Differential evolution with multi-population based ensemble of mutation strategies

•A multi-population based approach is proposed to realize the adapted ensemble of multiple strategies of differential evolution.•The control parameters of each mutation strategy are adapted independently.•Extensive experiments are conducted to test the performance of multi-population ensemble DE (MPEDE).