Abstract | ||
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We discuss the idea of a fuzzy probability assessment, the association a collection of fuzzy probabilities with the outcomes of a random experiment. Fuzzy probability assessments often result from the linguistic specification of probabilities as provided by human experts. The question of consistency of the fuzzy probability assessment is considered. Finally, the problem of decision-making, selecting a best alternative action, in the face of a fuzzy probability assessment is investigated. Here we focus on the issue of obtaining the expected payoff of alternatives in the face of a fuzzy probability assessment. In the course of solving this problem we develop a representation of an effective probability distribution in the face of a fuzzy probability assessment |
Year | DOI | Venue |
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1999 | 10.1109/91.784209 | IEEE T. Fuzzy Systems |
Keywords | Field | DocType |
expected payoff,fuzzy probability assessment,effective probability distribution,linguistic specification,fuzzy probability,human expert,alternative action,random experiment,probability distribution,indexing terms,uncertainty,fuses,information systems,decision theory,randomized experiment,probability,machine intelligence,fuzzy set theory | Fuzzy classification,Fuzzy set operations,Fuzzy logic,Fuzzy measure theory,Probability distribution,Artificial intelligence,Fuzzy number,Type-2 fuzzy sets and systems,Membership function,Machine learning,Mathematics | Journal |
Volume | Issue | ISSN |
7 | 4 | 1063-6706 |
Citations | PageRank | References |
24 | 1.05 | 4 |
Authors | ||
1 |
Name | Order | Citations | PageRank |
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Ronald R. Yager | 1 | 986 | 206.03 |