Probabilities of events induced by fuzzy random variables
Résumé
Propagating possibilistic and probabilistic variables through a mapping yields a fuzzy random variable. We propose a method to attach probability intervals to events pertaining to the output variable. We show that this method is consistent with classical approaches to fuzzy random variables and that the obtained probability interval is the mean value of the fuzzy probability defined by viewing a fuzzy random variable as higher order possibilistic uncertainty.
Domaines
Intelligence artificielle [cs.AI]
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Probabilities of Events Induced by Fuzzy Random Variables.pdf (101.04 Ko)
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