Souza S R, Gonçalves S
Instituto de Física, Universidade Federal do Rio de Janeiro, Cidade Universitária, Brazil.
Phys Rev E Stat Nonlin Soft Matter Phys. 2012 May;85(5 Pt 2):056103. doi: 10.1103/PhysRevE.85.056103. Epub 2012 May 3.
We propose an opinion model based on agents located at the vertices of a regular lattice. Each agent has an independent opinion (among an arbitrary, but fixed, number of choices) and its own degree of conviction. The latter changes every time two agents which have different opinions interact with each other. The dynamics leads to size distributions of clusters (made up of agents which have the same opinion and are located at contiguous spatial positions) which follow a power law, as long as the range of the interaction between the agents is not too short; i.e., the system self-organizes into a critical state. Short range interactions lead to an exponential cutoff in the size distribution and to spatial correlations which cause agents which have the same opinion to be closely grouped. When the diversity of opinions is restricted to two, a nonconsensus dynamic is observed, with unequal population fractions, whereas consensus is reached if the agents are also allowed to interact with those located far from them. The individual agents' convictions, the preestablished interaction range, and the locality of the interaction between a pair of agents (their neighborhood has no effect on the interaction) are the main characteristics which distinguish our model from previous ones.
我们提出了一种基于位于规则晶格顶点的智能体的观点模型。每个智能体都有一个独立的观点(在任意但固定数量的选择之中)及其自身的信念程度。每当两个持有不同观点的智能体相互作用时,后者就会发生变化。只要智能体之间的相互作用范围不太短,这种动力学就会导致簇的大小分布(由持有相同观点且位于相邻空间位置的智能体组成)遵循幂律;也就是说,系统会自组织成临界状态。短程相互作用会导致大小分布出现指数截断,并产生空间相关性,使得持有相同观点的智能体紧密聚集在一起。当观点的多样性限制为两种时,会观察到一种非共识动态,群体比例不相等,而如果智能体也被允许与距离它们较远的智能体相互作用,则会达成共识。单个智能体的信念、预先设定的相互作用范围以及一对智能体之间相互作用的局部性(它们的邻域对相互作用没有影响)是将我们的模型与先前模型区分开来的主要特征。