Clustering via Ant Colonies: Parameter Analysis and Improvement of the Algorithm

Jeffry Chavarria-Molina, Juan Jose Fallas-Monge, Javier Trejos-Zelaya

An ant colony optimization approach for partitioning a set of objects is proposed. In order to minimize the intra-variance, or within sum-of-squares, of the partitioned classes, we…