id:"swepub:oai:DiVA.org:miun-3398"
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- Larsson, AronMittuniversitetet,Institutionen för informationsteknologi och medier (-2013),STC (author)
Decision analysis with multiple objectives in a framework for evaluating imprecision
- Article/chapterEnglish2005
Publisher, publication year, extent ...
- 2005
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:miun-3398
- https://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-3398URI
- https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-42521URI
- https://doi.org/10.1142/S021848850500362XDOI
- https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-38047URI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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Notes
- 17th International FLAIRS Conference, May 17-19, 2004, Miami Beach, FL
- QC 20111012
- 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.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
- NATURVETENSKAP Data- och informationsvetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences hsv//eng
- Decision analysis
- multi-attribute utility theory
- decision tools; imprecise information
- Computer science
- Datavetenskap
Added entries (persons, corporate bodies, meetings, titles ...)
- Johansson [Idefeldt], JimMittuniversitetet,Institutionen för informationsteknologi och medier (-2013)(Swepub:miun)jimjoh (author)
- Ekenberg, LoveStockholms universitet,KTH,Mittuniversitetet,Institutionen för informationsteknologi och medier (-2013),Data- och systemvetenskap, DSV,Institutionen för data- och systemvetenskap(Swepub:su)lovek (author)
- Danielson, MatsStockholms universitet,KTH,Data- och systemvetenskap, DSV,Institutionen för data- och systemvetenskap(Swepub:su)madan (author)
- MittuniversitetetInstitutionen för informationsteknologi och medier (-2013) (creator_code:org_t)
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- In:International Journal of Uncertainty Fuzziness and Knowledge-Based Systems13:5, s. 495-5090218-4885
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