| 摘要: |
| 给出基于信息熵的属性约简的矩阵表示,由此设计一个新的基于信息熵的属性约简算法,并用实例验证算法的可行性.该算法比较直观,容易理解,而且所占用的辅助空间少. |
| 关键词: 粗糙集理论 属性约简 信息熵 矩阵 |
| DOI： |
| 投稿时间：2009-10-08 |
| 基金项目:广西教育厅科研基金项目(200807MS015),广西师范大学博士科研基金项目资助。 |
|
| Matrix Method for Attribute Reduction Based on Information Entropy |
|
MENG Ren1, XU Zhang-yan2
|
| (1.Finance Office, Guangxi Normal University, Guilin, Guangxi, 541004, China;2.Department of Computer, Guangxi Normal University, Guilin, Guangxi, 541004, China) |
| Abstract: |
| The matrix expression of attribute reduction based on information entropy is given.Then a new algorithm of attribute reduction based on information entropy is designed.And the feasibility of algorithm is verified with an example.The algorithm is relatively straightforward,easy to understand,and use less auxiliary space. |
| Key words: rough set theory attribute reduction information entropy matrix |
