An interpretation of fuzzy measures and the Choquet integral as an integral with respect to a fuzzy measure
In this paper the non-additivity of Sugeno's fuzzy measure is interpreted in terms of addition and the rationality of the Choquet integral is discussed. It is pointed out that a fuzzy measure on a set X expresses the interaction between the subsets of X and can be represented by an additive measure. It is shown through concrete examples that the Choquet integral is reasonable as an integral with respect to a fuzzy measure. It is also found that the Choquet integral is closely related with the representation of a fuzzy measure.
non-additivity of Sugeno's fuzzy measure
scientific article; zbMATH DE number 4081890