Agreements of Nonlinear Opinion Dynamics in Switching Social Networks

被引:1
|
作者
Lee, Ti-Chung [1 ]
Su, Youfeng [2 ]
机构
[1] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 80424, Taiwan
[2] Fuzhou Univ, Coll Comp & Data Sci, Fuzhou 350116, Peoples R China
基金
中国国家自然科学基金;
关键词
Switches; Mathematical models; Analytical models; Steady-state; Limiting; Laplace equations; Agreement; joint connectivity; opinion dynamics; social networks; switched systems; UNIFORM ASYMPTOTIC STABILITY; STUBBORN AGENTS; CONSENSUS; SYSTEMS; COORDINATION;
D O I
10.1109/TAC.2024.3353681
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article formulates and analyzes agreements of the nonlinear opinion dynamics in social networks according to switching interactions, where the agents' susceptibilities depend on current states. These switching interactions are formulated by switching directed graphs with some mild joint connectivity, and depicted by nonlinear switching model. An extended LaSalle invariance principle is established for analyzing the agreements of this switching model as well as three specialized scenarios, where the limiting equations formed by the weak* convergence are used to study the steady-state behavior so that the stability analysis is substantially simplified in the sense that the "max - min" Lyapunov function may be assumed to be constant along any bounded forward complete solutions of limiting equations. Examples and simulations are used to verify the obtained results.
引用
收藏
页码:4174 / 4181
页数:8
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