arXivDaily arXiv每日学术速递 周一至周五更新
arXiv周末暂无论文更新,休息一下吧,周末愉快~~
arXiv 2602.09795physics.soc-phcond-mat.stat-mech
收藏

对称偏好,非对称结果:开放城市隔离模型中的临界转变动力学

Symmetric preferences, asymmetric outcomes: Tipping dynamics in an open-city segregation model

Institut de Física d’Altes Energies (IFAE)(高等物理能源研究所);The Barcelona Institute of Science and Technology (BIST)(巴塞罗那科学与技术研究院);University of Amsterdam(阿姆斯特丹大学);Dutch Institute for Emergent Phenomena, University of Amsterdam(阿姆斯特丹大学荷兰涌现现象研究所);Complexity Science Hub Vienna(维也纳复杂科学中心);Dutch Institute for Emergent Phenomena(荷兰涌现现象研究所);Department of Mathematics, VU Amsterdam(阿姆斯特丹自由大学数学系);Centraal Bureau voor de Statistiek(荷兰中央统计局)

Fabio van Dissel, Tuan Minh Pham, Wout Merbis

AI总结:

通过空间扩展化学反应网络建模,发现即使对称偏好下,系统在临界偏好水平发生非对称相变,一种类型主导,该相变与Ising普适类共享部分特征但临界指数不同。

摘要:

Schelling的隔离模型表明,即使没有社会或政府干预,具有轻微内群体偏好的个体也能自组织成高度隔离的社区。该著名模型的许多变体假设代理倾向于增加其满意度。与这种传统的基于效用的方法互补,我们使用与满意度无关的反应速率在空间扩展的化学反应网络中建模居住迁移。所得模型表现出一种涌现现象:尽管内群体偏好对称,系统在临界偏好水平经历一个临界转变,超过该水平一种代理类型占主导。我们使用平均场分析、数值模拟和有限尺寸标度方法详细刻画了这一非对称相变。我们发现,虽然该转变与Ising普适类共享关键特征,例如Z2对称性破缺和类似的指数比率,但完整的临界指数集与任何已知普适类都不匹配。

英文摘要:

Schelling's model of segregation demonstrates that even in the absence of social or governmental interventions, individuals with mild in-group preferences can self-organize into strongly segregated neighborhoods. Many variants of this celebrated model have been proposed by assuming agents tend to increase their satisfaction. Complementary to this traditional, utility-based approach, we model residential moves using satisfaction-independent reaction rates in a spatially extended chemical reaction network. The resulting model exhibits an emergent phenomenon: despite symmetric in-group preferences, the system undergoes a tipping transition at a critical preference level, beyond which one agent type dominates. We characterize this asymmetric phase transition in details using mean-field analysis, numerical simulations and finite size scaling methods. We find that while the transition shares key features with the Ising universality class, such as $\mathbb{Z}_2$ symmetry breaking and similar exponent ratios, the full set of critical exponents does not match any known universality class.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑