Multi-objective optimization of elastic metaplates for lightweight and ultrawide bandgaps

•An efficient optimization framework is proposed for the multi-objective optimization of elastic metaplates.•The robust post-processing method is introduced to improve manufacturability.•The effects of the main optimization parameters on the results are explored in detail.•The physical mechanisms and wave propagation are investigated numerically and experimentally.