多粒度粗糙集是近几年粗糙集理论的一个研究热点,而其中的多粒度覆盖粗糙集的研究集中于模型的推广,文中分析乐观多粒度覆盖粗糙集下近似的不足之处,提出了一种可调整的多粒度覆盖粗糙集。研究可调整多粒度覆盖粗糙集的性质,并提出一种粒度重要性的启发式约简算法,实例分析结果验证该方法的可行性。
Multi-granulation is a research focus in rough sets in recent year,of which multi-granulation covering rough set research focused on the model of the extension. By analyzing the limitations of the optimistic multi-granulation covering rough set,the adjustable multi-granulation covering rough set is proposed. The properties of the adjustable multi-granulation covering rough sets are discussed. Furthermore,the heuristic algorithm of the granular significance is introduced. The experimental results show the effectiveness of the approach.