Impossibility of oscillations

In a first-order system, solutions always have to monotonically increase or decrease or remain constant, i.e. phase points cannot reverse their direction of movement. Thus, approaching fixed points always happens monotonically. Overshoots and damped oscillations cannot appear and periodic solutions cannot exist.

Potentials