Ant colony optimization (ACO) has emerged as a powerful metaheuristic algorithm for tackling complex optimization problems. The SEMUTWIN framework represents a significant advancement in this field, providing https://ronaldfmmy466591.ivasdesign.com/59559675/semutwin-revolutionizing-ant-colony-optimization