摘要
研究了不协调决策表中基于对象的μ-约简问题,给出了μ-约简的一些性质及等价定义,得到了μ-约简的判定定理和相应的可辨识矩阵及辨识公式,从而提供了不协调目标信息系统知识约简的新方法。并通过实例将决策表中基于对象的约简与整体约简进行了对比,结果表明前者可以得到更简洁的知识。该方法也适用于协调目标信息系统。
This paper studies the μ- reduction for the objects in inconsistent decision tables, introduces some properties and the equivalent definition of μ- reduction, obtains the judgment theorem and corresponding identification matrix and formula with respect to the μ-reduction, and proposes new approaches to knowledge reductions in inconsistent information systems. Compared with the overall reduction for a decision table, the reduction for the objects in the decision table not only can get more concise knowledge, but also has good application value in real life. In addition, this method is also suitable for the consistent information systems.
出处
《计算机科学与探索》
CSCD
2014年第4期467-472,共6页
Journal of Frontiers of Computer Science and Technology
基金
国家自然科学基金Grant Nos.61175044
61175055
中央高校基本科研业务费专项资金Grant No.SWJTU11ZT29~~
关键词
不协调决策表
μ-约简
辨识矩阵
辨识公式
inconsistent decision table
μ-reduction
identification matrix
identification formula
