A new method for fuzzy decision making based on ranking generalized fuzzy numbers and interval type-2 fuzzy sets
學年 99
學期 2
發表日期 2011-07-10
作品名稱 A new method for fuzzy decision making based on ranking generalized fuzzy numbers and interval type-2 fuzzy sets
作品名稱（其他語言）
著者 陳錫明; Chen, Shyi-ming; 王正一; Wang, Cheng-yi
作品所屬單位 淡江大學資訊管理學系
出版者 IEEE
會議名稱 2011 International Conference on Machine Learning and Cybernetics
會議地點 Guilin, China
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.
關鍵字 Fuzzy decision making; Fuzzy ranking; Generalized fuzzy numbers; Interval type-2 fuzzy sets
語言 en
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20110710~20110713
通訊作者
國別 CHN
公開徵稿 Y
出版型式
出處 Proceedings of the 2011 International Conference on Machine Learning and Cybernetics v.1, pp.131-136
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