Authors
Xia Chen, Zhaogang Ding, Yucheng Dong, Haiming Liang
Publication date
2019/5/2
Journal
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Volume
51
Issue
4
Pages
2299-2311
Publisher
IEEE
Description
Nowadays, online social networks, such as “Facebook” and “WeChat,” facilitate the expression, diffusion, and interactions of individuals' opinions regarding various issues. In this environment, individuals' opinions are liable to be influenced by others and then evolve over the time. In this paper, we propose an approach based on minimum adjustments to manage the consensus in the group decision making (GDM) with opinions evolution. First, inspired by the idea proposed in DeGroot model, we establish a novel GDM model with opinions evolution, and then discuss its consensus conditions. Based on this, we propose an algorithm to achieve the network partition, and then provide a consensus model with minimum adjustments to obtain the optimal adjusted initial opinions and collective consensus opinion. Finally, we provide a numerical example to demonstrate the feasibility and effectiveness of the proposed …
Total citations
20202021202220232024510162014
Scholar articles
X Chen, Z Ding, Y Dong, H Liang - IEEE Transactions on Systems, Man, and Cybernetics …, 2019