| 模糊知识粒度计算与应用 |
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| 引用本文： | 刘飞,杨习贝.模糊知识粒度计算与应用[J].计算机应用与软件,2009,26(7):31-33,71. |
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| 作者姓名： | 刘飞 杨习贝 |
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| 作者单位： | 1. 连云港职业技术学院现代教育中心,江苏,连云港,222006
2. 南京理工大学计算机科学与技术学院,江苏,南京,210094 |
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| 基金项目： | 国家自然科学基金，江苏省自然科学基金 |
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| 摘 要： | 根据自反模糊关系,将知识粒度的概念推广为模糊知识粒度.考虑传统模糊粗糙集的粗糙性度量和相似性度量,忽略了模糊集的粗糙近似处于不同知识粒度背景中这样一个重要因素,结合模糊知识粒度的计算,提出了模糊粗糙集的粗糙性度量和相似性度量的新方法.最后,在一个实际的模糊信息系统中,给出了基于模糊知识粒度的知识约简算法.
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| 关 键 词： | 模糊知识粒度 模糊粗糙集 粗糙性度量 相似性度量 知识约简 |
COMPUTATION AND APPLICATIONS OF FUZZY KNOWLEDGE GRANULARITY |
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| Liu Fei,Yang Xibei.COMPUTATION AND APPLICATIONS OF FUZZY KNOWLEDGE GRANULARITY[J].Computer Applications and Software,2009,26(7):31-33,71. |
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| Authors: | Liu Fei Yang Xibei |
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| Affiliation: | Modern Education Center;Lianyungang Technical College;Lianyungang 222006;Jiangsu;China;School of Computer Science and Technology;Nanjing University of Science and Technology;Nanjing 210094;China |
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| Abstract: | In this paper,the concept of knowledge granularity was extended to fuzzy knowledge granularity based on reflective fuzzy relation.In combination with the fuzzy knowledge granularity calculation,the new measurements of roughness and similarity of the fuzzy rough sets are proposed by taking into account their traditional measurements but ignoring such an important factor that the roughness in two different fuzzy sets may be approximated in two different levels of knowledge granularity.Finally,from the viewpoi... |
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| Keywords: | Fuzzy knowledge granularity Fuzzy rough set Roughness measurement Similarity measurement Knowledge reduction |
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