过去一年中添加的文章,按日期排序

[PDF][PDF] Opinion dynamics in social multiplex networks with mono and bi-directional interactions in the presence of leaders

A Talebi, SP Boroujeni, A Razi - arXiv preprint arXiv:2401.15857, 2024 - researchgate.net
A Talebi, SP Boroujeni, A Razi
arXiv preprint arXiv:2401.15857, 2024researchgate.net
324 天前 - We delve into the dynamics of opinions within a multiplex network using
coordination games, where agents communicate either in a one-way or two-way
interactions, and where a designated leader may be present. By employing graph theory
and Markov chains, we illustrate that despite non-positive diagonal elements in transition
probability matrices or decomposable layers, opinions generally converge under specific
conditions, leading to a consensus. We further scrutinize the convergence rates of opinion …
Abstract
We delve into the dynamics of opinions within a multiplex network using coordination games, where agents communicate either in a one-way or two-way interactions, and where a designated leader may be present. By employing graph theory and Markov chains, we illustrate that despite non-positive diagonal elements in transition probability matrices or decomposable layers, opinions generally converge under specific conditions, leading to a consensus. We further scrutinize the convergence rates of opinion dynamics in networks with one-way versus two-way interactions. We find that in networks with a designated leader, opinions converge towards the initial opinion of the leader, whereas in networks without a designated leader, opinions converge to a convex combination of the opinions of agents. Moreover, we emphasize the crucial role of designated leaders in steering opinion convergence within the network. Our experimental findings corroborate that the presence of leaders expedites convergence, with mono-directional interactions exhibiting notably faster convergence rates compared to bidirectional interactions.
researchgate.net
以上显示的是最相近的搜索结果。 查看全部搜索结果