The only graph problem that I worked with is TSP. It is exponentially hard, but there are tons of heuristics which allows to find near to optimum solution.
So I was wondering, is there any graph problems (or optimization problems which could be mapped onto graph) that are exponentially hard and can not be solved (even approximatly) efficiently for small and mid-sized systems? (let's say 10-20 verticies)