An idea I carried over from mechanical engineering is the idea of degrees of freedom. If your solution has fewer degrees of freedom than the problem, it doesn't

An idea I carried over from mechanical engineering is the idea of degrees of freedom. If your solution has fewer degrees of freedom than the problem, it doesn't work. If it has too many it's unconstrained and requires hacks to keep it from doing something terrible.