For a lot of the graphs I did not get what I expected. I think it's because of a few reasons. First, the ranges on my graphs went from 0 to the max, instead of focussing on the range that had data. Secondly, my XOver function did too much rounding in the roulette wheel selection. And finally, the fitness scaling algorithm used could have been greatly improved.