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Updated: Dec 19, 2025

Time-lapse Imaging of Bacterial Swarms and the Collective Stress Response
Published on: May 23, 2020
Torus bifurcations of large-scale swarms having range dependent communication delay
Ira B Schwartz1, Victoria Edwards2, Sayomi Kamimoto3
1U.S. Naval Research Laboratory, Code 6792, Plasma Physics Division, Washington, DC 20375, USA.
Abstract:
Dynamical emergent patterns of swarms are now fairly well established in nature and include flocking and rotational states. Recently, there has been great interest in engineering and physics to create artificial self-propelled agents that communicate over a network and operate with simple rules, with the goal of creating emergent self-organizing swarm patterns. In this paper, we show that when communicating networks have range dependent delays, rotational states, which are typically periodic, undergo a bifurcation and create swarm dynamics on a torus. The observed bifurcation yields additional frequencies into the dynamics, which may lead to quasi-periodic behavior of the swarm.
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