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Genetic Algorithm with constraints on genes

I have a really big (exponential) search space for a problem, and as such i’ve been attempting to use genetics/evolution to find the approximate best solution, however I’m extremely inexperienced on the field and the problem has a lot of constraints. To be honest i’m not even sure if genetics is the right approach for this problem (though I lack knowledge about other methods).