc.identifier.isbn | 978-1-4244-6588-0 | |
| dc.identifier.issn | 1062-922X | |
| dc.identifier.uri | http://hdl.handle.net/10400.8/14810 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | IEEE Canada | |
| dc.relation.hasversion | https://ieeexplore.ieee.org/document/5641799 | |
| dc.relation.ispartof | 2010 IEEE International Conference on Systems, Man and Cybernetics | |
| dc.rights.uri | N/A | |
| dc.subject | Evolutionary Algorithms | |
| dc.subject | outranking relations | |
| dc.subject | ELECTRE TRI | |
| dc.subject | handling preferences | |
| dc.subject | adaptive algorithms | |
| dc.title | An Evolutionary Algorithm based on an outranking relation for sorting problems | eng |
| dc.type | conference paper | |
| dspace.entity.type | Publication | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/5876-PPCDTI/PTDC%2FENR%2F64971%2F2006/PT | |
| oaire.citation.conferenceDate | 2010-10 | |
| oaire.citation.conferencePlace | Istanbul, Turkey | |
| oaire.citation.endPage | 2739 | |
| oaire.citation.startPage | 2732 | |
| oaire.citation.title | Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics | |
| oaire.fundingStream | 5876-PPCDTI | |
| oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
| person.familyName | Oliveira | |
| person.givenName | Eunice | |
| person.identifier.orcid | 0000-0003-0255-7999 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| relation.isAuthorOfPublication | 5adfb8fa-6061-49f7-8d5e-9b1c16324872 | |
| relation.isAuthorOfPublication.latestForDiscovery | 5adfb8fa-6061-49f7-8d5e-9b1c16324872 | |
| relation.isProjectOfPublication | d22d5796-66b3-4648-a678-1ecd2ab72b06 | |
| relation.isProjectOfPublication.latestForDiscovery | d22d5796-66b3-4648-a678-1ecd2ab72b06 |
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- A new approach for using the preferences elicited from a Decision Maker (DM) into the operational framework of an Evolutionary Algorithm (EA) is presented. The preference representation is achieved using the parameters and principles of the ELECTRE TRI method devoted to the sorting problem. The outranking relation is used to replace the non-dominance relation in the usual operators in the EA (crossover, mutation and selection operator). The aim of this approach is to focus the search on the region of interest defined by the DM's preferences and consequently restrict the number of solutions in the Pareto-optimal front to be subject to further screening. This aspect is particularly important when dealing with problems that lead to a large number of non-dominated solutions.
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