Using novelty search in differential evolution

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dc.contributor.authorFister, Iztok
dc.contributor.authorIglesias, Andres
dc.contributor.authorGalvez, Akemi
dc.contributor.authorDel Ser, Javier
dc.contributor.authorOsaba, Eneko
dc.contributor.editorCorchado, Juan M.
dc.contributor.editorJulian, Vicente
dc.contributor.editorOsaba Icedo, Eneko
dc.contributor.editorBajo, Javier
dc.contributor.editorHoffa-Dabrowska, Patrycja
dc.contributor.editorSilveira, Ricardo Azambuja
dc.contributor.editorFernandez, Alberto
dc.contributor.editorGiroux, Sylvain
dc.contributor.editorNavarro Martínez, Elena María
dc.contributor.editorMathieu, Philippe
dc.contributor.editorCastro, Antonio J.
dc.contributor.editorSanchez-Pi, Nayat
dc.contributor.editordel Val, Elena
dc.contributor.editorUnland, Rainer
dc.contributor.editorFuentes-Fernandez, Ruben
dc.contributor.institutionIA
dc.contributor.institutionQuantum
dc.date.accessioned2024-07-24T11:55:15Z
dc.date.available2024-07-24T11:55:15Z
dc.date.issued2018
dc.descriptionPublisher Copyright: © 2018, Springer International Publishing AG, part of Springer Nature.
dc.description.abstractNovelty search in evolutionary robotics measures a distance of potential novelty solutions to their k-nearest neighbors in the search space. This distance presents an additional objective to the fitness function, with which each individual in population is evaluated. In this study, the novelty search was applied within the differential evolution. The preliminary results on CEC-14 Benchmark function suite show its potential for using also in the future.en
dc.description.statusPeer reviewed
dc.format.extent9
dc.identifier.citationFister , I , Iglesias , A , Galvez , A , Del Ser , J & Osaba , E 2018 , Using novelty search in differential evolution . in J M Corchado , V Julian , E Osaba Icedo , J Bajo , P Hoffa-Dabrowska , R A Silveira , A Fernandez , S Giroux , E M Navarro Martínez , P Mathieu , A J Castro , N Sanchez-Pi , E del Val , R Unland & R Fuentes-Fernandez (eds) , Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity : The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings . Communications in Computer and Information Science , vol. 887 , Springer Verlag , pp. 534-542 , 16th International Conference on Practical Applications of Agents, Multi-Agent Systems, PAAMS 2018 , Toledo , Spain , 20/06/18 . https://doi.org/10.1007/978-3-319-94779-2_46
dc.identifier.citationconference
dc.identifier.doi10.1007/978-3-319-94779-2_46
dc.identifier.isbn9783319947785
dc.identifier.issn1865-0929
dc.identifier.urihttps://hdl.handle.net/11556/2494
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85049363685&partnerID=8YFLogxK
dc.language.isoeng
dc.publisherSpringer Verlag
dc.relation.ispartofHighlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity
dc.relation.ispartofseriesCommunications in Computer and Information Science
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsArtificial life
dc.subject.keywordsDifferential evolution
dc.subject.keywordsNovelty search
dc.subject.keywordsSwarm and evolutionary robotics
dc.subject.keywordsGeneral Computer Science
dc.subject.keywordsGeneral Mathematics
dc.titleUsing novelty search in differential evolutionen
dc.typeconference output
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