Control of Network Opinion Dynamics by a Selfish Agent with Limited Visibility

被引:5
|
作者
Wendt, Nathan [1 ]
Dhal, Chandan [1 ]
Roy, Sandip [1 ]
机构
[1] Washington State Univ, Elect Engn & Comp Sci Dept, Pullman, WA 99163 USA
来源
IFAC PAPERSONLINE | 2019年 / 52卷 / 03期
基金
美国国家科学基金会;
关键词
Network opinion dynamics; network control; disturbance rejection; MULTIAGENT SYSTEMS; CONSENSUS; MODEL;
D O I
10.1016/j.ifacol.2019.06.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Manipulation of a linear network opinion dynamics by a single selfish agent is considered. The selfish agent is modeled as measuring a projection (statistic) of current network opinions, which may be either myopic or global. The agent then enacts a local feedback control using this measurement. The selfish agent's ability to manipulate network-wide opinions to a desired reference is assessed, both under nominal conditions and in the presence of a second, stubborn agent. Specifically, it is shown that low-gain proportional and proportional-integral controllers can be applied to manipulate network-wide opinions or opinion statistics. A nonlinear variant on the opinion-dynamics model, where the agents' opinions are capped, is also briefly studied. The control strategies are illustrated using a 62-node dolphin social network model. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:37 / 42
页数:6
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