Probability-possibility transformations, triangular fuzzy sets and probabilisitc inequalities - Archive ouverte HAL
Communication Dans Un Congrès Année : 2002

Probability-possibility transformations, triangular fuzzy sets and probabilisitc inequalities

Résumé

This paper deals with a possibilistic expression of uncertainty that consists in representing measurements by a family of confidence intervals stacked atop one another. In fact, this approach defines the upper bound of the probability distributions consistent with these confidence intervals. Applying the proposed transformation to a uniform probability distribution, the result is a triangular possibility distribution. Moreover, it is shown that this triangular possibility distribution is an upper bound of any possibility distribution equivalent (in the above sense) to a probability distribution bounded by the support of the triangle. Bridges with the weil-known probability inequalities of Bienaymé-Chebychev and Camp-Meidel are also established. Keywords : uncertainty, possibility theory, probability theory.
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Dates et versions

hal-03377607 , version 1 (14-10-2021)

Identifiants

  • HAL Id : hal-03377607 , version 1

Citer

Didier Dubois, Laurent Foulloy, Gilles Mauris, Henri Prade. Probability-possibility transformations, triangular fuzzy sets and probabilisitc inequalities. 9ème Conférence Internationale Information Processing And Management of Uncertainty In Knowledge-Based Systems (IPMU 2002), Jul 2002, Annecy, France. pp.1077-1083. ⟨hal-03377607⟩
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