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Minimum-Cost Consensus Models Under Aggregation Operators.

Authors :
Zhang, Guiqing
Dong, Yucheng
Xu, Yinfeng
Li, Hongyi
Source :
IEEE Transactions on Systems, Man & Cybernetics: Part A. Nov2011, Vol. 41 Issue 6, p1253-1261. 9p.
Publication Year :
2011

Abstract

In group decision making, consensus models are decision aid tools and help experts modify their individual opinions to reach a closer agreement. Based on the concept of minimum-cost consensus, this paper proposes a novel framework to achieve minimum-cost consensus under aggregation operators. Analytical results indicate that the proposed framework reduces to the consensus model of Ben-Arieh when the selected aggregation operator is the ordered weighted averaging (OWA) operator with weight vector (1/2, \ldots, 0, \ldots, 1/2)^T. Furthermore, this paper closely examines the minimum-cost consensus models with a linear cost function under the common aggregation operators (e.g., the weighted averaging operator and the OWA operator). Linear-programming-based approaches are also developed to solve these models. The results of this paper significantly contribute to efforts to develop the consensus model of Ben-Arieh [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
10834427
Volume :
41
Issue :
6
Database :
Academic Search Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics: Part A
Publication Type :
Academic Journal
Accession number :
66815755
Full Text :
https://doi.org/10.1109/TSMCA.2011.2113336