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RE: How to earn a Nobel Prize Part 1: Frances Arnold
Yeah it is somewhat similar. Since directed evolution only focuses on a single gene, then I suppose it would be analogous only if only one component of an algorithm was allowed to change while keeping the other components constant.
This I unfortunately can't tell. I have never used genetic algorithms myself. Just witnessed crazy uses of them (with huge mutation probabilities which make very little sense in my naive opinion).