DocumentCode
2560178
Title
Estimation of missing values in an incomplete linguistic 2-tuple judgment matrix based on additive consistency
Author
Zhang, Xixiang ; Liu, Xiaojing ; Zhang, Yun ; Lei, Jing
fYear
2008
fDate
2-4 July 2008
Firstpage
1991
Lastpage
1994
Abstract
As to express their preferences over alternatives, decision makers prefer linguistic terms to exact numbers. Sometimes a decision maker, however, may provide incomplete information due to the uncertainty and time limiting. In such case, how to estimate the missing values in an incomplete linguistic term judgment matrix should be solved. The linguistic 2-tuple representation model can be used to convert a linguistic term judgment matrix into a linguistic 2-tuple judgment matrix. The additive consistency of a linguistic 2-tuple judgment matrix has the property of transitivity. Based on the transitivity theorem of its additive consistency, a method to estimate the missing values in an incomplete linguistic 2-tuple judgment matrix was proposed. Finally, an example was given to illustrate it.
Keywords
computational linguistics; decision making; matrix algebra; additive consistency; decision maker; linguistic 2-tuple judgment matrix; linguistic 2-tuple representation model; missing values; transitivity property; Additives; Matrix converters; Uncertainty; additive consistency; group decision-making; incomplete; linguistic 2-tuple judgment matrix;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-1733-9
Electronic_ISBN
978-1-4244-1734-6
Type
conf
DOI
10.1109/CCDC.2008.4597674
Filename
4597674
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