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Consensus Reaching and Strategic Manipulation in Group Decision Making With Trust Relationships.

Authors :
Dong, Yucheng
Zha, Quanbo
Zhang, Hengjie
Herrera, Francisco
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems; Oct2021, Vol. 51 Issue 10, p6304-6318, 15p
Publication Year :
2021

Abstract

To date, a large number of consensus reaching processes (CRPs) have been reported in group decision making (GDM). Trust relationships should be an essential element in interactions among a group of individuals, leading to the evolution of individuals’ preferences. Therefore, in this article, we present a trust relationships CRP with a feedback mechanism which consists of two approaches of facilitating consensus reaching: 1) the leader-based preference adjustment and 2) the trust relationships improvement. In the trust relationships CRP, we build a bridge between opinion dynamics and GDM to highlight the role of the leaders and trust relationships improvements in the GDM problems. Furthermore, we present a new strategic manipulation issue, called trust relationship manipulation, and discuss some clique-based strategies to manipulate trust relationships to obtain the desired ranking of the alternatives in the GDM problems. Finally, the detailed simulation experiments are proposed to justify our proposal. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21682216
Volume :
51
Issue :
10
Database :
Complementary Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
153713455
Full Text :
https://doi.org/10.1109/TSMC.2019.2961752