The edge-searching-based ACO can enhance the searching efficiency by limiting the ants starting searching from the edge cities and speedup the calculating by reducing the number of ants.

• 该算法通过限制蚂蚁的起点城市，提高了蚁群算法的搜索效率；并通过减少蚂蚁数量加快计算速度。