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, providing https://alyssalejw672804.pointblog.net/semutwin-a-new-era-for-ant-colony-optimization-90217829