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Rephrased the question as suggested in the comments.
SandTh
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In a genetic program, what is more important: fitness of the code or diversity?

As suggested in the comments I'll ask it in 1 question:

If you pair parents with their children (with a cross-over) does this prevent making individuals which are more fit or does this cause other side effects which are harmful to the genetic process?

SandTh
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