A New Approach for Auto-organizing a Groups of Artificial Ants

摘要

We present in this paper a new combined clustering algorithm based on two biomimetic models: artificial ants and self-organizing map (SOM). We describe the main principles of our method that aims at auto-organizing a group of homogeneous ants (data's). We show how these principles can be applied to the problem of data clustering.