Fast assignment reduction in inconsistent incomplete decision systems

	Fast assignment reduction in inconsistent incomplete decision systems
	Min Li; Shaobo Deng; Shengzhong Feng; Jianping Fan
刊名	JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS
	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
内容类型	期刊论文
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).