I'm an interested novice in this field. Would it perhaps be possible to do some genetic algorithms on the starting parameters themselves? I'm not sure how the f

I'm an interested novice in this field. Would it perhaps be possible to do some genetic algorithms on the starting parameters themselves? I'm not sure how the fitness rules would be set, but it could be based around number of life forms, speciation rate, or maybe if humans viewing the results of each run preferred certain sets more than others?