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Computing with generalized p-boxes: preliminary results


Congress title :Information Management and Processing of Uncertainty in Knowledge-Based Systems (IPMU)
Congress town :Malaga
Congress date :22/06/2008

Summary

The need to propagate uncertainties through a model is present in many applications. In most cases, the nature of this model is either graphical or functional. In this paper, we interest ourselves to the latter case. We consider here that uncertainty on each model input is described either by generalized p-boxes or possibility distributions, two special cases of random sets that can be interpreted in term of confidence bounds over nested sets. We then study their practical propagation for different cases.

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