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February 2026
Journal Article
Title

A hybrid differential game in renewable resources with sliding modes and crossing limit cycles

Abstract
This paper investigates how ecological thresholds affect strategic exploitation in renewable resource games. We extend the standard single-agent optimal control harvesting model to a non-cooperative differential game with two agents, where the resource follows piecewise-smooth (PWS) dynamics and growth rates change abruptly at a stock threshold. The resulting three-dimensional (3D) state-costate system generates new strategic behaviour absent in smooth models. We identify sliding regions and hybrid crossing limit cycles (HCLCs) as potential open-loop Nash equilibria (OLNE), depending on parameter values. These outcomes correspond to distinct economic regimes: sliding equilibria capture threshold exploitation at fragile steady states, while HCLCs reflect endogenous boom-bust harvesting cycles. In contrast to two-dimensional (2D) optimal-control models where HCLCs cannot be optimal, our results show that strategic interaction in multi-agent settings can endogenously sustain such cycles. The analysis reveals how ecological discontinuities and strategic competition jointly shape resource dynamics, offering new insights into the stability and management of renewable resources.
Author(s)
Bondarev, Anton
Xi’an Jiaotong-Liverpool University
Upmann, Thorsten
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Journal
Journal of Economic Dynamics and Control  
Project(s)
Optimale Bewirtschaftung von Fischbeständen unter Regimewechseln und in Meeresschutzgebieten  
Funder
Deutsche Forschungsgemeinschaft  
DOI
10.1016/j.jedc.2025.105248
Language
English
Fraunhofer-Institut für Keramische Technologien und Systeme IKTS  
Keyword(s)
  • Renewable resources

  • Harvesting

  • Hybrid optimal control

  • Regime switching

  • Differential game

  • Open-loop Nash equilibrium

  • Sliding

  • Hybrid crossing limit cycles

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