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A spanning tree is a specific type of graph G. In a connected undirected graph G, a spanning tree is created when all of the vertices are connected by the least amount of edges possible. There could be a number of these spanning trees for a graph. The "Minimum Spanning Tree" is a connected, edge-weighted, undirected network with all of its vertices linked, no cycles, and the least amount of total edge weight. Researchers have created several algorithms to find the Minimum Spanning Tree. Famous algorithms designed to determine the Minimum Spanning Tree of an undirected connected graph include Prim's and Kruskal's. The Ant Colony Optimization Algorithm is a probabilistic method for handling computing issues that may be simplified to determine the best path via graphs.