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dc.contributor.authorAfsar, Bekir
dc.contributor.authorMiettinen, Kaisa
dc.contributor.authorRuiz, Francisco
dc.date.accessioned2021-05-06T08:22:52Z
dc.date.available2021-05-06T08:22:52Z
dc.date.issued2021
dc.identifier.citationAfsar, B., Miettinen, K., & Ruiz, F. (2021). Assessing the Performance of Interactive Multiobjective Optimization Methods : A Survey. <i>ACM Computing Surveys</i>, <i>54</i>(4), Article 85. <a href="https://doi.org/10.1145/3448301" target="_blank">https://doi.org/10.1145/3448301</a>
dc.identifier.otherCONVID_68770451
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/75333
dc.description.abstractInteractive methods are useful decision-making tools for multiobjective optimization problems, because they allow a decision-maker to provide her/his preference information iteratively in a comfortable way at the same time as (s)he learns about all different aspects of the problem. A wide variety of interactive methods is nowadays available, and they differ from each other in both technical aspects and type of preference information employed. Therefore, assessing the performance of interactive methods can help users to choose the most appropriate one for a given problem. This is a challenging task, which has been tackled from different perspectives in the published literature. We present a bibliographic survey of papers where interactive multiobjective optimization methods have been assessed (either individually or compared to other methods). Besides other features, we collect information about the type of decision-maker involved (utility or value functions, artificial or human decision-maker), the type of preference information provided, and aspects of interactive methods that were somehow measured. Based on the survey and on our own experiences, we identify a series of desirable properties of interactive methods that we believe should be assessed.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherAssociation for Computing Machinery (ACM)
dc.relation.ispartofseriesACM Computing Surveys
dc.rightsIn Copyright
dc.subject.othermultiobjective optimization problems
dc.subject.otherpreference information
dc.subject.otherperformance assessment
dc.subject.otherdecision-makers
dc.subject.otherinteractive methods
dc.titleAssessing the Performance of Interactive Multiobjective Optimization Methods : A Survey
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202105062643
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineLaskennallinen tiedefi
dc.contributor.oppiaineMultiobjective Optimization Groupfi
dc.contributor.oppiaineComputational Scienceen
dc.contributor.oppiaineMultiobjective Optimization Groupen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_dcae04bc
dc.description.reviewstatuspeerReviewed
dc.relation.issn0360-0300
dc.relation.numberinseries4
dc.relation.volume54
dc.type.versionacceptedVersion
dc.rights.copyright© 2021 Copyright held by the owner/author(s)
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber287496
dc.relation.grantnumber311877
dc.relation.grantnumber322221
dc.subject.ysomenetelmät
dc.subject.ysooptimointi
dc.subject.ysomonitavoiteoptimointi
dc.subject.ysointeraktiivisuus
dc.subject.ysopäätöksenteko
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p1913
jyx.subject.urihttp://www.yso.fi/onto/yso/p13477
jyx.subject.urihttp://www.yso.fi/onto/yso/p32016
jyx.subject.urihttp://www.yso.fi/onto/yso/p10823
jyx.subject.urihttp://www.yso.fi/onto/yso/p8743
dc.rights.urlhttp://rightsstatements.org/page/InC/1.0/?language=en
dc.relation.doi10.1145/3448301
dc.relation.funderResearch Council of Finlanden
dc.relation.funderResearch Council of Finlanden
dc.relation.funderResearch Council of Finlanden
dc.relation.funderSuomen Akatemiafi
dc.relation.funderSuomen Akatemiafi
dc.relation.funderSuomen Akatemiafi
jyx.fundingprogramAcademy Project, AoFen
jyx.fundingprogramResearch profiles, AoFen
jyx.fundingprogramAcademy Project, AoFen
jyx.fundingprogramAkatemiahanke, SAfi
jyx.fundingprogramProfilointi, SAfi
jyx.fundingprogramAkatemiahanke, SAfi
dc.type.okmA2


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