I am currently studying non-linear dynamics on my own time. One of the theorems in the material is that systems that can be written as gradient problems cannot have closed orbits i.e. systems like $$\dot{x}=-\nabla V.\tag{1}$$
Isn't this the general form of a gravitational system with $V$ being the gravitational potential (or other conservative systems) and $x$ being the momentum? What am I missing here, knowing that such problems (gravity and like) often have closed orbits?
See this for reference http://www.cds.caltech.edu/archive/help/uploads/wiki/files/224/cds140b-perorb.pdf