Title :
Particle swarm optimization based distributed agreement in multi-agent dynamic systems
Author :
Gazi, Veysel ; Ordonez, Raul
Author_Institution :
Dept. of Electr. & Electron. Eng., Istanbul Kemerburgaz Univ., Bağcılar, Turkey
Abstract :
In this article we approach the problem of distributed agreement in multi-agent systems using asynchronous particle swarm optimization (PSO) with dynamic neighborhood. The agents are considered as PSO particles which are assumed to have time-dependent neighborhoods, operate asynchronously and incur time delays during information exchange. The performance of the PSO based agreement algorithm is verified using representative numerical simulations.
Keywords :
multi-agent systems; particle swarm optimisation; PSO based agreement algorithm; dynamic neighborhood; information exchange; multiagent dynamic systems; numerical simulations; particle swarm optimization based distributed agreement; time delays; time-dependent neighborhoods; Convergence; Cost function; Delay effects; Heuristic algorithms; Multi-agent systems; Sensors; Topology;
Conference_Titel :
Swarm Intelligence (SIS), 2014 IEEE Symposium on
Conference_Location :
Orlando, FL
DOI :
10.1109/SIS.2014.7011792