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Natural and artificial collectives exhibit heterogeneities across different dimensions, contributing to the complexity of their behavior. We investigate the effect of two such heterogeneities on collective opinion dynamics: heterogeneity of…

物理与社会 · 物理学 2024-02-07 Vito Mengers , Mohsen Raoufi , Oliver Brock , Heiko Hamann , Pawel Romanczuk

Motivated by data on coauthorships in scientific publications, we analyze a team formation process that generalizes matching models and network formation models, allowing for overlapping teams of heterogeneous size. We apply different…

理论经济学 · 经济学 2022-11-29 Leonardo Boncinelli , Alessio Muscillo , Paolo Pin

We consider a nonlinear dynamical system on a signed graph, which can be interpreted as a mathematical model of social networks in which the links can have both positive and negative connotations. In accordance with a concept from social…

社会与信息网络 · 计算机科学 2015-06-16 Tyler H. Summers , Iman Shames

Just as a herd of animals relies on its robust social structure to survive in the wild, similarly robustness is a crucial characteristic for the survival of a complex network under attack. The capacity to measure robustness in complex…

网络与互联网体系结构 · 计算机科学 2008-11-27 Ali Sydney , Caterina Scoglio , Phillip Schumm , Robert Kooij

In this work we present a strategic network formation model predicting the emergence of multigroup structures. Individuals decide to form or remove links based on the benefits and costs those connections carry; we focus on bilateral consent…

社会与信息网络 · 计算机科学 2020-01-30 Shadi Mohagheghi , Jingying Ma , Francesco Bullo

Previous research on organizations often focuses on either the individual, team, or organizational level. There is a lack of multidimensional research on emergent phenomena and interactions between the mechanisms at different levels. This…

综合经济学 · 经济学 2022-03-18 Dario Blanco-Fernandez , Stephan Leitner , Alexandra Rausch

To effectively operate in various dynamic scenarios, RL agents must be resilient to unexpected changes in their environment. Previous work on this form of resilience has focused on single-agent settings. In this work, we introduce and…

机器学习 · 计算机科学 2025-07-16 Ilai Shraga , Guy Azran , Matthias Gerstgrasser , Ofir Abu , Jeffrey S. Rosenschein , Sarah Keren

Robustness of linear systems with constant coefficients is considered. There exist methods and tools for analyzing the stability of systems with random or deterministic uncertainties. At the same time, there are no approaches for the…

最优化与控制 · 数学 2020-12-08 Andrey Tremba

This paper aims to investigate the thermodynamic formalism of weighted amenable topological pressure for factor maps of amenable group actions. Following the approach of Tsukamoto [\emph{Ergodic Theory Dynam. Syst.} \textbf{43}(2023),…

动力系统 · 数学 2023-07-10 Jiao Yang , Ercai Chen , Rui Yang , Xiaoyi Yang

We present numerical simulations of a model of social influence, where the opinion of each agent is represented by a binary vector. Agents adjust their opinions as a result of random encounters, whenever the difference between opinions is…

统计力学 · 物理学 2009-11-10 M. F. Laguna , Guillermo Abramson , Damian H. Zanette

In modern interconnected societies, opinions and beliefs can quickly spread across large populations, giving rise to collective behaviors such as the adoption of social norms or polarization. These phenomena have motivated many models aimed…

物理与社会 · 物理学 2026-05-27 Cosimo Agostinelli , Marco Mancastroppa , Alain Barrat

Balance theory explains the forces behind the structure of social systems, which are commonly modeled as static undirected signed networks. We expand this modeling approach to incorporate directionality of edges, and consider three levels…

社会与信息网络 · 计算机科学 2020-07-21 Samin Aref , Ly Dinh , Rezvaneh Rezapour , Jana Diesner

When modeling a social dynamics with an agent-oriented approach, researchers have to describe the structure of interactions within the population. Given the intractability of extensive network collecting, they rely on random network…

社会与信息网络 · 计算机科学 2020-03-05 Samuel Thiriot

This paper develops strategic foundations for an important statistical model of random networks with heterogeneous expected degrees. Based on this, we show how social networking services that subtly alter the costs and indirect benefits of…

应用统计 · 统计学 2010-04-09 Benjamin Golub , Yair Livne

We study consumption behaviour in systems with heterogeneous interacting agents. Two different models are introduced, respectively with long and short range interactions among agents. At any time step an agent decides whether or not to…

统计力学 · 物理学 2008-12-02 Giulia Iori , Vassilis Koulovassilopoulos

When analyzing interaction networks, it is common to interpret the amount of interaction between two nodes as the strength of their relationship. We argue that this interpretation may not be appropriate, since the interaction between a pair…

应用统计 · 统计学 2013-01-21 Mauricio Sadinle

Many biological, ecological and economic systems are best described by weighted networks, as the nodes interact with each other with varying strength. However, most network models studied so far are binary, the link strength being either 0…

无序系统与神经网络 · 物理学 2009-11-07 S. H. Yook , H. Jeong , A. -L. Barabasi , Y. Tu

Social networks contribute to the distribution of social capital, defined as the relationships, norms of trust and reciprocity within a community or society that facilitate cooperation and collective action. Therefore, better positioned…

社会与信息网络 · 计算机科学 2024-11-25 Adrian Arnaiz-Rodriguez , Georgina Curto , Nuria Oliver

This paper proposes an agent-based model which reproduces different structures of animal groups. The shape and structure of the group is the effect of simple interaction rules among individuals: each animal deploys itself depending on the…

动力系统 · 数学 2011-03-18 Emiliano Cristiani , Paolo Frasca , Benedetto Piccoli

Reinforcement learning has received significant interest in recent years, due primarily to the successes of deep reinforcement learning at solving many challenging tasks such as playing Chess, Go and online computer games. However, with the…

机器学习 · 计算机科学 2022-03-24 Laura L. Pullum