Multigranulation rough set theory over two universes

作者: Bingzhen Sun , Weimin Ma

DOI: 10.3233/IFS-141411

关键词:

摘要: Recently, a multigranulation rough set MGRS has become new direction in theory, which is based on multiple binary relations the universe of discourse. The existing literature about assumption same universe. In reality, however, good deal practical decision making may relate to possibility two or more different universes. this paper, we consider approximation given concept over universes with respect space formed by mappings universes, i.e., model. We respectively define optimistic set, pessimistic and variable precision each can be appropriate real-world decision-making problem management science. Then several important properties these models are discussed detail. Also, relationship between investigated. At last, entropy granularity mapping defined, then give an approach uncertainty measurement for model provides new, effective problems

参考文章(56)
Caihui Liu, Duoqian Miao, Covering rough set model based on multi-granulations granular computing. pp. 87- 90 ,(2011) , 10.1007/978-3-642-21881-1_15
Didier Dubois, Henri Prade, Putting Rough Sets and Fuzzy Sets Together Intelligent Decision Support. pp. 203- 232 ,(1992) , 10.1007/978-94-015-7975-9_14
Qian, Liang, Yuhua, Jiye, Wei, Pessimistic Rough Decision 浙江海洋学院学报:自然科学版. ,vol. 29, pp. 440- 449 ,(2010)
Sun Bingzhen, Ma Weimin, Uncertainty measure for general relation-based rough fuzzy set Kybernetes. ,vol. 42, pp. 979- 992 ,(2013) , 10.1108/K-12-2012-0119
Weihua Xu, Qiaorong Wang, Shuqun Luo, Multi-granulation fuzzy rough sets Journal of Intelligent and Fuzzy Systems. ,vol. 26, pp. 1323- 1340 ,(2014) , 10.3233/IFS-130818
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Fuzzy Similarity Relation as a Basis for Rough Approximations Lecture Notes in Computer Science. pp. 283- 289 ,(1998) , 10.1007/3-540-69115-4_39
Andrzej Skowron, Jaroslaw Stepaniuk, Tolerance approximation spaces Fundamenta Informaticae. ,vol. 27, pp. 245- 253 ,(1996) , 10.3233/FI-1996-272311
Andrzej Skowron, Zdzisław Pawlak, Rough membership functions Advances in the Dempster-Shafer theory of evidence. pp. 251- 271 ,(1994)
Y.Y. YAO, S.K.M. WONG, L.S. WANG, A NON-NUMERIC APPROACH TO UNCERTAIN REASONING International Journal of General Systems. ,vol. 23, pp. 343- 359 ,(1995) , 10.1080/03081079508908047