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, presenting https://hannaklzj213468.isblog.net/semutwin-a-new-era-for-ant-colony-optimization-55420028