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Supported nondominated points as a representation of the nondominated set: an empirical analysis

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dc.contributor.departmentDepartment of Business Administration
dc.contributor.kuauthorSayın, Serpil
dc.contributor.schoolcollegeinstituteCollege of Administrative Sciences and Economics
dc.date.accessioned2024-12-29T09:38:33Z
dc.date.issued2024
dc.description.abstractThe nondominated set of a multiple objective discrete optimization problem is known to contain unsupported nondominated points, which outnumber the supported ones and are more difficult to obtain. We treat supported nondominated points as a representation and analyse their quality using different metrics beyond their sheer numbers. Under different data generation schemes on multiobjective knapsack and assignment problems, we observe that supported nondominated points almost always provide a good representation of the entire nondominated set.
dc.description.indexedbyWOS
dc.description.indexedbyScopus
dc.description.issue02/01/24
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuTÜBİTAK
dc.description.sponsorshipThe author thanks two anonymous reviewers whose constructive feedback improved the presentation of the paper significantly.
dc.description.volume31
dc.identifier.doi10.1002/mcda.1829
dc.identifier.eissn1099-1360
dc.identifier.issn1057-9214
dc.identifier.quartileQ3
dc.identifier.scopus2-s2.0-85189630237
dc.identifier.urihttps://doi.org/10.1002/mcda.1829
dc.identifier.urihttps://hdl.handle.net/20.500.14288/22719
dc.identifier.wos1195468300001
dc.keywordsMultiple objective discrete optimization
dc.keywordsRepresentation quality
dc.keywordsExtreme supported nondominated point
dc.keywordsSupported nondominated point
dc.language.isoeng
dc.publisherWiley
dc.relation.grantnoThe Scientific and Technological Research Council of Turkey (TBIdot
dc.relation.grantnoTAK)
dc.relation.ispartofJournal of Multi-Criteria Decision Analysis
dc.subjectBusiness
dc.subjectEconomics
dc.subjectManagement
dc.titleSupported nondominated points as a representation of the nondominated set: an empirical analysis
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.kuauthorSayın, Serpil
local.publication.orgunit1College of Administrative Sciences and Economics
local.publication.orgunit2Department of Business Administration
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relation.isOrgUnitOfPublication.latestForDiscoveryca286af4-45fd-463c-a264-5b47d5caf520
relation.isParentOrgUnitOfPublication972aa199-81e2-499f-908e-6fa3deca434a
relation.isParentOrgUnitOfPublication.latestForDiscovery972aa199-81e2-499f-908e-6fa3deca434a

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