Dynamic fitness landscape-based adaptive mutation strategy selection mechanism for differential evolution

•Differential evolution with adaptive mutation strategy based on landscape information is proposed.•Dynamic fitness landscape analysis methods are used to analyze the optimization problems.•The optimal mutation strategy selection is based on each optimization problem's dynamic fitness landscape characteristics during the evolutionary process.