Route Optimization (RO) is a classic optimization challenge: determine the shortest possible route to visit a set of locations exactly once and return to the starting point. As the number of locations increases, the number of possible paths grows factorially. This computationally demanding problem is widely relevant in fields like logistics, manufacturing, and telecommunications, where efficient routing can significantly reduce costs and improve productivity.