Combinatorial Explosions

Discussing the attributes of an optimization problem which make it harder to solve: combinatorial explosions, a lack of exploitable graph or other structure, etc. Also, a look at the usefulness of concepts like NP-hardness and Big O in addressing optimization problem hardness.