Ant colony optimization (ACO) has emerged as a powerful metaheuristic algorithm for tackling complex optimization problems. The SEMUTWIN framework represents a significant advancement in this field, presenting https://amaantrmf383406.webdesign96.com/38723047/semutwin-a-new-era-for-ant-colony-optimization