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://tayarxzo791896.nizarblog.com/40980393/semutwin-a-new-era-for-ant-colony-optimization