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rebelsleadtothedoctrineofthemeanaheterogeneousdegrootmodel
Cao Zhigang1; Jiao Fengliang2; Qu Xinglong3; Wang Wenxu4; Yang Mingmin5; Yang Xiaoguang5; Zhang Boyu4
2018
Source Publicationjournalofsystemssciencecomplexity
ISSN1009-6124
Volume31Issue:6Pages:1498
AbstractThe DeGroot model is one of the most classical models in the field of opinion dynamics. The standard DeGroot model assumes that agents are homogeneous and update their opinions in the direction of a weighted average of their neighbors' opinions. One natural question is whether a second type of agents could significantly change the main properties of the model. The authors address this question by introducing rebels, who update their opinions toward the opposite of their neighbors' weighted average. The authors find that the existence of rebels remarkably affects the opinion dynamics. Under certain mild conditions, the existence of a few rebels will lead the group opinion to the golden mean, regardless of the initial opinions of the agents and the structure of the learning network. This result is completely different from that of the standard DeGroot model, where the final consensus opinion is determined by both the initial opinions and the learning topology. The study then provides new insights into understanding how heterogeneous individuals in a group reach consensus and why the golden mean is so common in human society.
Language英语
Funding Project[National Natural Science Foundation of China]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/37084
Collection系统科学研究所
Affiliation1.北京交通大学
2.潍坊工商职业学院
3.杭州电子科技大学
4.北京师范大学
5.中国科学院数学与系统科学研究院
Recommended Citation
GB/T 7714
Cao Zhigang,Jiao Fengliang,Qu Xinglong,et al. rebelsleadtothedoctrineofthemeanaheterogeneousdegrootmodel[J]. journalofsystemssciencecomplexity,2018,31(6):1498.
APA Cao Zhigang.,Jiao Fengliang.,Qu Xinglong.,Wang Wenxu.,Yang Mingmin.,...&Zhang Boyu.(2018).rebelsleadtothedoctrineofthemeanaheterogeneousdegrootmodel.journalofsystemssciencecomplexity,31(6),1498.
MLA Cao Zhigang,et al."rebelsleadtothedoctrineofthemeanaheterogeneousdegrootmodel".journalofsystemssciencecomplexity 31.6(2018):1498.
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