JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2023, Vol. 58 ›› Issue (5): 10-16.doi: 10.6040/j.issn.1671-9352.0.2022.348

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Fuzzy β-covering rough set model based on fuzzy information system

WU Fan, KONG Xiangzhi*   

  1. School of Science, Jiangnan University, Wuxi 214122, Jiangsu, China
  • Published:2023-05-15

Abstract: Based on fuzzy information systems, a novel fuzzy β-covering rough set model is proposed by using the concept of fuzzy complement β-neighborhood family. The properties of the new model are studied by combining attribute reduction and fuzzy mapping. Compared with previous models, the new model increases the lower approximation value and decreases the upper approximation value, thereby making more accurate and reducing the error caused by attribute reduction.

Key words: fuzzy β-covering, fuzzy β-neighborhood, fuzzy rough set, fuzzy information system

CLC Number: 

  • O159
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