Intelligent water drops algorithm on parallel machines scheduling

Maximum completion time so called makespan as well as earliness and tardiness penalties are simultaneously minimized on parallel machines in this paper. An intelligent water drops (IWD) algorithm as a new swarm-based nature inspired optimization one is presented and applied to solve this problem. Experimental results show the superiority of the employed IWD method.