Graph traversal algorithms hold a fundamental role in tackling optimization problems. By logically exploring the nodes and edges of a graph, these algorithms permit the discovery of optimal solutions. Commonly used traversal methods such as Breadth-First Search (BFS) and Depth-First Search (DFS) offer distinct advantages in processing various optim