| 基于偏序关系的Rough集模型及其应用 |
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| 引用本文： | 费颖,王黔英,周辉,袁芳,章胜江. 基于偏序关系的Rough集模型及其应用[J]. 南昌大学学报(理科版), 2006, 30(6): 608-612 |
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| 作者姓名： | 费颖 王黔英 周辉 袁芳 章胜江 |
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| 作者单位： | 南昌大学,管理科学与工程系,江西,南昌,330031;江西大宇学院,计算机系,江西,南昌,330004 |
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| 基金项目： | 国家自然科学基金;江西省自然科学基金 |
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| 摘 要： | 在标准Rough集理论的指导下，利用偏序关系性质构造了不同分类，并以此为基础探讨了上、下近似集，从而构建了基于偏序关系的Rough集模型。新模型将Rough集理论的应用范围由等价关系扩展到偏序关系。为了更好地增强模型的实用性和灵括性，一方面从程度、精度、概率等角度出发分别对其进行了扩展，另一方面引入依赖度使其适用于研究各种非严格的偏序关系。给出了实例分析，并结合现实生活中的现象阐述了模型的应用价值。
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| 关 键 词： | Rough集 偏序关系 偏序类 覆盖 依赖度 |
| 文章编号： | 1006-0464（2006）06-0608-05 |
| 收稿时间： | 2005-12-20 |
| 修稿时间： | 2005-12-20 |
The Rough Set Model Based on Partial Order Relation and Its Application |
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| FEI Ying,WANG Qian-ying,ZHOU Hui,YUAN Fang,ZHANG Sheng-jiang. The Rough Set Model Based on Partial Order Relation and Its Application[J]. Journal of Nanchang University(Natural Science), 2006, 30(6): 608-612 |
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| Authors: | FEI Ying WANG Qian-ying ZHOU Hui YUAN Fang ZHANG Sheng-jiang |
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| Affiliation: | 1. Department of Management Science and Engineering, Nanchang University, Nanchang 330031, China; 2. Department of Computer, College of Jiangxi Dayu, Nanchang 330004, China |
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| Abstract: | According to the standard rough set theory, different classifications are made by the properties of partial order relation, then to represent lower and upper approximation set, and make rough set model based on partial order relation. The new model under partial order extends the application of rough set theory on equivalence relation. In order to strengthen its practicality and flexibility, the model is expanded in grade, precision, probability and so on, otherwise introduce the dependence degree to make it adapt to nonstandard partial order relation. In the end of the paper, some examples are given, and to show the applying value with analyzing true- life phenomena |
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| Keywords: | rough set partial order relation partial order classification coverage dependence degree |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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