A new method for fuzzy decision making based on ranking generalized fuzzy numbers and interval type-2 fuzzy sets

doi:10.1109/ICMLC.2011.6016693

淡江大學機構典藏 > 商管學院 > 資訊管理學系暨研究所 > 會議論文 > Item 987654321/78163

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题名:	A new method for fuzzy decision making based on ranking generalized fuzzy numbers and interval type-2 fuzzy sets
作者:	陳錫明;Chen, Shyi-ming;王正一;Wang, Cheng-yi
贡献者:	淡江大學資訊管理學系
关键词:	Fuzzy decision making;Fuzzy ranking;Generalized fuzzy numbers;Interval type-2 fuzzy sets
日期:	2011-07-10
上传时间:	2012-09-09 22:33:13 (UTC+8)
出版者:	IEEE
摘要:	This paper presents a new method for fuzzy decision making based on ranking generalized fuzzy numbers and interval type-2 fuzzy sets. First, we propose a new fuzzy ranking method based on the α-cuts of generalized fuzzy numbers and interval type-2 fuzzy sets. The proposed fuzzy ranking method involves a decision-maker’s attitude towards risks to calculate the left areas and the right areas of generalized fuzzy numbers and interval type-2 fuzzy sets with the consideration of the heights of generalized fuzzy numbers and interval type-2 fuzzy sets. Based on the proposed fuzzy ranking method, we propose a new method for fuzzy decision making. The proposed fuzzy decision making method is more flexible and more intelligent than the existing fuzzy decision making methods, where it not only considers the decision-maker’s attitude towards risks, but also can deal with situations where the evaluating values are represented by interval type-2 fuzzy sets.
關聯:	Proceedings of the 2011 International Conference on Machine Learning and Cybernetics v.1, pp.131-136
DOI:	10.1109/ICMLC.2011.6016693
显示于类别:	[資訊管理學系暨研究所] 會議論文

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