Fast and direct Karnik-Mendel algorithm computation for the centroid of an interval type-2 fuzzy set | IEEE Conference Publication | IEEE Xplore
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Fast and direct Karnik-Mendel algorithm computation for the centroid of an interval type-2 fuzzy set

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Xinwang Liu; Yong Qin; Lingyao Wu
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Abstract:

Karnik-Mendel (KM) algorithms type reduction are commonly used in the centroid computation of interval type-2 fuzzy logic systems (IT2 FLSs). Some properties and improvem...Show More

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Abstract:

Karnik-Mendel (KM) algorithms type reduction are commonly used in the centroid computation of interval type-2 fuzzy logic systems (IT2 FLSs). Some properties and improvements of the KM algorithms have be proposed. This paper proposed a new iteration formula for the centroid computation of interval type-2 fuzzy sets, which is faster than the current computation methods and can be used as a direct method for the centroid computation of interval type-2 fuzzy sets.
Published in: 2012 IEEE International Conference on Fuzzy Systems
Date of Conference: 10-15 June 2012
Date Added to IEEE Xplore: 13 August 2012
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ISSN Information:

DOI: 10.1109/FUZZ-IEEE.2012.6251211
Conference Location: Brisbane, QLD, Australia
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