In this paper we extend the two phase sub-population hybrid metaheuristic algorithm and combine it with a global archive to solve the multiobjective sequence-dependent setup time parallel machine scheduling problems with consideration of bi-objectives, namely makespan, and sum of the earliness and tardiness in due window problems.
