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://reganssnl940828.canariblogs.com/semutwin-revolutionizing-ant-colony-optimization-53089168