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A minimal axiom group for rough set based on quasi-ordering

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【作者】 代建华陈卫东潘云鹤

【Author】 DAI Jian-hua CHEN Wei-dong PAN Yun-he (Institute of Artificial Intelligence, Zhejiang University, Hangzhou 310027, China)

【机构】 Institute of Artificial IntelligenceZhejiang UniversityHangzhou 310027ChinaChina

【Abstract】 Rough set axiomatization is one aspect of rough set study to characterize rough set theory using dependable and minimal axiom groups. Thus, rough set theory can be studied by logic and axiom system methods. The classic rough set theory is based on equivalent relation, but rough set theory based on reflexive and transitive relation (called quasi-ordering) has wide applications in the real world. To characterize topological rough set theory, an axiom group named RT, consisting of 4 axioms, is proposed. It is proved that the axiom group reliability in characterizing rough set theory based on similar relation is reasonable. Simultaneously, the minimization of the axiom group, which requires that each axiom is an equation and each is independent, is proved. The axiom group is helpful for researching rough set theory by logic and axiom system methods.

【关键词】 Rough set theoryQuasi-orderingAxiomsMinimization
【Key words】 Rough set theoryQuasi-orderingAxiomsMinimization
【基金】 Project partly supported by the National Basic Research Program(973) of China (No. 2002CB312106) and Science & TechnologyProgram of Zhejiang Province (No. 2004C31098); China
  • 【文献出处】 Journal of Zhejiang University Science ,浙江大学学报(英文版) , 编辑部邮箱 ,2004年07期
  • 【分类号】TP18
  • 【下载频次】9
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