Jacopo A. Garofalo, Eugenio Lippiello, Fabrizio Rippa
{"title":"在民意动态的选民模型中远距离和短距离互动的竞争","authors":"Jacopo A. Garofalo, Eugenio Lippiello, Fabrizio Rippa","doi":"10.1140/epjb/s10051-025-00900-x","DOIUrl":null,"url":null,"abstract":"<div><p>The voter model is a widely used framework in sociophysics to model opinion formation based on local interactions between individuals. In this work, we investigate how the spread of consensus is affected by introducing long-range interactions. Specifically, we study a one-dimensional voter model where a fraction <span>\\(\\gamma \\)</span> of links connect individuals at distances <i>r</i> drawn from a distribution decaying as <span>\\(r^{-\\sigma -1}\\)</span>. Our results reveal that even a small fraction of long-range interactions fundamentally alters the system’s asymptotic behavior. When long-range interactions decay rapidly <span>\\(\\sigma > 2\\)</span>, their influence is restricted to distances beyond a time-dependent threshold, <span>\\(r^*(t)\\)</span>. For <span>\\(r < r^*(t)\\)</span>, the system exhibits short-range dynamics characterized by a Gaussian-like correlation function and a diffusion-driven growth of the correlation length, <span>\\(L(t) \\sim t^{1/2}\\)</span>. However, for <span>\\(r > r^*(t)\\)</span>, the correlation function transitions to a power-law decay, <span>\\(r^{-\\sigma -1}\\)</span>, highlighting the capacity of long-range links to propagate consensus across greater distances. When long-range interactions decay more slowly (<span>\\(\\sigma < 2\\)</span>), they dominate the dynamics at all scales, leading to behavior akin to a system with only long-range interactions. Notably, in the regime <span>\\(\\sigma < 1\\)</span> long-range links induce a stationary steady state, even for small <span>\\(\\gamma \\)</span>.</p></div>","PeriodicalId":787,"journal":{"name":"The European Physical Journal B","volume":"98 3","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1140/epjb/s10051-025-00900-x.pdf","citationCount":"0","resultStr":"{\"title\":\"Competition between long-range and short-range interactions in the voter model for opinion dynamics\",\"authors\":\"Jacopo A. Garofalo, Eugenio Lippiello, Fabrizio Rippa\",\"doi\":\"10.1140/epjb/s10051-025-00900-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The voter model is a widely used framework in sociophysics to model opinion formation based on local interactions between individuals. In this work, we investigate how the spread of consensus is affected by introducing long-range interactions. Specifically, we study a one-dimensional voter model where a fraction <span>\\\\(\\\\gamma \\\\)</span> of links connect individuals at distances <i>r</i> drawn from a distribution decaying as <span>\\\\(r^{-\\\\sigma -1}\\\\)</span>. Our results reveal that even a small fraction of long-range interactions fundamentally alters the system’s asymptotic behavior. When long-range interactions decay rapidly <span>\\\\(\\\\sigma > 2\\\\)</span>, their influence is restricted to distances beyond a time-dependent threshold, <span>\\\\(r^*(t)\\\\)</span>. For <span>\\\\(r < r^*(t)\\\\)</span>, the system exhibits short-range dynamics characterized by a Gaussian-like correlation function and a diffusion-driven growth of the correlation length, <span>\\\\(L(t) \\\\sim t^{1/2}\\\\)</span>. However, for <span>\\\\(r > r^*(t)\\\\)</span>, the correlation function transitions to a power-law decay, <span>\\\\(r^{-\\\\sigma -1}\\\\)</span>, highlighting the capacity of long-range links to propagate consensus across greater distances. When long-range interactions decay more slowly (<span>\\\\(\\\\sigma < 2\\\\)</span>), they dominate the dynamics at all scales, leading to behavior akin to a system with only long-range interactions. Notably, in the regime <span>\\\\(\\\\sigma < 1\\\\)</span> long-range links induce a stationary steady state, even for small <span>\\\\(\\\\gamma \\\\)</span>.</p></div>\",\"PeriodicalId\":787,\"journal\":{\"name\":\"The European Physical Journal B\",\"volume\":\"98 3\",\"pages\":\"\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-03-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1140/epjb/s10051-025-00900-x.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The European Physical Journal B\",\"FirstCategoryId\":\"4\",\"ListUrlMain\":\"https://link.springer.com/article/10.1140/epjb/s10051-025-00900-x\",\"RegionNum\":4,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"PHYSICS, CONDENSED MATTER\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The European Physical Journal B","FirstCategoryId":"4","ListUrlMain":"https://link.springer.com/article/10.1140/epjb/s10051-025-00900-x","RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PHYSICS, CONDENSED MATTER","Score":null,"Total":0}
Competition between long-range and short-range interactions in the voter model for opinion dynamics
The voter model is a widely used framework in sociophysics to model opinion formation based on local interactions between individuals. In this work, we investigate how the spread of consensus is affected by introducing long-range interactions. Specifically, we study a one-dimensional voter model where a fraction \(\gamma \) of links connect individuals at distances r drawn from a distribution decaying as \(r^{-\sigma -1}\). Our results reveal that even a small fraction of long-range interactions fundamentally alters the system’s asymptotic behavior. When long-range interactions decay rapidly \(\sigma > 2\), their influence is restricted to distances beyond a time-dependent threshold, \(r^*(t)\). For \(r < r^*(t)\), the system exhibits short-range dynamics characterized by a Gaussian-like correlation function and a diffusion-driven growth of the correlation length, \(L(t) \sim t^{1/2}\). However, for \(r > r^*(t)\), the correlation function transitions to a power-law decay, \(r^{-\sigma -1}\), highlighting the capacity of long-range links to propagate consensus across greater distances. When long-range interactions decay more slowly (\(\sigma < 2\)), they dominate the dynamics at all scales, leading to behavior akin to a system with only long-range interactions. Notably, in the regime \(\sigma < 1\) long-range links induce a stationary steady state, even for small \(\gamma \).