Twice lately I've assumed a problem doesn't have a nice solution, tried to solve it numerically, got stuck, then went back and found a simple analytical solution.
Freshmen believe every problem has a simple closed-form solution, because that's true of every problem they've ever seen.
Real-world problems hardly ever have a closed-form solution, much less a simple one, but once in a while they do.