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> I don't know how Genetic Algorithms/programming could be made 'explainable' as to why they achieved an optimal solution other than hand-waving to how evolution works in nature.

With either GA or ANN, you don't know that the algorithm has achieved the optimal solution and I would be surprised if you could ever prove that in the general case.

What you can know is that your algorithm performs well, e.g. by testing how well it plays go or drives a car or recognises faces, or whatever.




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