I assume that by "finitely many steps" you refer to the function composition operation. If so, the general direction at which you can look is probably the theory of attractive fixed points of discrete non-autonomous dynamical systems. For example look at this or this, or this (just to indicate a few among many works).
Alessandro Della Corte
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