Structure and dynamics jointly stabilize the international trade hypergraph

IF 5.7 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Chaos Solitons & Fractals Pub Date : 2026-06-01 Epub Date: 2026-01-29 DOI:10.1016/j.chaos.2026.117987
Jung-Ho Kim , Sudo Yi , Sang-Hwan Gwak , K.-I. Goh , D.-S. Lee
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引用次数: 0

Abstract

To understand how fluctuations arise and are distributed in international trade, a question crucial for economic risk assessment and policymaking, we analyze strong adverse fluctuations–collapsed trades–defined as individual trades with sharp annual volume declines. Adopting a hypergraph framework for a fine-scale trade-centric representation of international trade, we find that collapsed trades (hyperedges) are clustered and their occurrence decays algebraically with trade volume (weight), which suggests inhomogeneous, epidemic-like spreading of collapse in the international trade hypergraph. Modeling collapse propagation as a contagion process and analyzing its dynamics, we show that a positive degree-weight correlation and a volume-decaying collapse rate synergistically suppress the onset of global collective collapse. Notably, the degree-weight correlation persisted but the volume-decay of the collapse rate weakened during the 2008–2009 global economic recession, resulting in a broader collapse spread. Our study shows how the interplay between structure and dynamics stabilizes complex systems.
结构与动态共同稳定了国际贸易超图
为了理解波动是如何在国际贸易中产生和分布的,这是一个对经济风险评估和政策制定至关重要的问题,我们分析了强烈的不利波动-崩溃贸易-定义为每年交易量急剧下降的单个贸易。采用超图框架对国际贸易进行精细尺度的以贸易为中心的表示,我们发现崩溃的贸易(超边)是聚类的,它们的发生随贸易量(权重)呈代数衰减,这表明崩溃在国际贸易超图中呈非均匀的、类似流行病的传播。将崩溃传播建模为一个传染过程并分析其动力学,我们发现一个正的度-权相关和一个体积衰减的崩溃率协同抑制了全球集体崩溃的发生。值得注意的是,在2008-2009年全球经济衰退期间,程度-权重相关性持续存在,但崩溃率的体积衰减减弱,导致更广泛的崩溃蔓延。我们的研究表明结构和动力学之间的相互作用是如何稳定复杂系统的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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