The normalized expected utility: entropy and variance model for decisions under risk

dc.contributor.authorBrito, Irenepor
dc.date.accessioned2022-08-02T15:24:58Z
dc.date.available2024-10-01T06:00:27Z
dc.date.issued2022-09
dc.description.abstractThe normalized expected utility - entropy and variance (NEU-EV) decision model and associated risk measure are proposed for the analysis and modelling of decisions under risk. The model depends on normalized entropy and variance and expected utility, can be applied to decision problems depending on actions, where the states have different numbers of outcomes. Several properties of risk perception and examples of certainty effects, common ratio effects and common consequence effects are analysed using this model, considering actions with non-negative outcomes. The results show that the NEU-EV model is an adequate model for explaining these risk decision problems.por
dc.description.sponsorshipAcknowledgements The author thanks A.A.J. Marley and J. Yang for helpful comments, suggestions and ideas. The author thanks the reviewers for useful comments. The research was partially financed by Portuguese Funds through FCT (?Fundac ? ?o para a Ci?ncia e a Tecnologia?) within the Projects UIDB/00013/2020 and UIDP/00013/2020.por
dc.distributioninternationalpor
dc.identifier.citationBrito, I. (2022, September). The normalized expected utility – entropy and variance model for decisions under risk. International Journal of Approximate Reasoning. Elsevier BV. http://doi.org/10.1016/j.ijar.2022.06.005
dc.identifier.doi10.1016/j.ijar.2022.06.005por
dc.identifier.issn0888-613Xpor
dc.identifier.urihttps://hdl.handle.net/1822/79133
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherElsevierpor
dc.relationinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00013%2F2020/PTpor
dc.relationinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F00013%2F2020/PTpor
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0888613X22000949por
dc.rightsopenAccesspor
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/por
dc.subjectRisk decision modelpor
dc.subjectExpected utilitypor
dc.subjectEntropy and variancepor
dc.subjectCommon consequence effectpor
dc.subjectCommon ratio effectpor
dc.subjectCertainty effectpor
dc.subject.wosScience & Technologypor
dc.titleThe normalized expected utility: entropy and variance model for decisions under riskpor
dc.typearticlepor
dspace.entity.typePublicationen
oaire.citationEndPage201por
oaire.citationStartPage174por
oaire.citationVolume148por
sdum.journalInternational Journal of Approximate Reasoningpor

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NEU-EV risk model