Reproductive Division of Labor in a Colony of Artificial Ants
We simulate an ant colony in which an ant’s genetics can determine behavioral, morphological and physiological differences between workers and queens. We show that depending on the benefits conferred to workers and queens different reproductive division of labor strategies evolve. In particular, we observe both generalist colonies and colonies with specialized worker and queen castes. Generalist colonies were subject to selection for optimal response thresholds. Colonies with castes evolved a discrete queen caste and either a discrete or continuous worker caste. As a secondary experiment we expose our evolved colonies to a changing environment to test their ability to adapt cooperative foraging strategies and we find all reproductive division of labor strategies were effective at cooperative foraging.
Artificial Life Conference Proceedings
Open Access Status
Bae, Peter and Marriott, Chris, "Reproductive Division of Labor in a Colony of Artificial Ants" (2019). School of Engineering and Technology Publications. 356.