On two dominance-based multigranulation rough sets

Yongjian Zhai; Hong Zhang

doi:10.1117/12.2021232

13 March 2013 On two dominance-based multigranulation rough sets

Yongjian Zhai, Hong Zhang

Proceedings Volume 8784, Fifth International Conference on Machine Vision (ICMV 2012): Algorithms, Pattern Recognition, and Basic Technologies; 87842N (2013) https://doi.org/10.1117/12.2021232
Event: Fifth International Conference on Machine Vision (ICMV 12), 2012, Wuhan, China

Abstract

How to expand the rough set model in incomplete information systems play a crucial role in the development of the rough set theory. In this paper, by considering the perferenc-ordered domains of the attribtues, the expanded dominance relation and the limited dominance relation are employed to construct multigranulation rough sets, respectively. Different from the traditional dominance relation based rough sets, these multigranulation rough sets use a family of the dominance relations instead of a single one for the target approximation. Not only the basic properties about these dominance-based multigranulation rough sets are proved, but also the relationships among several rough sets are discussed.

Citation Download Citation

Yongjian Zhai and Hong Zhang "On two dominance-based multigranulation rough sets", Proc. SPIE 8784, Fifth International Conference on Machine Vision (ICMV 2012): Algorithms, Pattern Recognition, and Basic Technologies, 87842N (13 March 2013); https://doi.org/10.1117/12.2021232

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