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Representation and Evaluation of Influence Diagrams in a Common Framework for Interval Decision Analysis
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media. (STC)ORCID iD: 0000-0003-0310-0018
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media.
Responsible organisation
2006 (English)In: Proceedings of IMECS 2006, 2006, 738-743 p.Conference paper, (Refereed)
Abstract [en]

This paper present a method for inclusion of influence diagrams within a common framework for analysing decisions under risk supporting interval-valued user statements. The method of inclusion support both modeling and evaluation, and the evaluation is performed through a conversion of influence diagrams into decision tree frames holding symmetric decision trees. The qualitative and explicit modeling of probabilistic independence cause implicit comparative constraints between variables, constraints which must not be violated in order to obtain correct evaluation results.

Place, publisher, year, edition, pages
2006. 738-743 p.
Keyword [en]
Decision evaluation, influence diagrams, imprecise information
National Category
Computer Science
Identifiers
URN: urn:nbn:se:miun:diva-3257ISI: 000241357500138Scopus ID: 2-s2.0-84888223103Local ID: 3518ISBN: 988-986713-3 (print)OAI: oai:DiVA.org:miun-3257DiVA: diva2:28289
Conference
International Multiconference of Engineers and Computer Scientists, Jun 20-22, 2006, Kowloon, China
Available from: 2008-09-30 Created: 2008-09-30 Last updated: 2016-09-26Bibliographically approved
In thesis
1. Essays on theories and applications of decision analysis in imprecise domains
Open this publication in new window or tab >>Essays on theories and applications of decision analysis in imprecise domains
2008 (English)Doctoral thesis, comprehensive summary (Other academic)
Place, publisher, year, edition, pages
Sundsvall: Mid Sweden University, 2008. 79 p.
Series
Mid Sweden University doctoral thesis, ISSN 1652-893X ; 61
National Category
Computer Science
Identifiers
urn:nbn:se:miun:diva-7803 (URN)978-91-86073-13-8 (ISBN)
Public defence
(English)
Supervisors
Available from: 2008-12-16 Created: 2008-12-16 Last updated: 2011-02-06Bibliographically approved
2. Graph decision models in a computational decision analytic framework
Open this publication in new window or tab >>Graph decision models in a computational decision analytic framework
2006 (English)Licentiate thesis, comprehensive summary (Other academic)
Place, publisher, year, edition, pages
Sundsvall: Mittuniversitetet, 2006. 123 p.
Series
Mid Sweden University licentiate thesis, ISSN 1652-8948 ; 10
Keyword
Decision Analysis, Imprecise Reasoning, Decision Trees, Influence Diagrams, Criteria Hierarchy Trees
National Category
Computer Science
Identifiers
urn:nbn:se:miun:diva-5873 (URN)4033 (Local ID)91-85317-18-7 (ISBN)4033 (Archive number)4033 (OAI)
Presentation
(English)
Available from: 2008-09-30 Created: 2009-05-11 Last updated: 2011-02-06Bibliographically approved

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • text
  • asciidoc
  • rtf