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Effects of asynchronism and neighborhood size on clustering in self-propelled particle systems
Date
2006-11-03
Author
Şamiloǧlu, Andaç T.
Gazi, Veysel
Koku, Ahmet Buğra
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In this study, we analyze the effects of asynchronism and neighborhood size on the collective motion of multi-agent systems. Many studies performed on the collective motion of self propelled particle systems or basically a class of multi-agent systems are modeled to be synchronous. However, in nature and in robotic applications the autonomous agents mostly act asynchronously. Therefore, a model based on the asynchronous actions of agents is developed. The agents/particles are assumed to move with constant speed and asynchronously update their direction of motion based on a nearest-neighbors rule. Based oil these rules simulations are performed and the effects of asynchronism and neighborhood size on the clustering performance are investigated.
Subject Keywords
Collective motion
,
Phase-transition
,
Multiagent system
,
Cluster formation
,
Autonomous agent
,
Neighborhood size
,
Collective motion
URI
https://hdl.handle.net/11511/54689
Collections
Department of Mechanical Engineering, Conference / Seminar
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A. T. Şamiloǧlu, V. Gazi, and A. B. Koku, “Effects of asynchronism and neighborhood size on clustering in self-propelled particle systems,” 2006, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/54689.