TY - JOUR
T1 - Minimum-cost consensus models under aggregation operators
AU - Zhang, Guiqing
AU - Dong, Yucheng
AU - Xu, Yinfeng
AU - Li, Hongyi
PY - 2011/11
Y1 - 2011/11
N2 - 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, ⋯, 0, ⋯, 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.
AB - 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, ⋯, 0, ⋯, 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.
KW - Aggregation operator
KW - consensus
KW - group decision making (GDM)
UR - https://www.scopus.com/pages/publications/80054804918
U2 - 10.1109/TSMCA.2011.2113336
DO - 10.1109/TSMCA.2011.2113336
M3 - 文章
AN - SCOPUS:80054804918
SN - 1083-4427
VL - 41
SP - 1253
EP - 1261
JO - IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans
JF - IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans
IS - 6
M1 - 5729837
ER -