Well, there is such a thing as hyperheuristics, which are related to what you're saying (perhaps the name metaheuristic would've been used for this, but it was

Well, there is such a thing as hyperheuristics, which are related to what you're saying (perhaps the name metaheuristic would've been used for this, but it was already taken). While theoretically possible, I don't think it makes much practical sense.