Fast assignment reduction in inconsistent incomplete decision systems
文献类型：期刊论文
| 作者 | Min Li; Shaobo Deng; Shengzhong Feng; Jianping Fan |
| 刊名 | JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS
 |
| 出版日期 | 2014 |
| 英文摘要 | This paper focuses on fast algorithm for computing the assignment reduct in inconsistent incomplete decision systems. It is quite inconvenient to judge the assignment reduct directly according to its definition. We propose the judgment theorem for the assignment reduct in the inconsistent incomplete decision system, which greatly simplifies judging this type reduct. On such basis, we derive a novel attribute significance measure and construct the fast assignment reduction algorithm (F-ARA), intended for computing the assignment reduct in inconsistent incomplete decision systems. Finally, we make a comparison between F-ARA and the discernibility matrix-based method by experiments on 13 University of California at Irvine (UCI) datasets, and the experimental results prove that F-ARA is efficient and feasible. |
| 收录类别 | SCI |
| 原文出处 | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6754231 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/5946]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS |
| 推荐引用方式 GB/T 7714 | Min Li,Shaobo Deng,Shengzhong Feng,et al. Fast assignment reduction in inconsistent incomplete decision systems[J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS,2014. |
| APA | Min Li,Shaobo Deng,Shengzhong Feng,&Jianping Fan.(2014).Fast assignment reduction in inconsistent incomplete decision systems.JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS. |
| MLA | Min Li,et al."Fast assignment reduction in inconsistent incomplete decision systems".JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS (2014). |
入库方式： OAI收割
来源：深圳先进技术研究院
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