International Journal of Computer Applications |
Foundation of Computer Science (FCS), NY, USA |
Volume 8 - Number 13 |
Year of Publication: 2010 |
Authors: Sai Hanuman A, Dr Vinaya Babu A, Dr Govardhan A, Dr S C Satapathy |
10.5120/1310-1811 |
Sai Hanuman A, Dr Vinaya Babu A, Dr Govardhan A, Dr S C Satapathy . Article:Data Clustering using almost parameter free Differential Evolution technique. International Journal of Computer Applications. 8, 13 ( October 2010), 1-7. DOI=10.5120/1310-1811
The paper presents a comparative analysis of data clustering by Particle swarm optimization (PSO) and differential evolution (DE) techniques. It is clearly reveled from the simulation results that almost parameter free optimization technique such as Differential evolution could provide better performance compared to PSO where in many parameters are to be tuned. To exhibit the numerical optimizing capability of DE we have demonstrated the capability of this by optimizing few benchmark functions.