Application of the Bees Algorithm to fuzzy clustering
Duc Truong Pham, H. Al-Jabbouli, Massudi Mahmuddin, Sameh Otri, Ahmed Haj Darwish · ORCA Online Research @Cardiff (Cardiff University) · 2008
This paper discusses the application of the Bees Algorithm to fuzzy clustering. The Bees Algorithm is used to optimise the performance of the fuzzy C-Means (FCM) algorithm and improve its clustering results. Computational experiments show that the Bees Algorithm gives a significant improvement over the FCM algorithm on its own and better results compared to the FCM algorithm combined with a Genetic Algorithm.