Journal
EXPERT SYSTEMS WITH APPLICATIONS
Volume 122, Issue -, Pages 253-261Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2019.01.018
Keywords
Information system; alpha-Correlative relation; alpha-Rough fuzzy set; PROMETHEE; Prediction
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Funding
- National Natural Science Foundation of China [11771134, 11401195]
- Educational Commission of Hunan Province of China [16B153]
- program for the Young Talents in Hunan Province [201759]
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A novel concept of alpha-rough fuzzy sets is proposed as a generalization of rough fuzzy sets in information systems. A pair of rough fuzzy approximation operators is presented based on one type of correlation between attributes, namely, alpha-correlative relation. In addition, the properties of alpha-rough fuzzy sets are investigated. Finally, we develop an approach for decision-making problems based on lower and upper alpha-approximations and provide an actual example. (C) 2019 Elsevier Ltd. All rights reserved.
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