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://diegoxwec604616.xzblogs.com/79151475/semutwin-the-future-of-ant-colony-optimization