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Based on the characteristics of the micro-cell stress state at different positions of the lattice structure under the specific load and constraint,multi-scale clustering optimization of lattice structure based on extended multi-scale finite element method (EMsFEM) is studied.The optimization aims at obtaining the minimum structural compliance.The micro-cell structures in different partitions are optimized,so as to realize the more reasonable distribution of the material.