Optimizing the reliability and robustness of a design is important but often unaffordable due to high sample requirements. Surrogate models based on statistical machine learning methods are used increase efficiency. However, for higher dimensional or multi-modal systems, surrogate may also require large amount samples achieve good results. We propose sequential sampling strategy solution multi-...