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
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;
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
DOI :
10.1109/CCDC.2008.4597674