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dc.contributor.authorGaland, Lucie
dc.contributor.authorMayag, Brice
dc.date.accessioned2019-04-12T13:18:06Z
dc.date.available2019-04-12T13:18:06Z
dc.date.issued2017
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/18634
dc.language.isoenen
dc.subjectMCDAen
dc.subjectPreference modelingen
dc.subjectChoquet integralen
dc.subjectinteractionen
dc.subject.ddc003en
dc.titleA Heuristic Approach to Test the Compatibility of a Preference Information with a Choquet Integral Modelen
dc.typeCommunication / Conférence
dc.description.abstractenThis work deals with the problem of the existence of a Multicriteria Decision Aiding model, based on the Choquet integral, that represents the preferences of a decision maker. Given some preferences on a set of actions, our aim is to determine if those preferences are compatible with a Choquet integral model, where the utility function associated to each criterion and the capacity on the subsets of criteria are to be defined. Computing simultaneously the utility functions and the capacity leads to solving a mixed integer program with some quadratic constraints, which can not be performed efficiently. We propose here to solve this problem by using a linear approximation of the quadratic terms given by the Taylor’s formula, and then apply a standard mixed integer programming solver. We illustrate and analyze our approach with some numerical experiments.en
dc.identifier.citationpages65-80en
dc.relation.ispartoftitleAlgorithmic Decision Theory: 5th International Conference, ADT 2017en
dc.relation.ispartofeditorRothe, Jörg
dc.relation.ispartofpublnameSpringer International Publishingen
dc.relation.ispartofpublcityChamen
dc.relation.ispartofdate2017
dc.relation.ispartofpages390en
dc.relation.ispartofurl10.1007/978-3-319-67504-6en
dc.subject.ddclabelRecherche opérationnelleen
dc.relation.ispartofisbn978-3-319-67503-9; 978-3-319-67504-6en
dc.relation.conftitle5th International Conference (ADT 2017)en
dc.relation.confdate2017-10
dc.relation.confcityLuxembourgen
dc.relation.confcountryLuxembourgen
dc.relation.forthcomingnonen
dc.identifier.doi10.1007/978-3-319-67504-6_5en
dc.description.ssrncandidatenonen
dc.description.halcandidateouien
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2019-03-25T13:44:56Z
hal.person.labIds989
hal.person.labIds989
hal.identifierhal-02098276*


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