FCM with Optimization Algorithms – PSO, CSO, and GA

One of the most used fuzzy clustering algorithms is the fuzzy c-means (FCM). On the other hand, FCM can stuck in local optima due to its sensitivity to initialization. In this paper, two hybrid algorithms of FCM with Cuckoo Search Optimization and Genetic Algorithm are proposed and results are analyzed on real data sets.