Well
I do hold two patents (along with someone else) for decoders that were generated by kicking of a genetic algorithm (boo hiss) from a seed point of a new design we had developed. Now of course they are only in my name, the company I was working for pocketed the bulk of the moolah. But in our defence, we did write the exploration code.