不完全信息系统中基于相似关系的VPRS

Shibao Sun, Aiping Ding, Chengxiang Hu
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引用次数: 0

摘要

通过将不完全信息系统中的等价关系转化为相似关系,提出了一种新的变精度粗糙集模型和一种知识约简方法。研究了上下逼近算子的基本性质。最后通过实例验证了该变精度粗糙集模型能有效地约简数据库,全面拓宽VPRS的应用范围,并能在不完全信息系统中充分维护数据库信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VPRS based on similar relation in incomplete information system
Through changing the equivalence relation to the similar relation in incomplete information system, a new variable precision rough set model and an approach for knowledge reduction are proposed. The basic properties of lower and upper approximation operators are also investigated. Finally, the example proves that the new variable precision rough set model can effectively reduct database, roundly wide application range of the VPRS, and fully maintain information for database in incomplete information system.
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