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://tessrsow653041.diowebhost.com/93907733/semutwin-the-future-of-ant-colony-optimization