Graph traversal algorithms hold a fundamental role in tackling optimization problems. By logically exploring the nodes and edges of a graph, these algorithms enable the discovery of optimal routes. Frequently employed traversal methods such as Breadth-First Search (BFS) and Depth-First Search (DFS) provide distinct advantages in handling various op