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计算机科学 2003
Measure of Similarity between Rough Sets
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Abstract:
Applications of rough set theory in incomplete information systems are a key of putting rough set into real applications. In this paper, after analyzing some basic concepts of classical rough set theory and extended rough set theory, the measure of similarity is developed between two rough sets in the classical rough set theory based on indiscernibility relation and between two rough sets in the extended rough set theory based on limited tolerance relation. Then, some properties of these two methods for measuring similarity are developed respectively. At last, these two measure methods of rough set theory are compared.