Imprecise set and fuzzy valued probability

Imprecise set and fuzzy valued probability

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Article ID: iaor20116484
Volume: 235
Issue: 16
Start Page Number: 4524
End Page Number: 4531
Publication Date: Jun 2011
Journal: Journal of Computational and Applied Mathematics
Authors:
Keywords: fuzzy sets
Abstract:

Set valued probability and fuzzy valued probability theory is used for analyzing and modeling highly uncertain probability systems. In this paper the set valued probability and fuzzy valued probability are defined over the measurable space. They are derived from a set and fuzzy valued measure using restricted arithmetics. The range of set valued probability is the set of subsets of the unit interval and the range of fuzzy valued probability is the set of fuzzy sets of the unit interval. The expectation with respect to set valued and fuzzy valued probability is defined and some properties are discussed. Also, the fuzzy model is applied to binomial model for the price of a risky security.

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