Modulating biodiversity through higher-order interactions and intraspecific competition in rock-paper-scissors dynamics
Chunpeng Du, Haoshu Wang, Yikang Lu, Lijuan Qin, Junpyo Park

TL;DR
This paper extends the rock-paper-scissors model by incorporating higher-order interactions influenced by resource availability, revealing their impact on spatial patterns and system resilience, with implications for biodiversity conservation.
Contribution
It introduces a novel context-dependent higher-order interaction mechanism in ecological models, demonstrating its effects on spatial organization and stability in species coexistence.
Findings
Higher-order interactions decrease spatial wavelength and form more compact species domains.
Increased higher-order interaction strength makes the system more sensitive to mobility.
Resource-mediated higher-order regulation influences local pattern formation and resilience.
Abstract
Understanding the mechanisms that govern species coexistence and biodiversity represents a fundamental challenge in ecology. This study extends the classic rock-paper-scissors model by introducing a context-dependent higher-order interaction mechanism where intraspecific competition is dynamically regulated by local resource availability. Crucially, our quantitative analysis reveals that higher-order interactions significantly modulate the system's structural organization: Enhanced strength of higher-order interactions leads to a decrease in spatial wavelength, resulting in the formation of more compact species domains. However, this structural change makes the system more sensitive to mobility, shifting the extinction threshold to lower values. These findings highlight the dual role of resource-mediated higher-order regulation: it promotes local pattern formation but alters the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEvolutionary Game Theory and Cooperation · Ecosystem dynamics and resilience · Micro and Nano Robotics
