An escalating multi-objective evolutionary algorithm(EMEA),which aims at solving bi-objective flow shop scheduling problem,is proposed in this paper.The new algorithm takes a new elite duplication strategy and an innovative escalating evolutionary structure,which improved the convergence and efficiency of the algorithm and reduced its computational cost.Besides,the proposed algorithm combines those meta-heuristic algorithms,which are adept at solving specific objective optimization with flow shop scheduling...