A new hybrid clustering algorithm based on K-means and ant colony algorithm

摘要

K-means algorithm and ant clustering algorithm are all traditional algorithms. The two algorithms can complement each other. The combination of two algorithms will improve clustering's accuracy and speed up algorithm' convergence. Tests prove hybrid clustering algorithm is more effective than each above-mentioned algorithm. Especially, the new algorithm has good results in image segmentation.