학술논문

Convergence of Opinion Dynamics With Heterogeneous Asymmetric Saturation Levels and Time-Varying Delays
Document Type
Periodical
Source
IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 11(3):3189-3198 Jun, 2024
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Components, Circuits, Devices and Systems
Signal Processing and Analysis
Delays
Switches
Convergence
Topology
Aerodynamics
Network topology
Protocols
Opinion dynamics
cooperative-antagonistic network
saturations
delays
bipartite. consensus
Structural balance
Language
ISSN
2327-4697
2334-329X
Abstract
Saturation and delay constraints, which are inevitable in reality, cause severe uncertainty to the behaviors of network dynamics. Accordingly, this paper studies the combined saturation and delay effect in the convergence of opinion dynamics over a switching cooperative-antagonistic network with weak connectivity. In particular, the considered saturations are in a generic form that the saturation level of each agent is asymmetric and the saturation levels of different agents are non-identical. And the delays of different channels are considered heterogeneous and time-varying. It is first demonstrated that the typical bipartite consensus result associated with the opinion dynamics is of benign tolerance to the saturation and delay constraints given a uniformly jointly strongly connected and structurally balanced topology condition. Next, by relaxing the uniformly jointly strongly connected condition just to roots, it is shown that the bipartite consensus is still ensured by the structural balance given a uniform joint reachability condition for non-roots. Besides, if the structural balance of the non-roots is absent, their opinions are shown to be ultimately bounded by the polarized values of the roots. Finally, two examples are simulated to validate the built theoretical results.