| 变精度思想下的模糊粗糙集模型 |
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| 引用本文： | 王丽,冯山. 变精度思想下的模糊粗糙集模型[J]. 计算机工程与应用, 2006, 42(30): 164-166 |
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| 作者姓名： | 王丽 冯山 |
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| 作者单位： | 1. 西南科技大学理学院,四川,绵阳,621010;四川师范大学数学与软件科学学院,成都,610066
2. 四川师范大学数学与软件科学学院,成都,610066 |
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| 摘 要： | 将Ziarko的集合变精度包含思想引入模糊粗糙集模型中,使用!-精度集结算子生成变精度模糊粗糙集,用于大型数据库的模糊数据分析。改进后的模型对噪声数据具有一定的容错能力,从而增强了其在实际问题处理中的鲁棒性及适应新情况和知识预测的能力。
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| 关 键 词： | 变精度粗糙集 模糊粗糙集 β-精度集结 变精度模糊粗糙集 |
| 文章编号： | 1002-8331（2006）30-0164-03 |
| 收稿时间： | 2006-01-01 |
| 修稿时间： | 2006-01-01 |
Fuzzy-rough Set Model under the Idea of Variable Precision |
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| WANG Li,FENG Shan. Fuzzy-rough Set Model under the Idea of Variable Precision[J]. Computer Engineering and Applications, 2006, 42(30): 164-166 |
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| Authors: | WANG Li FENG Shan |
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| Affiliation: | 1.College of Science,Southwest University of Science and Technology, Mianyang, Sichuan 621010;2.College of Mathematics and Software Science,Sichuan Normal University,Chengdu 610066 |
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| Abstract: | In this paper,Ziarko’s idea of variable precision inclusion is introduced in the fuzzy-rough set model.We use ?茁-precision aggregation operators to produce variable precision fuzzy-rough set,which is then used to the fuzzy data analysis of large databases.The developed model has certain tolerance to the noisy data,so its robustness of dealing with practical problems has been enhanced.Furthermore,the ability of adapting new situations as well as knowledge forecasting has also been improved. |
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| Keywords: | variable precision rough set fuzzy-rough set ?茁-precision aggregation variable precision fuzzy-rough set |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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