The trapezoidal fuzzy soft set and its application in MCDM

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• 作者：Zhi Xiao ; Sisi Xia ; Ke Gong ; Dan Li
• 关键词：Soft sets ; Trapezoidal fuzzy numbers ; Trapezoidal fuzzy soft sets ; Operation ; MCDM
• 刊名：Applied Mathematical Modelling
• 出版年：2012
• 出版时间：December, 2012
• 年：2012
• 卷：36
• 期：12
• 页码：5844-5855
• 全文大小：376 K

文摘

Soft set theory is a newly emerging mathematical tool to deal with uncertain problems. Since the trapezoidal fuzzy number, as a vital concept of fuzzy set, can express linguistic assessments by transforming them into numerical variables objectively, this paper aims to extend classical soft sets to trapezoidal fuzzy soft sets based on trapezoidal fuzzy numbers. Then, some operations on a trapezoidal fuzzy soft set are defined, such as complement operation, ¡°AND¡± operation, and ¡°OR¡± operation. Finally, a Multiple Criterion Decision-Making (MCDM) problem under a fuzzy environment is analyzed by trapezoidal fuzzy soft sets with the demonstration of a numerical example. This paper also uses traditional fuzzy soft sets to deal with the MCDM problem. The result shows that the method provided by this paper outperforms the traditional one.