This Genetic Algorithm governed population converges too quickly and does not fill all the possible paths between the devices, you should be able to see the dominant solution before the 10th generation.
See Genetic Algorithm Circuitry Router. for more current versions.

Source: RouterAnimApplet.java
© 2000 F. Michael O'Brien V.2000.10.06