Title :
Stability Analysis of Stochastic Swarms System
Author :
Pan, Fuchen ; Chen, Xuebo ; Li, Lin
Author_Institution :
Sch. of Electron. & Inf. Eng., Dalian Univ. of Technol.
Abstract :
Swarm intelligence is an effective tool to deal with complex systems. Based on distinctive models, a stochastic model of a swarm system is proposed in this paper, in which agents in the swarm moved to its center. Moreover, stability of the system is discussed by Lyapunov function, and the conditions of swarm convergence are presented
Keywords :
Lyapunov methods; artificial intelligence; stability; stochastic systems; Lyapunov function; complex systems; stability analysis; stochastic model; stochastic swarms system; swarm convergence; swarm intelligence; Automation; Convergence; Intelligent control; Lyapunov method; Stability analysis; Stochastic systems; TV; Lyapunov function; convergence; stability; stochastic swarms;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712505
