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变论域知识约简算法
引用本文:王亚英,张春慨,邵惠鹤. 变论域知识约简算法[J]. 上海交通大学学报, 2002, 36(4): 566-569
作者姓名:王亚英  张春慨  邵惠鹤
作者单位:上海交通大学,自动化系,上海,200030
摘    要:从论域的角度出发,提出了一种变域论域知识的简算法。该算法需要多次计算属性重要度,在计算过程中,不但论域逐步减少,有助于减少计算量,而且相对属性集不断增加,有助于选择出反映特征的重要属性来。实验证明,该算法不失为一种较好的知识约简算法。

关 键 词:知识约简算法 粗集 论域 属性重要度
文章编号:1006-2467(2002)04-0566-04
修稿时间:2001-01-10

Variable Universal Knowledge Reduction Algorithm
WANG Ya ying,ZHANG Chun kai,SHAO Hui he. Variable Universal Knowledge Reduction Algorithm[J]. Journal of Shanghai Jiaotong University, 2002, 36(4): 566-569
Authors:WANG Ya ying  ZHANG Chun kai  SHAO Hui he
Abstract:From the viewpoint of the universal this paper proposed an algorithm which is called the variable universal reduction algorithm. The algorithm needs to compute the significance of the attributes many times. During computing, the universal is decreasing, which helps to decrease the computing complexity, and the relative attributes set is increasing, which conduces to select the attributes that reflect the characteristic of the system. The experimental results show that this algorithm can usually find the better relative reduction of a decision system.
Keywords:rough set  knowledge reduction  universal  significance of attributes
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