Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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
  • html
  • text
  • asciidoc
  • rtf
Decision Analysis with Multiple Objectives in a Framework for Evaluating Imprecision
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
2005 (English)In: International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, ISSN 0218-4885, Vol. 13, no 5, 495-509 p.Article in journal (Refereed) Published
Abstract [en]

We present a decision tree evaluation method for analyzing multi-attribute decisions under risk, where information is numerically imprecise. The approach extends the use of additive and multiplicative utility functions for supporting evaluation of imprecise statements, relaxing requirements for precise estimates of decision parameters. Information is modeled in convex sets of utility and probability measures restricted by closed intervals. Evaluation is done relative to a set of rules, generalizing the concept of admissibility, computationally handled through optimization of aggregated utility functions. Pros and cons of two approaches, and tradeoffs in selecting a utility function, are discussed.

Place, publisher, year, edition, pages
2005. Vol. 13, no 5, 495-509 p.
Keyword [en]
Decision analysis; multi-attribute utility theory; decision tools; imprecise information.
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:su:diva-38047DOI: 10.1142/S021848850500362XISI: 000232867500003Scopus ID: 2-s2.0-27144471339OAI: oai:DiVA.org:su-38047DiVA: diva2:305880
Available from: 2010-03-25 Created: 2010-03-25 Last updated: 2017-12-12Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Ekenberg, LoveDanielson, Mats
By organisation
Department of Computer and Systems Sciences
In the same journal
International Journal of Uncertainty Fuzziness and Knowledge-Based Systems
Computer and Information Science

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 25 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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
  • html
  • text
  • asciidoc
  • rtf