In this paper, we propose a multi-objective evolutionary algorithm (LCMO) based on weak co evolution framework and multi chaotic operators. In the framework of two population weak cooperation, we use hybrid chaotic operators to help candidate solution populations improve their distribution uniformity, and use the second selection criteria to refine Pareto level. In this paper, The IGD and true Pareto Front performance indicators obtained from the experiments verify the good performance of the algorithm.