ICCS2004 Application Submission/Review

Abstract for
"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 to 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 automata 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. We will present the newly derived self-protecting evoloop models and discuss implications of the results obtained using these models for broader contexts.