‘Can I apply the Genetic Algorithm to a fitness function that calls other functions?’
Yes.
‘and global variables are a problem for genetic algorithm?’
Global variables cause problems regardless of the context, so it is best never to use them. See the documentation on Passing Extra Parameters for the correct method of sharing data between functions.
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