Title :
Asynchronous Particular Swarm Optimization
Author :
Ordukaya, Mehmet
Author_Institution :
Ankara Univ., Ankara
Abstract :
In this paper.we present particle swarm optimization based on asynchronous algorithms for a multi-agent swarm.We study generalized PSO algoritm with two schemes called global best (gbest) and local best (lbest).We apply these two schemes to our multimodel function.Generally PSO is performed with synchronous algorithms.Our corparative study indicates that PSO modelled with asynchronous algorithm converges to a real desired value as synchronous models.
Keywords :
multi-agent systems; particle swarm optimisation; asynchronous algorithm; multiagent swarm; particle swarm optimization; Particle swarm optimization;
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Conference_Location :
Eskisehir
Print_ISBN :
1-4244-0719-2
Electronic_ISBN :
1-4244-0720-6
DOI :
10.1109/SIU.2007.4298807