Further Study of Multigranulation T -Fuzzy Rough Sets

Abstract EN

The optimistic multigranulation T -fuzzy rough set model was established based on multiple granulations under T -fuzzy approximation space by Xu et al., 2012.

From the reference, a natural idea is to consider pessimistic multigranulation model in T -fuzzy approximation space.

So, in this paper, the main objective is to make further studies according to Xu et al., 2012.

The optimistic multigranulation T -fuzzy rough set model is improved deeply by investigating some further properties.

And a complete multigranulation T -fuzzy rough set model is constituted by addressing the pessimistic multigranulation T -fuzzy rough set.

The full important properties of multigranulation T -fuzzy lower and upper approximation operators are also presented.

Moreover, relationships between multigranulation and classical T -fuzzy rough sets have been studied carefully.

From the relationships, we can find that the T -fuzzy rough set model is a special instance of the two new types of models.

In order to interpret and illustrate optimistic and pessimistic multigranulation T -fuzzy rough set models, a case is considered, which is helpful for applying these theories to practicalissues.