The traveling salesman problem (TSP) is an optimization problem that seeks the shortest possible route for a salesman visiting multiple cities. While permutations can be used to enumerate all possible routes, generating permutations alone does not provide an efficient solution for large-scale TSP instances. Specialized algorithms like dynamic programming or heuristic approaches are typically employed to solve the TSP.