AI RESEARCH
When Fireflies Cluster; Enhancing Automatic Clustering via Centroid-Guided Firefly Optimization
arXiv CS.LG
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ArXi:2605.18460v1 Announce Type: cross This work presents a novel variant of the Firefly Algorithm (FA) for data clustering, addressing limitations of traditional methods like K-Means that struggle with non-uniform cluster shapes, densities, and the need for pre-defining the number of clusters. The proposed algorithm