{"title":"关于三态舆论动力学模型生成的二维交互式各向异性行走","authors":"Surajit Saha, Parongama Sen","doi":"arxiv-2409.10413","DOIUrl":null,"url":null,"abstract":"A system of interacting walkers on a two-dimensional space where the dynamics\nof each walker are governed by the opinions of agents of a three-state opinion\ndynamics model are considered. Such walks, inspired by Ising-like models and\nopinions dynamics models, are usually considered in one-dimensional virtual\nspaces. Here, the mapping is done in such a way that the walk is directed along\nthe $y$ axis while it can move either way along the $x$ axis. We explore the\nproperties of such walks as the parameter representing the noise in the opinion\ndynamics model, responsible for a continuous phase transition, is varied. The\nwalk features show marked differences as the system crosses the critical point.\nThe bivariate distribution of the displacements below the critical point is a\nmodified biased Gaussian function of x and y which is symmetric about the X\naxis. The marginal probability distributions can be extracted and the scaling forms\nof different quantities, showing power law behaviour, are obtained. The\ndirected nature of the walk is reflected in the marginal distributions as well\nas in the exponents.","PeriodicalId":501520,"journal":{"name":"arXiv - PHYS - Statistical Mechanics","volume":"4 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On interactive anisotropic walks in two dimensions generated from a three state opinion dynamics model\",\"authors\":\"Surajit Saha, Parongama Sen\",\"doi\":\"arxiv-2409.10413\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A system of interacting walkers on a two-dimensional space where the dynamics\\nof each walker are governed by the opinions of agents of a three-state opinion\\ndynamics model are considered. Such walks, inspired by Ising-like models and\\nopinions dynamics models, are usually considered in one-dimensional virtual\\nspaces. Here, the mapping is done in such a way that the walk is directed along\\nthe $y$ axis while it can move either way along the $x$ axis. We explore the\\nproperties of such walks as the parameter representing the noise in the opinion\\ndynamics model, responsible for a continuous phase transition, is varied. The\\nwalk features show marked differences as the system crosses the critical point.\\nThe bivariate distribution of the displacements below the critical point is a\\nmodified biased Gaussian function of x and y which is symmetric about the X\\naxis. The marginal probability distributions can be extracted and the scaling forms\\nof different quantities, showing power law behaviour, are obtained. The\\ndirected nature of the walk is reflected in the marginal distributions as well\\nas in the exponents.\",\"PeriodicalId\":501520,\"journal\":{\"name\":\"arXiv - PHYS - Statistical Mechanics\",\"volume\":\"4 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Statistical Mechanics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.10413\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Statistical Mechanics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.10413","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究考虑了二维空间中相互作用的步行者系统,其中每个步行者的动态都受三态舆论动力学模型中代理人意见的支配。这种行走受类似 Ising 模型和舆论动力学模型的启发,通常在一维虚拟空间中考虑。在这里,映射的方式是让行走沿 y$ 轴定向,同时可以沿 x$ 轴任一方向移动。我们探讨了随着舆论动力学模型中负责连续相变的噪声参数的变化,这种行走的特性。临界点以下位移的双变量分布是 x 和 y 的修正偏置高斯函数,它与 X 轴对称。可以提取边际概率分布,并得到不同量的缩放形式,显示出幂律行为。边际分布和指数都反映了行走的定向性质。
On interactive anisotropic walks in two dimensions generated from a three state opinion dynamics model
A system of interacting walkers on a two-dimensional space where the dynamics
of each walker are governed by the opinions of agents of a three-state opinion
dynamics model are considered. Such walks, inspired by Ising-like models and
opinions dynamics models, are usually considered in one-dimensional virtual
spaces. Here, the mapping is done in such a way that the walk is directed along
the $y$ axis while it can move either way along the $x$ axis. We explore the
properties of such walks as the parameter representing the noise in the opinion
dynamics model, responsible for a continuous phase transition, is varied. The
walk features show marked differences as the system crosses the critical point.
The bivariate distribution of the displacements below the critical point is a
modified biased Gaussian function of x and y which is symmetric about the X
axis. The marginal probability distributions can be extracted and the scaling forms
of different quantities, showing power law behaviour, are obtained. The
directed nature of the walk is reflected in the marginal distributions as well
as in the exponents.