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Many approaches to modelling reaction-diffusion systems with anomalous transport rely on deterministic equations and ignore fluctuations arising due to finite particle numbers. Starting from an individual-based model we use a…

统计力学 · 物理学 2019-05-29 Joseph W. Baron , Tobias Galla

We introduce a stochastic agent-based model for the flocking dynamics of self-propelled particles that exhibit velocity-alignment interactions with neighbours within their field of view. The stochasticity in the dynamics of the model arises…

统计力学 · 物理学 2019-07-24 Trilochan Bagarti , Shakti N. Menon

Consider a community where initially, each individual is positive or negative regarding a reform proposal. In each round, individuals gather randomly in fixed rooms of different sizes, and all individuals in a room agree on the majority…

数据结构与算法 · 计算机科学 2019-05-01 Bernd Gärtner , Ahad N. Zehmakan

Accurate modeling of opinion dynamics has the potential to help us understand polarization and what makes effective political discourse possible or impossible. Here, we use physics-based methods to model the evolution of political opinions…

物理与社会 · 物理学 2020-10-07 David Sabin-Miller , Daniel M. Abrams

We here discuss a model of continuous opinion dynamics in which agents adjust continuous opinions as a result of random binary encounters whenever their difference in opinion is below a given threshold. We concentrate on the version of the…

其他凝聚态物理 · 物理学 2009-11-10 Gerard Weisbuch , Guillaume Deffuant , Frederic Amblard

The dynamics of opinion formation in large groups of people is a complex non-linear phenomenon whose investigation is just at the beginning. Both collective behaviour and personal view play an important role in this mechanism. In the…

物理与社会 · 物理学 2010-02-17 M. Bartolozzi , B. Leinweber , A. W. Thomas

Most of the conventional models for opinion dynamics mainly account for a fully local influence, where myopic agents decide their actions after they interact with other agents that are adjacent to them. For example, in the case of social…

物理与社会 · 物理学 2013-05-10 Babak Fotouhi , Michael G. Rabbat

We consider a stochastic, continuous state and time opinion model where each agent's opinion locally interacts with other agents' opinions in the system, and there is also exogenous randomness. The interaction tends to create clusters of…

社会与信息网络 · 计算机科学 2016-02-29 Josselin Garnier , George Papanicolaou , Tzu-Wei Yang

We show that models of opinion formation and dissemination in a community of individuals can be framed within stochastic thermodynamics from which we can build a nonequilibrium thermodynamics of opinion dynamics. This is accomplished by…

统计力学 · 物理学 2023-07-12 Tânia Tomé , Carlos E. Fiore , Mário J. de Oliveira

The Sznajd model for opinion dynamics has attracted a large interest as a simple realization of the psychological principle of social validation. As its most salient feature, it has been claimed that the Sznajd model is qualitatively…

物理与社会 · 物理学 2011-02-15 Claudio Castellano , Romualdo Pastor-Satorras

A natural phenomenon occurring in a living system is an outcome of the dynamics of the specific biological network underlying the phenomenon. The collective dynamics have both deterministic and stochastic components. The stochastic nature…

统计力学 · 物理学 2023-09-01 Indrani Bose

We investigate an agent-based model of opinion dynamics with two types of social response: conformity and independence. Conformity is introduced to the model analogously as in the Sznajd model or $q$-voter model, which means that only…

物理与社会 · 物理学 2018-05-08 Arkadiusz Jędrzejewski , Katarzyna Sznajd-Weron

In recent months the figure of Greta Thunberg and the theme of climate changings quickly became the focus of the debate. This has lead to a polarization effect in opinion forming about the climate subject. Starting from the analysis of this…

物理与社会 · 物理学 2021-09-10 Elisa Iacomini , Pierluigi Vellucci

The effects of interpersonal interactions on individual's agreements result in a social aggregation process which is reflected in the formation of collective states, as for instance, groups of individuals with a similar opinion about a…

物理与社会 · 物理学 2017-02-08 Pablo Balenzuela , Juan Pablo Pinasco , Viktoriya Semeshenko

We study the joint evolution of worldviews by proposing a model of opinion dynamics, which is inspired in notions from evolutionary ecology. Agents update their opinion on a specific issue based on their propensity to change -- asserted by…

物理与社会 · 物理学 2019-11-05 Hardik Rajpal , Fernando Rosas , Henrik Jeldtoft Jensen

Statistical mechanics has proven to be able to capture the fundamental rules underlying phenomena of social aggregation and opinion dynamics, well studied in disciplines like sociology and psychology. This approach is based on the…

物理与社会 · 物理学 2016-01-13 Andrea Guazzini , Daniele Vilone , Franco Bagnoli

The rise of digital social media has strengthened the coevolution of public opinions and social interactions, that shape social structures and collective outcomes in increasingly complex ways. Existing literature often explores this…

物理与社会 · 物理学 2024-09-20 Nataša Djurdjevac Conrad , Nhu Quang Vu , Sören Nagel

Stochastic feedback systems give rise to a variety of notions of stability. The conditions for the stability of the median, mean, and variance stability conditions differ. These conditions can be stated explicitly for scalar discrete-time…

系统与控制 · 电气工程与系统科学 2019-12-19 Roy S. Smith , Bassam Bamieh

We provide an agent-based model to explain the emergence of collective opinions not based on feedback between different opinions, but based on emotional interactions between agents. The driving variable is the emotional state of agents,…

物理与社会 · 物理学 2019-09-02 Frank Schweitzer , Tamas Krivachy , David Garcia

Here we study the emergence of spontaneous leadership in large populations. In standard models of opinion dynamics, herding behavior is only obeyed at the local scale due to the interaction of single agents with their neighbors; while at…

物理与社会 · 物理学 2015-06-11 Guillem Mosquera-Donate , Marian Boguna