In this paper, we consider minimizing the action functional as a method for numerically discovering periodic solutions to then-body problem. With this method, we can find a large number of choreographies and other more general solutions. We show that most of the solutions found, including all but one of the choreographies, are unstable. It appears to be much easier to find unstable solutions to then-body problem than stable ones. Simpler solutions are more likely to be stable than exotic ones.