This work was partially supported by the Spanish Ministry of Science and Technology under Project TIN2011-28488. Lluis Godo has been partially supported by the MINECO Project TIN2012-39348-C02-01. ; Ever since the first hybrid fuzzy rough set model was proposed in the early 1990’s, many researchers have focused on the definition of the lower and upper approximation of a fuzzy set by means of a fuzzy relation. In this paper, we review those proposals which generalize the logical connectives and quantifiers present in the rough set approximations by means of corresponding fuzzy logic operations. We introduce a general model which encapsulates all of these proposals, evaluate it w.r.t. a number of desirable properties, and refine the existing axiomatic approach to characterize lower and upper approximation operators. ; Peer reviewed
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties
2013-01-01
Miscellaneous
Electronic Resource
English
DDC: | 629 |
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties
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