Abstract: This paper first introduces the basic framework,research history,general categories and some related researches of multi-objective evolutionary algorithms（MOEAs）.Second,the paper discussed some important issues in using of evolutionary algorithms（EAs） in multi-objective optimization and some problems needed to study in the future.