Fuzzy Rough Set Based on Dominance Relations
This model for fuzzy rough sets is one of the most important parts in rough set theory. Moreover, it is based on an equivalence relation (indiscernibility relation). However, many systems are not only concerned with fuzzy sets, but also based on a dominance relation because of various factors in practice. To acquire knowledge from the systems, construction of model for fuzzy rough sets based on dominance relations is very necessary. The main aim to this paper is to study this issue. Concepts of the lower and the upper approximations of fuzzy rough sets based on dominance relations are proposed. Furthermore, model for fuzzy rough sets based on dominance relations is constructed, and some properties are discussed.
Unable to display preview. Download preview PDF.
- 11.Pawlak, Z.: Rough Sets-Theoretical Aspects to Reasoning about Data. Kluwer Academic Publisher, Boston (1991)Google Scholar
- 13.Yao, Y.Y., Lin, T.Y.: Generalization of Rough Sets Using Modal Logic. Intelligent Automation and Soft Computing, An International Journal 2, 103–120 (1996)Google Scholar
- 15.Zhang, W.X., Wu, W.Z., Liang, J.Y., Li, D.Y.: Theory and Method of rough sets. Science Press, Beijing (2001)Google Scholar