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Distributions over Expected Utilities in Decision Analysis
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Institutionen för informationsteknologi och medier.ORCID-id: 0000-0002-0665-1889
Dept. of Mathematical Statistics, Stockholm University, Forum 100 SE-164 40 Kista, Sweden.
Dept. of Computer and Systems Sciences, Stockholm University, Forum 100 SE-164 40 Kista, Sweden.
Mittuniversitetet, Fakulteten för naturvetenskap, teknik och medier, Institutionen för informationsteknologi och medier. (STC)ORCID-id: 0000-0003-0310-0018
Ansvarlig organisasjon
2007 (engelsk)Inngår i: ISIPTA 2007 - Proceedings of the 5th International Symposium on Imprecise Probability: Theories and Applications, 2007, s. 175-182Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

It is often recognised that in real-life decision situations, classical utility theory puts too strong requirements on the decision-maker. Various interval approaches for decision making have therefore been developed and these have been reasonably successful. However, a problem that sometimes appears in real-life situations is that the result of an evaluation still has an uncertainty about which alternative is to prefer. This is due to expected utility overlaps rendering discrimination more difficult. In this article we discuss how adding second-order information may increase a decision-maker�s understanding of a decision situation when handling aggregations of imprecise representations, as is the case in decision trees or influence diagrams.

sted, utgiver, år, opplag, sider
2007. s. 175-182
Emneord [en]
Decision analysis, Imprecise probabilities, Imprecise utilities, Hierarchical models
HSV kategori
Identifikatorer
URN: urn:nbn:se:miun:diva-4263Scopus ID: 2-s2.0-55849116114Lokal ID: 5034ISBN: 978-808674220-5 (tryckt)OAI: oai:DiVA.org:miun-4263DiVA, id: diva2:29295
Konferanse
5th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2007; Prague; Czech Republic; 16 July 2007 through 19 July 2007; Code 98794
Tilgjengelig fra: 2008-09-30 Laget: 2008-09-30 Sist oppdatert: 2018-01-12bibliografisk kontrollert
Inngår i avhandling
1. Essays on theories and applications of decision analysis in imprecise domains
Åpne denne publikasjonen i ny fane eller vindu >>Essays on theories and applications of decision analysis in imprecise domains
2008 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
sted, utgiver, år, opplag, sider
Sundsvall: Mid Sweden University, 2008. s. 79
Serie
Mid Sweden University doctoral thesis, ISSN 1652-893X ; 61
HSV kategori
Identifikatorer
urn:nbn:se:miun:diva-7803 (URN)978-91-86073-13-8 (ISBN)
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(engelsk)
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Tilgjengelig fra: 2008-12-16 Laget: 2008-12-16 Sist oppdatert: 2018-01-13bibliografisk kontrollert

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