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Research on the Grey Rough Set Modeling and Its Properties Using Constructive Method
Wu, Shun-xiang ; Yang, Jun-bin ; Cai, Jian-huai ; Luo, De-lin ; Wu SX(吴顺祥) ; Luo DL(罗德林)
2008
英文摘要Conference Name:5th International Conference on Fuzzy Systems and Knowledge Discovery. Conference Address: Jinan, PEOPLES R CHINA. Time:OCT 18-20, 2008.; Based on the combination of Rough Set (RS) theory and Grey System (GS) theory, this paper presents the grey-rough set modeling using Constructive Method (CM). Considering grey system theory having good ability in data preprocessing, grey number is used to describe the imprecise, uncertain, vague information in the information system through grey mapping, and then the grey information system is built. In this paper, CM is applied to investigate the RS. tire definition of four pairs of approximate operators of Grey Rough Set (GRS) is proposed using CM. At the same time, we investigated the GRS-related fundamental theory and delivered the algebra system of the GRS. It makes that the methods of GS classification can be used to describe the incomplete information more precisely, and enhance the ability of grey information covering, and therefore the connotative knowledge and rule in grey information system can be discovered more effectively and exactly.
语种英语
出处http://dx.doi.org/10.1109/FSKD.2008.270
出版者IEEE COMPUTER SOC
内容类型其他
源URL[http://dspace.xmu.edu.cn/handle/2288/86514]  
专题信息技术-会议论文
推荐引用方式
GB/T 7714
Wu, Shun-xiang,Yang, Jun-bin,Cai, Jian-huai,et al. Research on the Grey Rough Set Modeling and Its Properties Using Constructive Method. 2008-01-01.
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