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://idalcmh492434.smblogsites.com/38374609/semutwin-a-new-era-for-ant-colony-optimization