{"title":"Fractal Games","authors":"Daeho Lee","doi":"10.1016/j.chaos.2026.118151","DOIUrl":null,"url":null,"abstract":"<div><div>This study introduces Fractal Games, a game-theoretic framework designed to formalize hierarchical recursion within noncooperative antagonistic systems. Traditional equilibrium models capture only local stability, overlooking how stress accumulates and amplifies across layers. The framework establishes sufficient conditions under which lower-level boundary equilibria persist upward as internal stress, leading to endogenous acceleration and a cascading collapse without the need for external shocks. By linking static persistence to dynamic amplification, the model demonstrates how hierarchy alone can reshape the set of feasible equilibria and induce fundamental structural bifurcations. Numerical simulations successfully reproduce these effects and identify four key control levers that mitigate upward propagation: cross-cost relief, stress-saturation caps, weight diversification, and defender incentives. Collectively, these findings offer a unified and rigorous account of how hierarchical organization can transform local balance into system-wide failure, and how targeted interventions can effectively stabilize hierarchical systems.</div></div>","PeriodicalId":9764,"journal":{"name":"Chaos Solitons & Fractals","volume":"208 ","pages":"Article 118151"},"PeriodicalIF":5.7000,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chaos Solitons & Fractals","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0960077926002924","RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/25 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
This study introduces Fractal Games, a game-theoretic framework designed to formalize hierarchical recursion within noncooperative antagonistic systems. Traditional equilibrium models capture only local stability, overlooking how stress accumulates and amplifies across layers. The framework establishes sufficient conditions under which lower-level boundary equilibria persist upward as internal stress, leading to endogenous acceleration and a cascading collapse without the need for external shocks. By linking static persistence to dynamic amplification, the model demonstrates how hierarchy alone can reshape the set of feasible equilibria and induce fundamental structural bifurcations. Numerical simulations successfully reproduce these effects and identify four key control levers that mitigate upward propagation: cross-cost relief, stress-saturation caps, weight diversification, and defender incentives. Collectively, these findings offer a unified and rigorous account of how hierarchical organization can transform local balance into system-wide failure, and how targeted interventions can effectively stabilize hierarchical systems.
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.