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題 名 | Experimental Snalysis of Score Functions in Multi-Criteria Decision-Making with Intuitionistic Fuzzy Sets=基於直覺模糊集合的多評準決策中之計分函數實驗分析 |
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作 者 | 陳亭羽; | 書刊名 | 工業工程學刊 |
卷 期 | 28:3 2011.04[民100.04] |
頁 次 | 頁206-225 |
分類號 | 494.542 |
關鍵詞 | 計分函數; 多評準決策分析; 直覺模糊集合; 實驗分析; Score function; Multiple criteria decision analysis; Intuitionistic fuzzy set; Experimental analysis; |
語 文 | 英文(English) |
英文摘要 | The purpose of this article is to examine individual differences of various score functions in multiple criteria decision analysis based on intuitionistic fuzzy sets (IFSs). A review of the literature indicates that score functions have been widely used in multi-criteria evaluations from a variety of research fields. There exist several types of score functions to identify the mixed result of positive and negative parts in a bi-dimensional framework of IFSs. However, very few studies have conducted a comparative analysis of different score functions. Considering various perspectives of score functions, this study developed an integrated programming model to cope with the problems of incompletely known membership grades and positivity and negativity biases by utilizing both deviation variables and weighted score functions. An experimental analysis was conducted to examine the relationship between the results yielded from different score functions with discussions on average Spearman correlation coefficients and contradiction rates. Additional discussions are made to clarify the relative differences in the ranking orders obtained from different combinations of numbers of alternatives and criteria and for different importance conditions. |
本系統中英文摘要資訊取自各篇刊載內容。