Evolving Neural Network Controllers for a Team of Self-Organizing Robots

Table 1

Parameters of the evolutionary algorithms.

Population size	60
Number of generations	500
Percentage of elite selection	15
Percentage of mutations	40
Percentage of crossover	30
Percentage of randomly created offsprings	5
Percentage of randomly selecting an offspring	10
from previous generation