Title :
Stability Analysis of Swarm with Interaction Time Delays Using Nearest Neighbors Information
Author :
Liu, Bo ; Yu, Yan ; Zhang, Jie ; Li, Huan
Author_Institution :
Coll. of Sci., North China Univ. of Technol., Beijing, China
Abstract :
This paper investigates the collective behavior of a leader-follower system with communication time lags based on nearest neighbors information. The leaders proposed in the swarm can obtain the information from the environment, but the followers can not. Under the common assumptions, we prove that the individuals of the swarm with the local information will aggregate and form a cohesive cluster of finite size. Moreover, we can clearly see the effects of the time delays on the dynamic of the swarm from the simulations.
Keywords :
delays; pattern clustering; stability; finite size cohesive cluster; interaction time delays; leader-follower system; nearest neighbors information; stability analysis; Aggregates; Birds; Control systems; Delay effects; Educational institutions; Fuzzy systems; Nearest neighbor searches; Numerical simulation; Organisms; Stability analysis;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.794