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Multi-criteria decision analysis software for uncertain and imprecise information
Mid Sweden Univ, Dept Informat Technol & Media, SE-85170 Sundsvall, Sweden..
Stockholm Univ, Dept Comp & Syst Sci, SE-16440 Kista, Sweden..
2006 (English)In: PROCEEDINGS OF THE 11TH ANNUAL CONFERENCE OF ASIA PACIFIC DECISION SCIENCES INSTITUTE: INNOVATION & SERVICE EXCELLENCE FOR COMPETITIVE ADVANTAGE IN THE GLOBAL ENVIRONMENT / [ed] Zhao, X Liu, B, ASIA PACIFIC DECISION SCIENCES INST , 2006, p. 342-+Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a multi-criteria decision tool built on theories of uncertainty representation and evaluation. The tool supports interval probabilities, interval values (utilities), interval criteria weights, as well as comparative statements, not requiring input on single variables, but rather allowing interval statements on differences between variables. The user input is represented as constraints to the solution set of the variables representing the decision problem. The problem is then evaluated using several available evaluation methods each giving a different perspective on the decision problem modeled. Instead of applying separate sensitivity analyses on top of the evaluation, it tries to incorporate the sensitivity analyses into the representation, making uncertainty a first-class citizen in the model. The support of interval and comparative statements, in addition to embedded sensitivity analyses and optionally using separate probabilistic event trees for each criterion, makes the tool, to our knowledge, the first of its kind.

Place, publisher, year, edition, pages
ASIA PACIFIC DECISION SCIENCES INST , 2006. p. 342-+
Keywords [en]
decision tool, multi-criteria, decision analysis, imprecise information
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:kth:diva-242442ISI: 000239342800092OAI: oai:DiVA.org:kth-242442DiVA, id: diva2:1287416
Conference
THE 11TH ANNUAL CONFERENCE OF ASIA PACIFIC DECISION SCIENCES INSTITUTE
Note

QC 20190211

Available from: 2019-02-11 Created: 2019-02-11 Last updated: 2019-02-11Bibliographically approved

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Citation style
  • apa
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  • de-DE
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  • nn-NB
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  • Other locale
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Output format
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