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- W2399461365 abstract "In this paper, two measures of uncertainty for interval type-2 fuzzy sets are presented, evaluated, compared and contrasted. Wu and Mendel regard the length of the type-reduced set as a measure of the uncertainty in an interval set. Greenfield and John argue that the volume under the surface of the type-2 fuzzy set is a measure of the uncertainty relating to the set. For an interval type-2 fuzzy set, the volume measure is equivalent to the area of the footprint of uncertainty of the set. Experiments show that though the two measures give different results, there is considerable commonality between them. The concept of invariance under vertical translation is introduced; the uncertainty measure of a fuzzy set has the property of invariance under vertical translation if the value it generates remains constant under any vertical translation of the fuzzy set. It is left unresolved whether invariance under vertical translation is an essential property of a type-2 uncertainty measure." @default.
- W2399461365 created "2016-06-24" @default.
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- W2399461365 date "2016-01-01" @default.
- W2399461365 modified "2023-09-24" @default.
- W2399461365 title "Uncertainty Measurement for the Interval Type-2 Fuzzy Set" @default.
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- W2399461365 doi "https://doi.org/10.1007/978-3-319-39378-0_17" @default.
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