This Genetic Algorithm geverned population does not converge because the state-transition model of the Ant automata employed to find paths to their device nodes is too simplistic.
See Genetic Algorithm Circuitry Router. Version 3 for a better state model for the Ant objects.

Source: RouterAnimApplet3.java : Ant3.java
© 2000 F. Michael O'Brien V.2000.11.10