That’s not what I would call « Brute Force » (trying to find a strategy from nothing just by letting the computer create a strategy), but parameter optimisation.

But yes, you can try to find the very best parameters for a strategy. Sooner or later, you’ll also discover what overfitting means if you’re doing this a bit too religiously....