An improved multi-objective dragonfly optimization algorithm was proposed in this paper. A hybrid mutation operator was introduced to increase the diversity of the population and avoid the premature phenomenon. A strategy based on crowding distance strategy was used to maintain the external file dynamic,so as to obtain Pareto optimal solution set with better distribution. Finally,by multi-objective benchmark functions,it is compared with the basic multi-objective dragonfly algorithm and the multi-objective ...