The following algorithms were implemented during the master thesis project. Differential Evolution is a powerful heuristic algorithm used to solve single objective optimization problems. Based on its success the GDE3 algorithm was developed which is suited to solve multi objective optimization problems. SHADE algorithm try to solve the problem of selecting the parameter control for DE algorithm and self-adapt the parameter control value during the optimization process based on the results at each generation.