Integrated PSO and DE for Data Clustering
Suresh Chandra Satapathy, Divya Maheshwari, Sai A Hanuman, Vinaya Babu A, Prashanta Kumar Patra, Birendra Biswal · International Journal of Machine Learning and Computing · 2012
This paper studies the applicability of hybridization of Differential Evolution (DE) and PSO techniques to data clustering problem.A new way of integrating DE and PSO is explored in the paper.In one approach, a parallel DE and PSO developed and in other, a transitional approach of alternate DE and PSO technique followed.Simulations for number of data sets show that the proposed integrated approach provides better clustering performance.