Three-way decision reduction in neighborhood systems
We define the three-way decision reducts of positive region preservation, boundary region preservation and negative region preservation with the neighborhood rough set model. Three condition entropy measures are constructed based on three-way decision regions by considering variants of neighborhood classes. The monotonic principles of entropy measures are proved, from which we can obtain the heuristic reduction algorithms in neighborhood systems.
three-way decisions neighborhood systems rough set theory attribute reduction