Graph traversal algorithms perform a fundamental role in addressing optimization problems. By logically exploring the nodes and edges of a graph, these algorithms permit the discovery of optimal solutions. Popular traversal methods such as Breadth-First Search (BFS) and Depth-First Search (DFS) provide distinct advantages in processing various opti