Dominance-based rough fuzzy set approach and its application to rule induction

作者: Wen Sheng Du , Bao Qing Hu

DOI: 10.1016/J.EJOR.2016.12.004

关键词:

摘要: Theories of fuzzy sets and rough sets are related and complementary methodologies to handle uncertainty of vagueness and coarseness, respectively. Marrying both leads to the hybrid notion of rough fuzzy sets in order to get a more accurate account of imperfect information. In this paper, our attention is paid to ordered fuzzy decision systems, where condition criteria are preference-ordered and decision classes are not only ordered but also fuzzy. First, the dominance-based rough fuzzy approximations of an upward or downward …

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