The two-stage hybrid flow shop problem under setup times is addressed in this paper. This NP-Hard. on the other hand, studied modeling different real-life applications especially manufacturing and high performance-computing. Tackling kind of requires development adapted algorithms. In context, a metaheuristic using genetic algorithm three heuristics are proposed These approximate solutions opti...