Back to Search Start Over

The optimal group consensus deviation measure for multiplicative preference relations

Authors :
Gong, Zai-Wu
Forrest, Jeffrey
Zhao, Yue
Yang, Ying-jie
Source :
Expert Systems with Applications. 10/15/2012, Vol. 39 Issue 4, p11548-11555. 8p.
Publication Year :
2012

Abstract

Abstract: Consistency and consensus measures are two important procedures employed in group decision making with multiplicative preference relations (MPRs). In this paper, we first establish the concept of individual consistency deviation degree between the original MPR and its optimal estimation. Then we develop a group consensus deviation degree optimization model (GCO Model) by minimizing the weighted arithmetic average of individual consistency deviation degrees. Our established theorems enlist the conditions for the existence of the optimal solution, the satisfactory solution, and non-inferior solution to the GCO Model. These results also provide an existence condition of redundant MPR in group decision making. Additionally, we show that the optimal value function of the GCO Model converges to 0, which implies that the consensus degree of DMs converges as the number of the decision makers increases indefinitely. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09574174
Volume :
39
Issue :
4
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
76308537
Full Text :
https://doi.org/10.1016/j.eswa.2012.03.053