| 基于判别度的实值决策系统的属性约简 |
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| 引用本文： | 鲁文霞,李巧艳,刘亚梅,马盈仓. 基于判别度的实值决策系统的属性约简[J]. 计算机工程与应用, 2013, 49(16): 121-123 |
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| 作者姓名： | 鲁文霞 李巧艳 刘亚梅 马盈仓 |
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| 作者单位： | 西安工程大学 理学院，西安 710048 |
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| 基金项目： | 国家自然科学基金(No.61170128)；陕西省教育厅专项科研计划项目(No.12JK0878)；西安工程大学博士科研基金；西安工程大学研究生创新基金(No.chx131114)。 |
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| 摘 要： | 研究实值决策系统中的知识获取是粒计算研究的主要方向之一。为给出一种高效的知识获取方法，基于邻域粗糙集的原理，针对实值特点，在相容的实值决策系统中，给出判别度描述下的约简定义。进一步提出一种基于判别度的属性约简的启发式算法，同时对算法的性质进行了分析，通过实例验证了算法的有效性。
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| 关 键 词： | 粗糙集理论 实值系统 属性约简 |
Attribute reduction of real value decision system based on discriminate degree |
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| LU Wenxia , LI Qiaoyan , LIU Yamei , MA Yingcang. Attribute reduction of real value decision system based on discriminate degree[J]. Computer Engineering and Applications, 2013, 49(16): 121-123 |
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| Authors: | LU Wenxia LI Qiaoyan LIU Yamei MA Yingcang |
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| Affiliation: | School of Science, Xi’an Polytechnic University, Xi’an 710048, China |
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| Abstract: | The study of knowledge acquisition for the real value decision system is one of the main directions of the granular computing research. For giving an efficient knowledge acquisition method, based on the neighborhood of rough set theory and according to the characteristics of the real value, the reduction definition based on discriminate degree is proposed in the paper. Moreover, the heuristic algorithm of attribute reduction based on discriminate degree is given for compatible real decision system, and the properties of algorithm are discussed. The effectiveness of the algorithm are showed by an example. |
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| Keywords: | rough set theory real system attribute reduction |
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