Abstract: The environments are often unstable and susceptible to noises in real application. Therefore, it is significant for a solution with good robustness. However,most studies about evolutionary algorithms were focused on finding global optimal solutions till n

Key words: Evolutionary algorithms, Robustness, Robust optimal solutions, Single objective, Mutli-objective, Efficiency