There is one fundamental element that is absolutely necessary for an isolationist foreign policy. Isolation. Isolationism without physical isolation is as much good as belligerence without an army to back it up.
American isolationism might have been feasible during WW1 when its neighbors were either friendly or no threat, there was no danger from the Pacific and a fleet crossing the Atlantic seemed unlikely. Though it wasn't so unlikely even then.
