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dc.contributor.authorHugot, Hadrien
dc.contributor.authorVanderpooten, Daniel
dc.contributor.authorVanpeperstraete, Jean-Michel
dc.date.accessioned2010-01-12T13:33:47Z
dc.date.available2010-01-12T13:33:47Z
dc.date.issued2006
dc.identifier.issn1572-9338
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/2893
dc.language.isoenen
dc.subjectMultidimensional assignment problem
dc.subjectData association
dc.subjectBi-criteria optimization
dc.subjectInteractive procedure
dc.subject.ddc005en
dc.titleA bi-criteria approach for the data association problem
dc.typeArticle accepté pour publication ou publié
dc.contributor.editoruniversityotherThales Airborne System;France
dc.description.abstractenThe data association problem consists of associating pieces of information emanating from different sources in order to obtain a better description of the situation under study. This problem arises, in particular, when, considering several sensors, we aim at associating the measures corresponding to a same target. This problem, widely studied in the literature, is often stated as a multidimensional assignment problem where a state criterion is optimized. While this approach seems satisfactory in simple situations where the risk of confusing targets is relatively low, it is much more difficult to get a correct description in denser situations. This is why, we propose, for the first time to our knowledge, to address this problem in a multiple criteria framework using a second complementary criterion, based on the identification of the targets. Due to the specificities of the problem, simple and efficient approaches can be used to generate non-dominated solutions. Moreover, we show that the accuracy of the proposed solutions is greatly increased when considering a second criterion. A bi-criteria interactive procedure is also introduced to assist an operator in solving conflicting situations.
dc.relation.isversionofjnlnameAnnals of Operations Research
dc.relation.isversionofjnlvol147
dc.relation.isversionofjnlissue1
dc.relation.isversionofjnldate2006
dc.relation.isversionofjnlpages217-234
dc.relation.isversionofdoihttp://dx.doi.org/10.1007/s10479-006-0069-9
dc.description.sponsorshipprivateouien
dc.relation.isversionofjnlpublisherKluwer
dc.subject.ddclabelProgrammation, logiciels, organisation des donnéesen
dc.description.ssrncandidatenon
dc.description.halcandidateoui
dc.description.readershiprecherche
dc.description.audienceInternational
dc.relation.Isversionofjnlpeerreviewedoui
dc.date.updated2016-10-06T09:51:23Z


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