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://blanchexzjl507653.full-design.com/semutwin-a-new-era-for-ant-colony-optimization-80710751