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://mariahjqqx805677.frewwebs.com/39045935/semutwin-revolutionizing-ant-colony-optimization