Ant colony optimization (ACO) has emerged as a powerful metaheuristic algorithm for tackling complex optimization problems. A novel framework named SEMUTWIN represents a significant advancement in this field, https://anitasauy886208.ttblogs.com/18707742/semutwin-the-future-of-ant-colony-optimization