Conditioning in a coherent setting: Theory and applications

Authors:
Giulianella Coletti;Romano Scozzafava
Affiliations:
Dip. Matematica e Informatica, University of Perugia, Italy;Dip. Metodi e Modelli Matematici, University “La Sapienza”, Roma, Italy
Venue:
Fuzzy Sets and Systems
Year:
2005

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Abstract

In this paper we discuss the important concept of conditioning, emphasizing the role of a coherent setting for a general approach able to encompass many existing theories of uncertainty. Among conditional measures, we deepen here conditional probability, which allows to deal also, from a unifying point of view and with a new perspective, with concepts such as fuzzy sets theory and the relevant perception-based information, possibility measures, information measures, stochastic independence, default reasoning.