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引用次数: 0

摘要

粗糙集理论是经典集合理论的推广,它允许用不精确的边界来表述集合。它已被证明在知识发现、决策分析、数据挖掘等许多领域都是有用的。本文讨论了主要的基于公差的VPRS模型。进一步研究了基于公差的VPRS模型之间的关系。通过不同模型之间的关系,可以得到基于公差的VPRS模型的广义模型。数值算例证实了概念上的论点。
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Research on tolerance-based (α, β) -VPRS models
Rough set theory generalizes the classical set theory by allowing an alternative to formulate set with imprecise boundaries. It has been demonstrated to be useful in many fields such as knowledge discovery, decision analysis, data mining, etc. In this paper, we discuss the main tolerance-based VPRS models. Further, the relations of tolerance-based VPRS models are also investigated. Through the relations of different models, one can obtain the generalized model based on tolerance-based VPRS models. Numerical examples are employed to substantiate the conceptual arguments.
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