Self-protection and diversity in self-replicating cellular automata.
The concept of self-protection, a capability of an organism to protect itself from exogenous attacks, is introduced into the design of artificial evolutionary systems as a possible method to create and maintain diversity in the population. Three different mechanisms of self-protection are considered and implemented on a cellular-automaton-based evolutionary system, the evoloop. Simulation results imply a positive effect of those mechanisms on diversity maintenance, especially when the self-protection is moderate so that it conserves both the attacker and the attacked. This letter briefly reports the models and the simulation results obtained using those models.
Sayama
Hiroki
H
Department of Human Communication, University of Electro-Communications, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan. sayama@hc.uec.ac.jp
D044822:Biodiversity; D002468:Cell Physiological Phenomena; D019143:Evolution, Molecular; D008954:Models, Biological