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Fuzzy Rough Set Based on Dominance Relations

机译:基于优势关系的模糊粗糙集

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摘要

This model for fuzzy rough sets is one of the most important parts in rough set theory. Moreover, it is based on an equivalence relation (indiscernibility relation). However, many systems are not only concerned with fuzzy sets, but also based on a dominance relation because of various factors in practice. To acquire knowledge from the systems, construction of model for fuzzy rough sets based on dominance relations is very necessary. The main aim to this paper is to study this issue. Concepts of the lower and the upper approximations of fuzzy rough sets based on dominance relations are proposed. Furthermore, model for fuzzy rough sets based on dominance relations is constructed, and some properties are discussed.
机译:模糊粗糙集模型是粗糙集理论中最重要的部分。此外,它基于等价关系(不可分辨关系)。然而,由于实践中的各种因素,许多系统不仅涉及模糊集,而且还基于优势关系。为了从系统中获取知识,基于优势关系的模糊粗糙集模型的构建是非常必要的。本文的主要目的是研究这个问题。提出了基于优势关系的模糊粗糙集上下近似的概念。此外,建立了基于支配关系的模糊粗糙集模型,并讨论了一些性质。

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