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引文資料
題名:
Experimental Snalysis of Score Functions in Multi-Criteria Decision-Making with Intuitionistic Fuzzy Sets
書刊名:
工業工程學刊
作者:
陳亭羽
作者(外文):
Chen, Ting-yu
出版日期:
2011
卷期:
28:3
頁次:
頁206-225
主題關鍵詞:
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
原始連結:
連回原系統網址
相關次數:
被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:0
共同引用:
1
點閱:28
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.
以文找文
期刊論文
1.
Yue, Z. L.(2011)。Deriving decision maker's weights based on distance measure for interval-valued intuitionistic fuzzy group decision making。Expert Systems with Applications,38,11665-11670。
2.
Li, D. F.、Chen, G. H.、Huang, Z. G.(2010)。Linear programming method for multiattribute group decision making using IF sets。Information Sciences,180(9),1591-1609。
3.
Chen, S. M.、Tan, J. M.(1994)。Handling Multicriteria Fuzzy Decision-making Problems Based on Vague Set Theory。Fuzzy Sets and Systems,67(2),163-172。
4.
Chernev, A.(2004)。Goal orientation and consumer preference for the status quo。Journal of Consumer Research,31(3),557-565。
5.
Xu, Z. S.(2010)。Choquet integrals of weighted intuitionistic fuzzy information。Information Sciences,180(5),726-736。
6.
陳亭羽(20110100)。Multi-Criteria Decision-Making Method with Leniency Reduction Based on Interval-Valued Fuzzy Sets。工業工程學刊,28(1),1-19。
7.
De, S. K.、Biswas, R.、Roy, A. R.(2001)。An Application of Intuitionistic Fuzzy Sets in Medical Diagnosis。Fuzzy Sets and Systems,117,209-213。
8.
Liu, H. W.、Wang, G. J.(2007)。Multi-criteria Decision-making Methods Based on Intuitionistic Fuzzy Sets。European Journal of Operational Research,179(1),220-233。
9.
Wei, G.(2010)。Some induced geometric aggregation operators with intuitionistic fuzzy information and their application to group decision making。Applied Soft Computing,10(2),423-431。
10.
Atanassov, K. T.(1986)。Intuitionistic Fuzzy Sets。Fuzzy Sets and Systems,20(1),87-96。
11.
Xu, Z. S.(2007)。Intuitionistic fuzzy aggregation operators。IEEE Transactions on Fuzzy Systems,15,1179-1187。
12.
Xu, Zeshui、Yager, Ronald R.(2006)。Some Geometric Aggregation Operators Based on Intuitionistic Fuzzy Sets。International Journal of General Systems,35(4),417-433。
13.
Zadeh, L. A.(1963)。Optimality and Nonscalar-Valued Performance Criteria。IEEE Transactions on Automatic Control,AC-8(1),50-60。
14.
Xu, Z.(2007)。Multi-person multi-attribute decision-making models under intuitionistic fuzzy environment。Fuzzy Optimization and Decision Making,6,221-236。
15.
Tversky, Amos、Kahneman, Daniel(1992)。Advances in prospect theory: Cumulative representation of uncertainty。Journal of Risk and Uncertainty,5(4),297-323。
圖書
1.
Wang, H. F.(2004)。Multicriteria Decision Analysis: From Certainty to Uncertainty。Taichung, Taiwan:Ting Lung Book Company。
其他
1.
Cacioppo, J.T., W.L. Gardner and G.G. Berntson,(1997)。Beyond bipolar conceptualizations and measures: the case of attitudes and evaluative space。
2.
Gong, Z.W., L.S. Li, F.X. Zhou and T.X. Yao,(2009)。Goal programming approaches to obtain the priority vectors from the intuitionistic fuzzy preference relations。
3.
Grabisch, M., S. Greco and M. Pirlot,(2008)。Bipolar and bivariate models in multicriteria decision analysis: descriptive and constructive approaches。
4.
Kharal, A.,(2009)。Homeopathic drug selection using intuitionistic fuzzy sets。
5.
Lin, L., X.H. Yuan and Z.Q. Xia(2007)。Multicriteria fuzzy decision making methods based on intuitionistic fuzzy sets。
6.
Park, D.G., Y.C. Kwun, J.H. Park and I.Y. Park,(2009)。Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problem。
7.
Pham, M.T. and T. Avnet,(2004)。Ideals and oughts and the reliance of affect versus substance in persuasion。
8.
Tan, C. and X. Chen,(2010)。Intuitionistic fuzzy Coquet integral operator for multi-criteria decision making。
9.
Wang, P.,(2009)。QoS-aware web services selection with intuitionistic fuzzy set under consumer's vague perception。
10.
Wang, Z., K.W. Li and W. Wang,(2009)。An approach to multiattribute decision making with intervalvalued intuitionistic fuzzy assessments and incomplete weights。
11.
Wei, G.W.,(2010)。GRA method for multiple attribute decision making with incomplete weight information in intuitionistic fuzzy setting。
12.
Xu, Z.,(2007)。Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making。
13.
Xu, Z.,(2007)。Intuitionistic preference relations and their application in group decision making。
14.
Xu, Z. and J. Chen,(2007)。On geometric aggregation over interval-valued intuitionistic fuzzy information。
15.
Xu, Z.S. and J. Chen,(2007)。Approach to group decision making based on interval-valued intuitionistic judgment matrices。
16.
Ye, J.,(2007)。Improved method of multicriteria fuzzy decision-making based on vague sets。
17.
Ye, J.,(2009)。Multicriteria fuzzy decision-making method based on a novel accuracy function under intervalvalued intuitionistic fuzzy environment。
18.
Zhao, H., Z. Xu, M. Ni and S. Liu(2010)。Generalized aggregation operators for intuitionistic fuzzy sets。
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