优势关系粗糙集在地震资料中的应用研究

Shaochun Wu, Yinyin Li, Minfu Fang, Mingjun Xin
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引用次数: 0

摘要

本文在讨论了基于不可分关系的经典粗糙集理论及其在地震数据上的约简算法问题的基础上,利用扩展模型的独特性,给出了优势区分矩阵的新定义。然后提出了相应的约简算法和规则提取算法,在一定程度上提高了寻找约简的效率。实际上,我们利用基于优势关系的粗糙集理论,从中国小地震资料的44381条中得到了272条具有现实意义的规则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application Research of Dominance Relation Rough Set on Seismology Data
In this paper, after discussing classical rough set theory based on indiscemibility relation and the problem of its reduction algorithms on Seismology Data, we arrived at a new definition of dominance distinguishing matrix by taking advantage of the unique characteristic of the extended model. Then the corresponding reduction and rule extracting algorithms are accordingly presented to enhance the efficiency of seeking the reduction in some extent. In fact, we use the rough set theory based on Dominance Relation to get the 272 rules with realistic meaning, from 44381 items in the small Seismology Data in China.
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